diff --git a/.conda/meta.yaml b/.conda/meta.yaml deleted file mode 100644 index 10474492..00000000 --- a/.conda/meta.yaml +++ /dev/null @@ -1,45 +0,0 @@ -{% set data = load_setup_py_data(setup_file='../setup.py', from_recipe_dir=True) %} -{% set name = "sasctl" %} -{% set version = data.get('version') %} - -package: - name: {{ name|lower }} - version: {{ data.version }} - -source: - path: .. - -build: - entry_points: - - sasctl = sasctl.utils.cli:main - noarch: python - script: {{ PYTHON }} -m pip install . -vv - number: 0 - -requirements: - host: - - python >=3.6 - - pip - run: - - python >=3.6 - - pandas - - requests - - pyyaml - - packaging - -test: - imports: - - sasctl - commands: - - pip check - - sasctl --help - requires: - - pip - -about: - home: https://github.com/sassoftware/python-sasctl/ - summary: "Python package and CLI for user-friendly integration with SAS Viya" - license: Apache-2.0 - license_file: LICENSE - doc_url: https://sassoftware.github.io/python-sasctl/ - dev_url: https://github.com/sassoftware/python-sasctl/ \ No newline at end of file diff --git a/.github/workflows/build-test-deploy.yml b/.github/workflows/build-test-deploy.yml index 87a3e55f..87fac0e2 100644 --- a/.github/workflows/build-test-deploy.yml +++ b/.github/workflows/build-test-deploy.yml @@ -22,8 +22,7 @@ jobs: strategy: matrix: python-version: ['3.8', '3.9', '3.10', '3.11'] - os-version: ['ubuntu-20.04', 'windows-latest', 'macos-latest'] -# Pinned Ubuntu version to 20.04 since no Python 3.6 builds available on ubuntu-latest (22.04) as of 2022-12-7. + os-version: ['ubuntu-latest', 'windows-latest', 'macos-latest'] # os-version: [ubuntu-latest, windows-latest, macos-latest] steps: @@ -113,7 +112,7 @@ jobs: run: sphinx-build -Ean -b html -j auto -D todo_include_todos=0 ./docs ./docs/_build/html - name: Archive artifacts - uses: actions/upload-artifact@v2 + uses: actions/upload-artifact@v4 with: name: html-docs path: ./docs/_build/html @@ -159,50 +158,50 @@ jobs: - name: Archive distribution artifacts # Archive distribution files for use by auto (or manual) PyPI upload - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: pypi-dist path: ./dist - name: Archive changelog artifacts - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: release_notes path: release_notes.md # Build a package for distribution through Anaconda.org (conda install sasctl) - build_conda: - name: "Build Conda Package" - runs-on: ubuntu-latest - needs: test - if: startsWith(github.ref, 'refs/tags/') # run only on tagged commits - - steps: - # Setup Miniconda - - uses: conda-incubator/setup-miniconda@v2 - with: - auto-update-conda: true - - - name: Install conda-build - shell: bash -l {0} - run: | - conda install conda-build - - - name: Checkout repository - uses: actions/checkout@v3 - - # Build package and store results in .build folder - - name: Build package - shell: bash -l {0} - run: | - conda build --output-folder .build .conda - - # Archive distribution files. Will upload in a downstream job. - - name: Archive distribution artifacts - uses: actions/upload-artifact@v3 - with: - name: conda-dist - path: .build +# build_conda: +# name: "Build Conda Package" +# runs-on: ubuntu-latest +# needs: test +# if: startsWith(github.ref, 'refs/tags/') # run only on tagged commits +# +# steps: +# # Setup Miniconda +# - uses: conda-incubator/setup-miniconda@v2 +# with: +# auto-update-conda: true +# +# - name: Install conda-build +# shell: bash -l {0} +# run: | +# conda install conda-build +# +# - name: Checkout repository +# uses: actions/checkout@v3 +# +# # Build package and store results in .build folder +# - name: Build package +# shell: bash -l {0} +# run: | +# conda build --output-folder .build .conda +# +# # Archive distribution files. Will upload in a downstream job. +# - name: Archive distribution artifacts +# uses: actions/upload-artifact@v4 +# with: +# name: conda-dist +# path: .build # Publishes the new package to PyPI, uploads the latest documentation to GitHub Pages @@ -210,23 +209,23 @@ jobs: publish: name: "Publish" runs-on: ubuntu-latest - needs: [gh-pages, build_pypi, build_conda] + needs: [gh-pages, build_pypi] steps: - name: Download documentation - uses: actions/download-artifact@v3 + uses: actions/download-artifact@v4 with: name: html-docs path: ./html-docs - name: Download release - uses: actions/download-artifact@v3 + uses: actions/download-artifact@v4 with: name: pypi-dist path: ./dist - name: Download release notes - uses: actions/download-artifact@v3 + uses: actions/download-artifact@v4 with: name: release_notes @@ -273,32 +272,32 @@ jobs: # NOTE: could be merged with `publish` job above. Left as a separate, final job since it # involves multiple steps to setup the environment and if this job fails, the package # has already been made available through pip, and the release info published. - upload_conda: - name: "Upload Conda Package" - runs-on: ubuntu-latest - needs: [publish] - - steps: - # Setup Miniconda - - uses: conda-incubator/setup-miniconda@v2 - with: - auto-update-conda: true - - # Setup Anaconda client (required for upload) - - name: Install anaconda client - shell: bash -l {0} - run: | - conda install anaconda-client - - # Download release files - - name: Download release - uses: actions/download-artifact@v3 - with: - name: conda-dist - path: ./dist - - # Upload release to Anaconda.org - - name: Upload release - shell: bash -l {0} - run: | - anaconda -t ${{ secrets.ANACONDA_TOKEN }} upload -u sas-institute ./dist/noarch/sasctl-*.tar.bz2 \ No newline at end of file +# upload_conda: +# name: "Upload Conda Package" +# runs-on: ubuntu-latest +# needs: [publish] +# +# steps: +# # Setup Miniconda +# - uses: conda-incubator/setup-miniconda@v2 +# with: +# auto-update-conda: true +# +# # Setup Anaconda client (required for upload) +# - name: Install anaconda client +# shell: bash -l {0} +# run: | +# conda install anaconda-client +# +# # Download release files +# - name: Download release +# uses: actions/download-artifact@v4 +# with: +# name: conda-dist +# path: ./dist +# +# # Upload release to Anaconda.org +# - name: Upload release +# shell: bash -l {0} +# run: | +# anaconda -t ${{ secrets.ANACONDA_TOKEN }} upload -u sas-institute ./dist/noarch/sasctl-*.tar.bz2 \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md index 0f87a50d..75252845 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,19 +1,60 @@ -Unreleased ----------- +v1.11.4 (2025-05-02) +-------------------- +**Improvements** +- Improved `upload_local_model` to allow for SAS Model Manager to properly intake local ASTORE models. + +v1.11.3 (2025-04-29) +-------------------- +**Improvements** +- Added `upload_local_model` to `tasks.py`, which can be used to upload local directories to SAS Model Manager without any file generation. + +v1.11.2 (2025-04-08) +-------------------- +**Bugfixes** +- Updated `calculate_model_statistics` function in `write_json_files.py` to improve ROC tables as well as model card files. + +v1.11.1 (2025-01-22) +-------------------- +**Improvements** +- Improved functionality for `score_definition.py` and `score_execution.py`, allowing for more general usage of the `score_model_with_cas` task + - Also allowed for model name to be passed into functions instead of requiring model UUID +- Pickle files now loaded with `pd.read_pickle()` instead of `pickle.load()` in score code, allowing for more flexibility between python environments + +**Bugfixes** +- Updated `pzmm_generate_complete_model_card.ipynb` to have better preprocessing function + +v1.11.0 (2024-10-29) +-------------------- +**Changes** +- Added `score_definition.py` and `score_execution.py` to allow for score testing within SAS Model Manager + - Included optional use of CAS Gateway for faster scoring. Only available in environments where Gateway scoring is properly set up. +- Added ability to include data pre-processing function within python score code using the `preprocess_function` argument. + +**Bugfixes** +- Fixed issue where settings file was improperly imported in some score code files. + +v1.10.7 (2024-10-02) +-------------------- +**Changes** + - Due to licensing restrictions, the `sasctl` package will no longer be available through Anaconda. + +**Bugfixes** + - Fixed a bug that caused an error when performing SSL verification without a CA bundle specified. + +v1.10.6 (2024-08-26) +-------------------- **Improvements** - Refactor `tasks.py` to utilize `sasctl.pzmm` functions. - Add `model_info` class to better capture model information. - - Test `/examples` Jupyter notebooks within normal test suite. - - Add option for data preprocessing in generated score code. v1.10.5 (2024-08-01) ----------- +-------------------- **Buxfixes** - Updated `write_json_files.py` to allow for better support for prediction models - Fixed issues relating to model card support. v1.10.4 (2024-07-08) ----------- +-------------------- **Improvements** - Added example Jupyter notebook for OpenAI models. @@ -23,13 +64,13 @@ v1.10.4 (2024-07-08) - Updated generation of `ModelProperties.json` to allow for model card generation immediately upon upload. v1.10.3 (2024-04-12) ----------- +-------------------- **Bugfixes** - Updated all examples to use current versions of sasctl functions - Fixed bug in `generate_model_card` that threw an error when trying to generate the `dmcas_misc.json` file v1.10.2 (2024-04-10) ----------- +-------------------- **Improvements** - Introduced `generate_model_card` into `write_json_files.py` to allow for python models to work with planned model card tab in SAS Model Manager. @@ -40,7 +81,7 @@ v1.10.2 (2024-04-10) - Added missing statistics to `dmcas_fitstat.json` file. v1.10.1 (2023-08-24) ----------- +-------------------- **Improvements** - Introduced ability to specify the target index of a binary model when creating score code. - index can be specified in `pzmm.import_model.ImportModel.import_model()` @@ -51,7 +92,7 @@ v1.10.1 (2023-08-24) - Added template files for `assess_model_bias.py` to allow for proper execution v1.10 (2023-08-31) ----------- +------------------ **Improvements** - `write_score_code.py` refactored to include ability to run batch scoring. - Added handling for TensorFlow Keras models. @@ -64,7 +105,7 @@ v1.10 (2023-08-31) - Updated `pzmm_custom_kpi_model_parameters` notebook to have correct parameter casing. v1.9.4 (2023-06-15) ----------- +------------------- **Improvements** - Created pytest fixture to begin running Jupyter notebooks within the GitHub automated test actions. - Updated examples: @@ -78,7 +119,7 @@ v1.9.4 (2023-06-15) - Fixed call to `pzmm.JSONFiles.calculate_model_statistics()` in `pzmm_binary_classification_model_import.ipynb`. v1.9.3 (2023-06-08) ----------- +------------------- **Improvements** - Refactored gitIntegration.py to `git_integration.py` and added unit tests for better test coverage. @@ -91,7 +132,7 @@ v1.9.3 (2023-06-08) - Fixed issue with `services.model_publish.list_models`, which was using an older API format that is not valid in SAS Viya 3.5 or SAS Viya 4. v1.9.2 (2023-05-17) ----------- +------------------- **Improvements** - Add recursive folder creation and an example. - Add example for migrating models from SAS Viya 3.5 to SAS Viya 4. @@ -103,7 +144,7 @@ v1.9.2 (2023-05-17) - Fix minor errors in h2o score code generation v1.9.1 (2023-05-04) ----------- +------------------- **Improvements** - Updated handling of H2O models in `sasctl.pzmm`. - Models are now saved with the appropriate `h2o` functions within the `sasctl.pzmm.PickleModel.pickle_trained_model` function. @@ -115,7 +156,7 @@ v1.9.1 (2023-05-04) - Added NpEncoder class to check for numpy values in JSON files. Numpy-types cannot be used in SAS Viya. v1.9.0 (2023-04-04) ----------- +------------------- **Improvements** - `sasctl.pzmm` refactored to follow PEP8 standards, include type hinting, and major expansion of code coverage. - `sasctl.pzmm` functions that can generate files can now run in-memory instead of writing to disk. @@ -143,7 +184,7 @@ v1.8.2 (2023-01-30) - Better handling for invalid project versions included. v1.8.1 (2023-01-19) ----------- +------------------- **Changes** - Adjusted workflow for code coverage reporting. Prepped to add components in next release. - Added `generate_requirements_json.ipynb` example. diff --git a/doc/api/services/report_images.rst b/doc/api/services/report_images.rst index 7f99ef44..a88ed5f5 100644 --- a/doc/api/services/report_images.rst +++ b/doc/api/services/report_images.rst @@ -3,4 +3,5 @@ sasctl.services.report_images .. automodule:: sasctl._services.report_images :members: - :undoc-members: \ No newline at end of file + :undoc-members: + :show-inheritance: diff --git a/doc/api/services/reports.rst b/doc/api/services/reports.rst index eeb923ff..02c5def2 100644 --- a/doc/api/services/reports.rst +++ b/doc/api/services/reports.rst @@ -4,3 +4,4 @@ sasctl.services.reports .. automodule:: sasctl._services.reports :members: :undoc-members: + :show-inheritance: diff --git a/doc/conf.py b/doc/conf.py index e7e3d7fd..5fef0d6f 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -44,23 +44,32 @@ "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.viewcode", - "numpydoc", # "sphinx.ext.napoleon", + "sphinx.ext.napoleon", "sphinx.ext.intersphinx", "sphinx.ext.todo", ] intersphinx_mapping = { - "python": ("https://docs.python.org/3", None), + "python": ("https://docs.python.org/3/", None), + "pandas": ("https://pandas.pydata.org/docs/", None), + "sklearn": ("https://scikit-learn.org/stable/", None), + "numpy": ("https://numpy.org/doc/stable/", None), "swat": ("https://sassoftware.github.io/python-swat/", None), "pytest": ("https://docs.pytest.org/en/latest/", None), "betamax": ("https://betamax.readthedocs.io/en/latest/", None), - "requests": ("https://2.python-requests.org/en/master/", None), - "tox": ("https://tox.readthedocs.io/en/latest/", None), - "flake8": ("http://flake8.pycqa.org/en/latest/", None), + "requests": ("https://requests.readthedocs.io/en/latest/", None), + "tox": ("https://tox.wiki/en/latest/", None), + "flake8": ("https://flake8.pycqa.org/en/latest/", None), } autosummary_generate = True +# Napoleon settings +napoleon_google_docstring = False +napoleon_numpy_docstring = True +napoleon_use_ivar = True +napoleon_use_rtype = False + todo_include_todos = True todo_emit_warnings = True @@ -92,6 +101,17 @@ # The name of the Pygments (syntax highlighting) style to use. pygments_style = "sphinx" +# Suppress warnings 'py:class reference target not found: ' +nitpicky = True +nitpick_ignore = [ + ('py:class','optional'), + ('py:class','json.encoder.JSONEncoder'), # I don't understand why it can't find it + ('py:class','Response'), + ('py:class','Request'), + ('py:class','_io.BytesIO'), + ('py:class','sasctl.utils.pymas.ds2.Ds2Variable'), # not sure what is wrong + ('py:class','sasctl._services.service.Service') # should the Service class be documented? +] # -- Options for HTML output ------------------------------------------------- diff --git a/doc/index.rst b/doc/index.rst index c51bb081..32e81555 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -4,11 +4,6 @@ sasctl Version |version| -.. toctree:: - :maxdepth: 3 - :hidden: true - - index Introduction ------------ @@ -313,7 +308,7 @@ Logging +++++++ All logging is handled through the built-in :mod:`logging` module with standard module-level loggers. The one exception -to this is :class:`.Session` request/response logging. Sessions contain a :attr:`~sasctl.core.Session.message_log` which is exclusively used +to this is :class:`.Session` request/response logging. Sessions contain a `message_log` which is exclusively used to record requests and responses made through the session. Message recording can be configured on a per-session basis by updating this logger, or the ``sasctl.core.session`` logger can be configured to control all message recording by all sessions. @@ -497,7 +492,7 @@ Python versions. Useful Tox Commands +++++++++++++++++++ -:mod:`tox` is used to automate common development tasks such as testing, linting, and building documentation. +:mod:`tox` is used to automate common development tasks such as testing, linting, and building documentation. Running :program:`tox` from the project root directory will automatically build virtual environments for all Python interpreters found on the system and then install the required packages necessary to perform a given task. The simplest way to run Tox is: diff --git a/examples/data/adult.csv b/examples/data/adult.csv new file mode 100644 index 00000000..e8ca7cc1 --- /dev/null +++ b/examples/data/adult.csv @@ -0,0 +1,32562 @@ +Age,WorkClass,Education,MartialStatus,Occupation,Relationship,Race,Sex,HoursPerWeek,NativeCountry,GE50K +39,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,13,United-States,0 +38,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +53,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,Cuba,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +49,Private,9th,Married-spouse-absent,Other-service,Not-in-family,Black,Female,16,Jamaica,0 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+29,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Male,43,United-States,0 +25,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,Other,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,,0 +47,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,Honduras,1 +50,Federal-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +47,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +43,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +46,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +35,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,Puerto-Rico,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,,7th-8th,Married-spouse-absent,,Not-in-family,White,Male,40,,0 +48,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +29,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,58,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +49,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,32,United-States,0 +31,Private,Bachelors,Separated,Sales,Own-child,Black,Female,40,United-States,0 +29,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +23,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +79,Private,Some-college,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,20,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,Mexico,0 +40,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +67,,10th,Married-civ-spouse,,Husband,White,Male,2,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,22,United-States,0 +31,Local-gov,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,Cuba,0 +46,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +44,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,1 +53,Private,HS-grad,Divorced,Sales,Own-child,White,Female,35,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +30,Private,9th,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +43,Federal-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +57,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +28,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,Black,Female,25,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,35,,0 +34,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +29,Local-gov,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +48,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +37,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +48,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Female,40,England,0 +32,Federal-gov,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +76,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +47,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +17,,10th,Never-married,,Own-child,White,Female,32,United-States,0 +30,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +31,Local-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,Canada,1 +28,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,25,United-States,0 +36,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +53,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +56,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +49,Local-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +55,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,56,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,41,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Own-child,Black,Male,40,Germany,0 +29,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,35,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,28,United-States,0 +31,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +35,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Female,60,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,Assoc-acdm,Divorced,Tech-support,Not-in-family,Black,Female,36,United-States,0 +38,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Iran,1 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +49,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,1 +61,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,Mexico,0 +45,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +70,Private,Some-college,Never-married,Tech-support,Other-relative,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Transport-moving,Unmarried,Black,Female,30,United-States,0 +22,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,24,United-States,0 +36,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,24,United-States,0 +64,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,,Some-college,Divorced,,Not-in-family,White,Female,40,United-States,0 +47,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,Mexico,0 +34,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +33,Private,Bachelors,Never-married,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,40,Philippines,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +52,,HS-grad,Divorced,,Not-in-family,White,Male,45,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,0 +23,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +71,Self-emp-not-inc,Some-college,Separated,Sales,Unmarried,Black,Male,2,United-States,0 +29,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +42,Private,Bachelors,Separated,Other-service,Other-relative,Black,Male,50,United-States,0 +68,,1st-4th,Divorced,,Not-in-family,White,Female,20,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +44,Self-emp-inc,Masters,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,England,0 +45,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,Mexico,0 +39,Federal-gov,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,42,United-States,0 +46,State-gov,Masters,Widowed,Protective-serv,Unmarried,White,Male,40,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +66,Local-gov,Assoc-voc,Widowed,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +28,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +28,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,HS-grad,Married-spouse-absent,Sales,Unmarried,White,Female,25,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,0 +44,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,38,United-States,1 +43,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,45,United-States,0 +40,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,1 +37,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,42,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +41,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +53,,Bachelors,Divorced,,Not-in-family,White,Female,50,United-States,0 +31,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,0 +58,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,1,United-States,1 +38,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,Black,Female,28,United-States,0 +24,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,0 +41,Federal-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,24,United-States,0 +23,Private,5th-6th,Married-civ-spouse,Transport-moving,Other-relative,White,Male,40,Mexico,0 +36,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +40,Federal-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,55,United-States,1 +35,Private,Masters,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,40,United-States,1 +24,Self-emp-not-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +26,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +19,,HS-grad,Never-married,,Own-child,White,Male,40,Italy,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +42,Local-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +37,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Black,Male,36,United-States,1 +35,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +58,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,35,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,12,United-States,0 +44,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Never-married,Sales,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,0 +54,Self-emp-inc,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +37,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Male,60,United-States,1 +50,Private,Assoc-acdm,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,Poland,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +25,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +64,,1st-4th,Divorced,,Not-in-family,White,Male,40,United-States,0 +90,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,20,United-States,0 +53,Local-gov,Preschool,Never-married,Machine-op-inspct,Not-in-family,White,Female,35,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +60,,10th,Divorced,,Not-in-family,Amer-Indian-Eskimo,Female,10,United-States,0 +66,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +75,Private,Assoc-voc,Widowed,Adm-clerical,Not-in-family,White,Female,20,Columbia,0 +65,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,11th,Separated,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Sales,Unmarried,Black,Female,38,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,42,United-States,0 +33,Private,Some-college,Divorced,Craft-repair,Other-relative,Other,Female,40,United-States,0 +28,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +59,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +40,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Iran,1 +38,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +23,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,20,United-States,0 +24,State-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +38,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,,0 +58,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +32,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,34,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,,0 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +59,Local-gov,10th,Widowed,Other-service,Unmarried,Black,Female,30,United-States,0 +19,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +58,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,20,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,Cambodia,1 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +32,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,30,United-States,0 +45,Private,Assoc-voc,Widowed,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +50,Private,7th-8th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,Private,Bachelors,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +59,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +26,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,75,Thailand,1 +19,,Some-college,Never-married,,Own-child,White,Male,24,Canada,0 +64,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,9th,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +50,Self-emp-not-inc,Masters,Married-civ-spouse,Farming-fishing,Husband,White,Male,98,United-States,0 +27,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Male,35,United-States,0 +30,Private,HS-grad,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,48,United-States,1 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,15,Germany,0 +42,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +34,Private,Assoc-acdm,Divorced,Sales,Unmarried,Black,Female,45,United-States,0 +60,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,42,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +57,Federal-gov,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +50,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,45,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +50,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Ecuador,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +31,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +29,Local-gov,Bachelors,Never-married,Protective-serv,Not-in-family,White,Male,56,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,45,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Unmarried,Black,Female,40,United-States,0 +65,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,16,United-States,0 +37,Self-emp-inc,Bachelors,Divorced,Sales,Not-in-family,White,Female,60,United-States,0 +39,,Masters,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,40,,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,80,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,25,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,Laos,0 +43,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +46,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,33,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +41,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,54,United-States,1 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,35,Taiwan,1 +19,,Some-college,Never-married,,Own-child,Black,Female,25,United-States,0 +36,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,1 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,15,United-States,0 +24,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +77,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +22,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Other-relative,White,Female,40,Mexico,0 +29,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +62,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,24,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +35,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +29,Private,11th,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +76,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,10,United-States,0 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +23,,Assoc-voc,Never-married,,Own-child,Black,Female,15,United-States,0 +43,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +66,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,55,United-States,0 +41,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,45,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +47,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +55,Local-gov,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +17,Private,5th-6th,Never-married,Other-service,Other-relative,White,Male,48,Mexico,0 +30,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +49,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Sales,Unmarried,Black,Male,30,Haiti,0 +45,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,20,United-States,0 +22,State-gov,Some-college,Never-married,Protective-serv,Own-child,Black,Female,40,United-States,0 +43,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,42,United-States,0 +67,,11th,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +30,,Assoc-voc,Divorced,,Unmarried,White,Female,40,United-States,0 +56,Private,Assoc-acdm,Married-spouse-absent,Other-service,Not-in-family,White,Male,25,Iran,0 +31,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,25,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Local-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +59,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +38,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +65,Private,11th,Widowed,Other-service,Unmarried,Other,Male,40,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +26,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Portugal,0 +36,Private,10th,Married-civ-spouse,Other-service,Wife,White,Female,24,United-States,0 +62,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +43,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +22,Private,HS-grad,Married-spouse-absent,Sales,Not-in-family,White,Male,55,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +22,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Female,15,United-States,0 +57,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +39,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +26,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,15,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +40,State-gov,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,38,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +44,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +20,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +46,Self-emp-not-inc,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,30,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +54,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +46,Private,5th-6th,Divorced,Craft-repair,Not-in-family,White,Female,45,United-States,0 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +36,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +29,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,6,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +27,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +46,Self-emp-not-inc,Assoc-acdm,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +34,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,,1 +34,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +44,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Divorced,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +20,,HS-grad,Never-married,,Other-relative,White,Female,35,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +52,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +50,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +34,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Female,64,United-States,0 +28,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,40,Puerto-Rico,0 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +28,,Some-college,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +41,Local-gov,Some-college,Divorced,Other-service,Not-in-family,Black,Female,24,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +33,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +46,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +31,State-gov,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Private,12th,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,1 +52,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +30,Private,11th,Never-married,Other-service,Own-child,White,Female,19,United-States,0 +34,Local-gov,11th,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +34,State-gov,HS-grad,Divorced,Transport-moving,Unmarried,White,Female,40,United-States,0 +20,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,18,United-States,0 +32,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +29,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +33,Private,10th,Never-married,Craft-repair,Unmarried,White,Female,35,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +36,Federal-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,72,Dominican-Republic,0 +63,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +80,,HS-grad,Widowed,,Not-in-family,White,Male,24,United-States,0 +17,,11th,Never-married,,Own-child,White,Male,40,United-States,0 +40,Self-emp-not-inc,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Other-service,Wife,White,Female,25,United-States,1 +27,Private,Some-college,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +34,Local-gov,HS-grad,Never-married,Farming-fishing,Not-in-family,Black,Male,60,United-States,0 +34,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +42,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,28,United-States,0 +24,Federal-gov,HS-grad,Never-married,Armed-Forces,Own-child,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,9th,Never-married,Craft-repair,Other-relative,White,Male,40,Mexico,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,35,United-States,0 +44,Private,HS-grad,Widowed,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,5,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +45,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,,1 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,50,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +32,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +44,Private,Assoc-acdm,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +54,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +50,Private,1st-4th,Married-spouse-absent,Craft-repair,Unmarried,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,20,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,60,United-States,0 +52,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,16,United-States,1 +60,Private,Some-college,Never-married,Prof-specialty,Unmarried,White,Male,40,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +67,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Female,24,United-States,0 +46,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +17,Private,9th,Never-married,Other-service,Not-in-family,White,Male,6,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +27,Private,10th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +33,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,Portugal,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +28,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +41,Private,HS-grad,Married-spouse-absent,Craft-repair,Unmarried,White,Female,40,United-States,0 +52,,12th,Never-married,,Other-relative,Black,Male,40,United-States,0 +25,Private,Some-college,Married-spouse-absent,Adm-clerical,Own-child,Black,Female,20,United-States,0 +63,,1st-4th,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +59,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +45,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +40,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +46,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +35,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +34,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,25,United-States,0 +33,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +41,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,36,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +23,Private,5th-6th,Never-married,Other-service,Own-child,White,Male,40,El-Salvador,0 +26,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +72,,HS-grad,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +23,Local-gov,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,Poland,0 +62,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +58,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,42,France,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +19,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,8,United-States,0 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +47,Local-gov,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +49,Private,Assoc-voc,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,42,United-States,0 +53,,5th-6th,Widowed,,Unmarried,Black,Female,30,United-States,0 +32,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +34,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +57,,Assoc-voc,Widowed,,Unmarried,White,Female,38,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,20,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,24,United-States,0 +21,,Some-college,Never-married,,Unmarried,White,Female,35,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +38,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Local-gov,Some-college,Divorced,Handlers-cleaners,Not-in-family,Black,Male,50,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +44,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,58,United-States,1 +28,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +74,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,9,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +44,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +44,Private,11th,Divorced,Machine-op-inspct,Unmarried,Other,Female,46,Puerto-Rico,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +67,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +39,Local-gov,12th,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +57,Private,1st-4th,Widowed,Priv-house-serv,Not-in-family,Black,Female,30,United-States,0 +29,Private,Assoc-voc,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +31,Self-emp-inc,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Female,45,United-States,0 +34,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Private,Doctorate,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,45,United-States,0 +58,Private,10th,Married-civ-spouse,Other-service,Wife,White,Female,8,United-States,0 +35,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,36,United-States,0 +28,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +46,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +36,Self-emp-not-inc,HS-grad,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +72,Private,11th,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,40,United-States,0 +33,Federal-gov,Assoc-voc,Divorced,Craft-repair,Unmarried,Black,Female,40,United-States,1 +69,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,20,,0 +34,Private,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,32,United-States,0 +30,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +28,Private,Bachelors,Never-married,Transport-moving,Not-in-family,White,Male,55,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +47,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +52,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,48,United-States,0 +43,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +45,Private,7th-8th,Separated,Other-service,Unmarried,White,Female,40,Mexico,0 +29,Self-emp-not-inc,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,35,United-States,0 +47,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Male,42,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Male,12,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,70,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Male,40,United-States,1 +18,,12th,Never-married,,Own-child,White,Male,25,United-States,0 +36,Self-emp-not-inc,Assoc-acdm,Divorced,Sales,Unmarried,White,Female,35,United-States,0 +58,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +26,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +65,,Some-college,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Self-emp-not-inc,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,24,United-States,0 +29,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,60,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +52,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,1 +57,Self-emp-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,80,United-States,0 +42,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +55,,HS-grad,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,40,United-States,0 +60,Private,7th-8th,Never-married,Transport-moving,Not-in-family,White,Male,48,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Canada,1 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +23,,Some-college,Never-married,,Unmarried,Amer-Indian-Eskimo,Female,25,United-States,0 +42,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +25,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +49,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +32,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,28,United-States,0 +60,Private,7th-8th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +42,Local-gov,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,Assoc-acdm,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +48,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,37,United-States,0 +51,Private,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +36,Local-gov,HS-grad,Separated,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,21,United-States,0 +52,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +39,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,60,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,45,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,32,United-States,0 +52,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +46,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Female,20,United-States,0 +45,Private,11th,Widowed,Other-service,Not-in-family,Black,Female,20,United-States,0 +65,Private,9th,Widowed,Priv-house-serv,Unmarried,Black,Female,24,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +47,Private,9th,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,40,El-Salvador,0 +30,Private,HS-grad,Never-married,Farming-fishing,Own-child,Black,Male,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,64,United-States,0 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,26,United-States,1 +47,Self-emp-not-inc,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +49,Local-gov,10th,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,1 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,14,United-States,0 +21,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +47,Self-emp-inc,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,Cuba,0 +52,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +26,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,55,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +50,Self-emp-inc,Doctorate,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +31,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +71,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,15,United-States,0 +58,,HS-grad,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +30,State-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +24,Private,HS-grad,Never-married,Exec-managerial,Other-relative,White,Male,50,United-States,0 +35,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Taiwan,1 +38,State-gov,Some-college,Separated,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,32,United-States,0 +29,State-gov,Some-college,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +70,,9th,Widowed,,Unmarried,White,Female,15,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +44,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +44,Self-emp-not-inc,12th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,1 +35,Private,Masters,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +27,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +43,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +42,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +27,State-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +20,,11th,Married-spouse-absent,,Own-child,Asian-Pac-Islander,Female,40,South,0 +24,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +48,Federal-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,20,United-States,0 +17,Self-emp-not-inc,11th,Never-married,Farming-fishing,Own-child,White,Male,10,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +50,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +22,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +32,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Mexico,0 +31,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +58,Self-emp-not-inc,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +29,Local-gov,HS-grad,Never-married,Protective-serv,Own-child,White,Male,48,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Portugal,1 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Local-gov,Some-college,Separated,Exec-managerial,Unmarried,Black,Male,40,United-States,0 +18,State-gov,11th,Never-married,Adm-clerical,Own-child,White,Female,5,United-States,0 +34,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +66,,7th-8th,Never-married,,Not-in-family,White,Male,4,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,55,United-States,0 +41,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,35,Dominican-Republic,0 +26,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,30,United-States,0 +54,Local-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Black,Female,45,United-States,0 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +23,State-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,20,United-States,0 +25,,Assoc-acdm,Never-married,,Other-relative,White,Male,45,United-States,0 +35,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +31,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +30,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,Poland,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +36,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +31,Private,Bachelors,Widowed,Sales,Unmarried,White,Female,40,Cuba,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Doctorate,Divorced,Prof-specialty,Unmarried,White,Female,65,United-States,1 +44,Private,Bachelors,Divorced,Exec-managerial,Own-child,White,Female,50,United-States,1 +40,Private,12th,Married-civ-spouse,Other-service,Husband,Black,Male,40,Jamaica,0 +45,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +18,Private,11th,Never-married,Other-service,Other-relative,White,Male,25,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +36,Private,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,40,,0 +40,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +36,Local-gov,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,35,Honduras,0 +31,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,State-gov,HS-grad,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +33,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +50,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +43,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,,1 +44,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +65,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,59,,1 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,24,United-States,0 +55,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +26,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +25,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +45,,Some-college,Married-civ-spouse,,Wife,Black,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Never-married,Sales,Not-in-family,Black,Female,36,United-States,0 +43,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +56,Private,HS-grad,Widowed,Other-service,Unmarried,Black,Female,20,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,25,United-States,0 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,72,United-States,0 +42,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +26,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +17,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +42,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +29,Private,11th,Never-married,Craft-repair,Own-child,Black,Male,40,Haiti,0 +46,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,37,United-States,0 +29,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +22,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Male,20,United-States,0 +58,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,50,United-States,0 +39,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +27,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,38,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +33,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +46,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +37,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,Black,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,18,United-States,0 +59,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,1 +34,Local-gov,HS-grad,Divorced,Protective-serv,Unmarried,White,Male,40,Portugal,0 +53,Self-emp-inc,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +51,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,55,United-States,1 +32,Private,10th,Separated,Other-service,Unmarried,White,Female,42,United-States,0 +31,State-gov,Some-college,Married-spouse-absent,Other-service,Other-relative,White,Male,40,United-States,0 +22,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,30,Germany,0 +47,Self-emp-not-inc,Bachelors,Divorced,Sales,Not-in-family,White,Female,50,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Female,38,United-States,0 +37,Private,5th-6th,Separated,Farming-fishing,Not-in-family,White,Male,32,Guatemala,0 +31,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,55,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,24,United-States,1 +55,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,38,United-States,0 +23,Local-gov,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Male,56,United-States,0 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,0 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +54,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +43,State-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +28,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,White,Female,42,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +40,Private,Bachelors,Never-married,Sales,Not-in-family,Other,Female,55,United-States,1 +42,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,38,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +18,Private,12th,Never-married,Machine-op-inspct,Own-child,White,Male,30,United-States,0 +59,,HS-grad,Married-civ-spouse,,Husband,White,Male,16,United-States,0 +21,,HS-grad,Never-married,,Not-in-family,White,Female,40,United-States,0 +48,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,33,United-States,0 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +22,Private,Some-college,Never-married,Other-service,Other-relative,Black,Male,20,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +46,Private,Masters,Never-married,Tech-support,Not-in-family,White,Male,35,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,England,1 +43,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,30,United-States,0 +68,Self-emp-not-inc,11th,Never-married,Farming-fishing,Unmarried,White,Male,20,United-States,0 +31,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +50,,Masters,Married-spouse-absent,,Other-relative,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,47,United-States,1 +64,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +30,Private,HS-grad,Separated,Other-service,Own-child,White,Female,36,United-States,0 +22,,Some-college,Never-married,,Own-child,Black,Male,40,United-States,0 +43,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +17,Private,10th,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,75,Italy,0 +41,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +56,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +48,Private,Assoc-voc,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +31,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,46,United-States,0 +29,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +57,Private,HS-grad,Widowed,Transport-moving,Unmarried,White,Male,42,United-States,1 +62,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +39,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Female,24,United-States,0 +43,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,25,United-States,0 +24,Self-emp-inc,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +42,,11th,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +53,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +26,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +73,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +72,,11th,Widowed,,Not-in-family,White,Female,24,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +41,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +63,Private,HS-grad,Widowed,Farming-fishing,Not-in-family,White,Male,6,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +51,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +62,Local-gov,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,48,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +40,Local-gov,HS-grad,Divorced,Other-service,Not-in-family,White,Female,50,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,18,United-States,0 +61,Private,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +26,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,55,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +48,State-gov,Doctorate,Divorced,Prof-specialty,Own-child,White,Male,50,United-States,1 +34,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +34,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +34,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +49,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,56,United-States,1 +18,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +48,Private,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +28,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,15,United-States,0 +21,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Male,28,United-States,0 +39,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +29,Self-emp-not-inc,Bachelors,Separated,Prof-specialty,Own-child,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,50,United-States,0 +71,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,China,1 +55,Private,5th-6th,Divorced,Other-service,Unmarried,Black,Male,25,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +23,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,Black,Female,7,United-States,0 +38,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +49,Private,9th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,40,Philippines,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Wife,White,Female,60,United-States,0 +63,,Some-college,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,28,United-States,0 +33,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,0 +29,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Female,45,United-States,0 +48,,Some-college,Divorced,,Unmarried,Black,Female,30,United-States,0 +35,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,India,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +42,Self-emp-not-inc,Prof-school,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,1 +40,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Divorced,Sales,Own-child,White,Male,55,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,50,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +63,Local-gov,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,55,United-States,0 +51,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +27,,Assoc-acdm,Married-civ-spouse,,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +46,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,38,United-States,0 +37,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,52,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,Black,Male,15,United-States,0 +37,Self-emp-not-inc,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +53,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +38,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,44,United-States,0 +53,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +34,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,Black,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,50,South,0 +67,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,1 +81,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,25,United-States,0 +25,Private,Some-college,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,0 +42,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,38,Mexico,0 +38,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +64,,HS-grad,Married-civ-spouse,,Husband,White,Male,5,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,42,United-States,0 +33,Private,1st-4th,Married-spouse-absent,Priv-house-serv,Not-in-family,White,Female,40,Guatemala,0 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,55,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,10,United-States,0 +51,Local-gov,Preschool,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Mexico,0 +37,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,99,United-States,1 +47,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,25,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +31,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,1 +31,Private,Assoc-acdm,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +38,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,45,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +54,Local-gov,Some-college,Divorced,Exec-managerial,Unmarried,Black,Female,35,United-States,0 +40,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +43,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,35,United-States,0 +44,Self-emp-not-inc,Some-college,Divorced,Farming-fishing,Unmarried,White,Male,40,United-States,0 +44,State-gov,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,1 +51,Private,7th-8th,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,30,,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +33,Local-gov,10th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +32,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,38,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,70,Mexico,0 +36,Private,10th,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +35,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,India,1 +36,,Assoc-voc,Widowed,,Not-in-family,White,Female,20,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +28,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,35,United-States,0 +67,Private,Bachelors,Widowed,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,70,United-States,0 +25,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +40,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +78,Private,HS-grad,Widowed,Other-service,Not-in-family,Black,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +49,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,44,United-States,0 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,42,United-States,0 +45,Local-gov,HS-grad,Widowed,Protective-serv,Not-in-family,White,Male,40,United-States,1 +63,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +41,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Female,35,United-States,0 +47,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +51,Private,Some-college,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +35,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +45,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +48,Federal-gov,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,58,United-States,1 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +50,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +38,State-gov,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,60,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +66,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +39,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,Germany,0 +51,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +34,Private,Assoc-voc,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,0 +48,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +51,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,32,United-States,0 +22,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Own-child,White,Male,30,United-States,0 +41,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,50,Japan,0 +48,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +42,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,30,United-States,0 +34,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,Yugoslavia,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,45,,0 +45,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +48,Private,10th,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +48,Self-emp-inc,Masters,Married-spouse-absent,Sales,Not-in-family,Asian-Pac-Islander,Male,50,India,0 +31,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +20,State-gov,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +27,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +76,,7th-8th,Widowed,,Not-in-family,White,Male,2,United-States,0 +19,,HS-grad,Never-married,,Unmarried,White,Male,40,United-States,0 +66,Self-emp-inc,9th,Married-civ-spouse,Exec-managerial,Husband,White,Male,1,,0 +37,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,75,United-States,0 +34,Private,HS-grad,Divorced,Priv-house-serv,Unmarried,Black,Female,30,United-States,0 +34,,11th,Married-civ-spouse,,Wife,White,Female,8,United-States,0 +90,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +24,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,37,United-States,0 +28,Private,Prof-school,Divorced,Prof-specialty,Unmarried,White,Male,55,United-States,0 +64,,Assoc-acdm,Never-married,,Not-in-family,White,Female,20,United-States,0 +23,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +53,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,Canada,1 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +52,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +38,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,Iran,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +30,Self-emp-not-inc,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,75,United-States,0 +41,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +49,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,1 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,32,Mexico,0 +34,Private,Assoc-acdm,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +38,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +35,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +36,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +36,Private,Assoc-acdm,Divorced,Tech-support,Not-in-family,White,Female,60,United-States,0 +22,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +48,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,46,United-States,1 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Male,15,United-States,0 +19,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +27,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,50,Taiwan,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,State-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +43,Private,Bachelors,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +19,Local-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,1 +38,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,28,United-States,0 +41,Federal-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +31,Private,Doctorate,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,60,China,0 +34,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +22,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,20,India,0 +62,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Own-child,White,Female,40,United-States,0 +29,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,25,United-States,1 +43,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +68,,7th-8th,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,1 +39,Self-emp-inc,9th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Mexico,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,0 +34,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,White,Female,25,United-States,1 +34,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,33,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,47,United-States,0 +29,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +41,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +35,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,45,Mexico,1 +33,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,45,United-States,1 +37,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,38,United-States,0 +69,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +60,Self-emp-inc,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,70,,1 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +58,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +53,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Japan,0 +29,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +45,Federal-gov,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +34,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,35,United-States,0 +20,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +63,Federal-gov,HS-grad,Widowed,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +41,Self-emp-not-inc,Some-college,Divorced,Other-service,Unmarried,White,Male,45,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +30,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +34,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,Mexico,0 +37,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,38,United-States,0 +42,,Some-college,Divorced,,Unmarried,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Jamaica,1 +46,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +35,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,60,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,53,United-States,0 +41,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,Mexico,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +59,Federal-gov,HS-grad,Widowed,Sales,Unmarried,White,Female,40,Germany,0 +40,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,37,United-States,0 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +30,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +61,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +50,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +40,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,39,United-States,0 +24,,Some-college,Never-married,,Not-in-family,White,Male,40,,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,54,United-States,0 +43,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,54,Mexico,0 +46,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +28,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +26,Private,Bachelors,Never-married,Transport-moving,Unmarried,Asian-Pac-Islander,Male,40,,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,28,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Widowed,Transport-moving,Unmarried,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +54,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +33,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +65,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,20,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Female,8,United-States,0 +88,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +50,Private,11th,Divorced,Other-service,Not-in-family,Black,Female,40,United-States,0 +25,Private,Masters,Married-civ-spouse,Farming-fishing,Not-in-family,White,Male,99,United-States,1 +20,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +58,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +22,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +50,State-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +47,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +24,Local-gov,11th,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,45,United-States,0 +50,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +40,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,,Masters,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +59,Federal-gov,Some-college,Never-married,Exec-managerial,Own-child,Black,Female,40,United-States,0 +65,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +24,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,65,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,35,United-States,0 +51,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +49,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +51,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +59,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +18,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,Dominican-Republic,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +45,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,80,United-States,1 +30,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +37,Private,Bachelors,Divorced,Craft-repair,Not-in-family,White,Male,35,United-States,0 +44,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,1 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +61,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +61,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,42,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +37,Private,Some-college,Separated,Adm-clerical,Own-child,White,Male,62,United-States,0 +31,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,20,United-States,0 +54,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +63,,Bachelors,Widowed,,Not-in-family,White,Female,40,United-States,1 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +33,,HS-grad,Divorced,,Not-in-family,Asian-Pac-Islander,Female,41,China,0 +31,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Widowed,Adm-clerical,Own-child,White,Female,40,United-States,0 +38,Private,Masters,Married-civ-spouse,Transport-moving,Husband,White,Male,72,,1 +29,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +50,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,England,0 +75,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +52,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +31,Private,11th,Separated,Other-service,Not-in-family,Black,Female,42,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +34,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,24,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Other-relative,White,Female,40,Cuba,0 +31,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +42,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +35,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +55,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +36,State-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +65,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,59,United-States,1 +38,Local-gov,Some-college,Never-married,Other-service,Not-in-family,White,Male,12,United-States,0 +62,Private,Some-college,Widowed,Other-service,Not-in-family,White,Female,20,United-States,0 +54,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +49,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +51,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,,0 +52,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +28,Self-emp-not-inc,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,0 +38,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +43,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,State-gov,Some-college,Separated,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,1 +69,,Assoc-voc,Widowed,,Not-in-family,White,Female,1,United-States,0 +73,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,37,United-States,0 +22,Self-emp-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +31,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +37,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,37,United-States,0 +44,Local-gov,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +47,Private,Bachelors,Never-married,Exec-managerial,Unmarried,Black,Female,45,United-States,0 +27,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Female,80,United-States,0 +25,Private,HS-grad,Never-married,Tech-support,Not-in-family,Black,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +51,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +67,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,7,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +42,Federal-gov,Assoc-acdm,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,40,Philippines,1 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Farming-fishing,Own-child,Black,Male,10,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +46,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +57,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +37,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,,12th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +63,Self-emp-not-inc,1st-4th,Widowed,Other-service,Unmarried,White,Female,30,El-Salvador,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,35,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,57,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +44,Local-gov,Some-college,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Federal-gov,Some-college,Never-married,Armed-Forces,Not-in-family,Black,Male,60,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,Japan,0 +58,Self-emp-inc,Some-college,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,1 +36,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,United-States,1 +29,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +26,Private,5th-6th,Never-married,Adm-clerical,Own-child,White,Female,40,Mexico,0 +43,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,1 +45,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +20,,Some-college,Never-married,,Not-in-family,White,Female,25,United-States,0 +51,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,Canada,1 +24,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +35,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,,Assoc-acdm,Never-married,,Not-in-family,White,Male,55,United-States,0 +41,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +61,Local-gov,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +27,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +55,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,24,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +17,,10th,Never-married,,Own-child,White,Male,20,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,,0 +52,Private,HS-grad,Widowed,Other-service,Unmarried,Asian-Pac-Islander,Female,40,India,1 +24,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +29,Private,11th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,35,United-States,0 +57,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,16,United-States,0 +39,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +71,Private,Bachelors,Divorced,Tech-support,Own-child,White,Female,16,United-States,0 +38,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,State-gov,Prof-school,Never-married,Prof-specialty,Unmarried,White,Male,40,United-States,0 +57,Private,Masters,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +47,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +59,State-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Sales,Not-in-family,Other,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +61,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Germany,1 +17,,11th,Never-married,,Own-child,White,Female,30,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,,1 +62,,7th-8th,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +34,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +32,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +42,Private,HS-grad,Separated,Sales,Own-child,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Private,5th-6th,Divorced,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +40,Private,10th,Never-married,Craft-repair,Other-relative,Black,Male,55,United-States,0 +31,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,37,United-States,0 +36,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,41,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,24,United-States,0 +51,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,Italy,0 +31,Federal-gov,Assoc-voc,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +49,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,40,United-States,0 +53,Federal-gov,Some-college,Widowed,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Japan,1 +20,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +43,Private,Masters,Never-married,Other-service,Not-in-family,White,Female,30,Poland,0 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,0 +43,Local-gov,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +41,Private,HS-grad,Divorced,Sales,Unmarried,Black,Female,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +65,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,Canada,0 +25,Private,Some-college,Separated,Adm-clerical,Own-child,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +45,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,45,United-States,0 +37,Private,HS-grad,Never-married,Sales,Not-in-family,Black,Male,44,United-States,0 +40,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Other-relative,White,Male,70,Iran,1 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,5,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +40,Local-gov,7th-8th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,,1 +59,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +19,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +43,Private,10th,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +42,Private,10th,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +54,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +51,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +40,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +55,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,25,United-States,0 +50,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +42,,HS-grad,Divorced,,Unmarried,Black,Female,32,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,1 +30,Private,11th,Divorced,Sales,Own-child,White,Male,40,United-States,0 +39,Local-gov,Assoc-acdm,Married-civ-spouse,Craft-repair,Wife,White,Female,50,United-States,1 +37,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,78,Thailand,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +52,Self-emp-not-inc,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +28,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,20,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,52,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,90,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +47,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,50,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +40,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,45,United-States,0 +41,Private,11th,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +53,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +46,Private,11th,Divorced,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Male,43,Germany,0 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,1 +39,Private,9th,Married-civ-spouse,Other-service,Wife,Black,Female,34,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +49,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Peru,0 +59,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +32,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +18,,Some-college,Never-married,,Own-child,White,Female,15,United-States,0 +35,State-gov,Some-college,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +58,Self-emp-inc,10th,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,43,Mexico,0 +36,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +41,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Unmarried,White,Female,35,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +50,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,16,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,1 +50,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,66,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +44,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +60,Private,11th,Widowed,Transport-moving,Unmarried,Black,Male,40,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,30,United-States,0 +49,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,60,United-States,1 +56,Private,HS-grad,Widowed,Adm-clerical,Unmarried,Black,Female,38,United-States,0 +25,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +76,,HS-grad,Widowed,,Not-in-family,Black,Female,2,United-States,0 +41,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +48,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,10th,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +40,Private,10th,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +70,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +49,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,75,United-States,0 +24,Private,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,60,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,1 +61,Private,Prof-school,Married-civ-spouse,Transport-moving,Husband,White,Male,5,United-States,1 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +28,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +69,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,11,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,36,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,0 +38,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,48,United-States,0 +26,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,24,United-States,0 +33,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,0 +58,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +53,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,25,United-States,0 +43,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +31,Private,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +30,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,42,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +57,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +37,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Male,60,United-States,1 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +26,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,41,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +53,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,1 +27,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Amer-Indian-Eskimo,Male,40,United-States,0 +28,Self-emp-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +32,Private,11th,Divorced,Sales,Not-in-family,White,Male,43,United-States,1 +35,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,65,United-States,0 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,1 +49,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,45,United-States,0 +64,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +60,,Masters,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,0 +58,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,14,United-States,0 +42,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +25,Private,Some-college,Married-spouse-absent,Prof-specialty,Unmarried,Black,Male,40,United-States,0 +30,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +37,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +66,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +59,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,England,1 +44,Private,Bachelors,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,China,0 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,58,United-States,1 +59,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +17,Local-gov,9th,Never-married,Other-service,Own-child,Black,Male,9,United-States,0 +47,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +47,State-gov,9th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Female,40,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Black,Male,15,United-States,0 +33,Private,HS-grad,Divorced,Other-service,Unmarried,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,12,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +40,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +48,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,1 +49,Private,10th,Married-civ-spouse,Transport-moving,Husband,Black,Male,42,United-States,1 +50,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Private,10th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +35,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Male,40,United-States,0 +26,State-gov,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,30,United-States,0 +62,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,0 +39,Local-gov,HS-grad,Separated,Protective-serv,Not-in-family,White,Male,40,United-States,0 +59,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +69,,5th-6th,Divorced,,Not-in-family,White,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Male,30,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +27,Private,10th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +17,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,24,United-States,0 +56,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +62,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +44,Private,12th,Divorced,Transport-moving,Unmarried,Black,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +41,Self-emp-not-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,,0 +25,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,65,United-States,0 +21,Private,Some-college,Never-married,Other-service,Other-relative,Black,Female,8,United-States,0 +18,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,6,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +75,,Bachelors,Widowed,,Not-in-family,White,Female,16,United-States,1 +51,Private,7th-8th,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +42,Federal-gov,HS-grad,Separated,Other-service,Other-relative,Black,Female,40,United-States,0 +47,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Female,35,Outlying-US(Guam-USVI-etc),0 +29,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +33,Private,11th,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +43,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,16,United-States,0 +19,,Bachelors,Never-married,,Own-child,Black,Female,40,Jamaica,0 +44,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +49,,10th,Separated,,Own-child,White,Male,40,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,52,United-States,0 +24,State-gov,Some-college,Never-married,Tech-support,Not-in-family,White,Male,50,United-States,0 +32,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +72,,HS-grad,Widowed,,Not-in-family,White,Female,8,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +31,Private,Bachelors,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,,0 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +51,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Male,45,Scotland,0 +28,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,20,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +65,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,16,United-States,0 +26,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,50,United-States,0 +55,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,1 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,10,United-States,0 +33,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +33,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,60,United-States,0 +37,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Female,40,United-States,0 +19,Private,11th,Never-married,Machine-op-inspct,Own-child,White,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +30,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +57,State-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +22,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +46,State-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +67,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,0 +35,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +47,Private,HS-grad,Separated,Craft-repair,Own-child,White,Male,40,United-States,0 +39,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Divorced,Other-service,Unmarried,Asian-Pac-Islander,Male,40,Philippines,0 +58,Self-emp-not-inc,12th,Divorced,Sales,Not-in-family,White,Female,52,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +45,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,England,1 +54,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,0 +32,Private,11th,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +38,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +37,Private,HS-grad,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +44,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,Other,Female,35,United-States,0 +61,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,60,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +36,,Assoc-acdm,Married-civ-spouse,,Wife,Black,Female,21,Haiti,0 +39,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,70,Mexico,0 +67,Local-gov,HS-grad,Divorced,Other-service,Not-in-family,White,Female,24,United-States,0 +40,State-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +27,Private,5th-6th,Never-married,Farming-fishing,Not-in-family,White,Male,35,Mexico,0 +37,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +57,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,Private,10th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,48,United-States,0 +34,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +52,Private,HS-grad,Divorced,Other-service,Other-relative,Black,Female,38,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +65,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +55,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,10,United-States,0 +71,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +33,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +59,Private,10th,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +36,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +26,Self-emp-not-inc,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +34,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Italy,1 +26,,HS-grad,Separated,,Unmarried,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Male,16,United-States,0 +55,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,18,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +62,Private,7th-8th,Married-civ-spouse,Protective-serv,Husband,White,Male,40,Cuba,0 +44,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +39,,HS-grad,Divorced,,Unmarried,White,Female,40,United-States,0 +50,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +35,Private,11th,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +46,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +44,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +43,Private,Some-college,Never-married,Exec-managerial,Unmarried,White,Male,50,United-States,0 +51,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +47,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Italy,1 +43,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,0 +64,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,,1 +24,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +27,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,12,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +20,Self-emp-not-inc,HS-grad,Never-married,Transport-moving,Own-child,White,Male,80,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +43,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,45,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +53,Private,9th,Divorced,Other-service,Not-in-family,White,Female,36,Canada,0 +44,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,50,United-States,0 +53,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,43,United-States,0 +35,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +54,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +37,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +24,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,50,United-States,0 +22,,Some-college,Divorced,,Not-in-family,White,Female,35,United-States,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +32,,7th-8th,Widowed,,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,45,China,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +73,Private,HS-grad,Widowed,Sales,Other-relative,White,Female,15,United-States,0 +47,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +49,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,39,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +39,Private,Some-college,Divorced,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +42,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,45,China,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +31,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,70,United-States,0 +38,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,48,United-States,1 +40,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +44,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +49,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +31,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,42,United-States,0 +24,Private,Masters,Never-married,Exec-managerial,Own-child,White,Male,90,United-States,0 +46,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Sales,Not-in-family,Black,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,38,United-States,0 +27,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +64,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +26,Private,Bachelors,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,16,United-States,0 +45,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Male,45,,1 +57,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,72,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +45,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,32,United-States,0 +50,Private,7th-8th,Divorced,Craft-repair,Not-in-family,White,Female,30,United-States,0 +38,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +42,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +45,Private,11th,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +37,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +60,Private,10th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,45,United-States,1 +25,Private,Bachelors,Married-civ-spouse,Exec-managerial,Own-child,White,Female,40,United-States,0 +47,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,60,Japan,0 +40,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,70,United-States,0 +51,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Private,10th,Never-married,Machine-op-inspct,Own-child,Black,Male,45,United-States,0 +46,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +24,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +32,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +71,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,20,United-States,0 +26,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-spouse-absent,Protective-serv,Not-in-family,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +51,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +17,,10th,Never-married,,Own-child,White,Female,20,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,1 +31,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +59,Local-gov,HS-grad,Widowed,Farming-fishing,Unmarried,White,Male,40,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,30,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,10th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,38,United-States,0 +42,Local-gov,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +35,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,1 +40,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +66,Private,5th-6th,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Female,40,Puerto-Rico,0 +30,Federal-gov,9th,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +43,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +47,Private,9th,Never-married,Other-service,Unmarried,White,Female,50,United-States,0 +45,Private,Masters,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +31,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,Trinadad&Tobago,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +28,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +50,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +63,Private,7th-8th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Widowed,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +52,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,38,United-States,0 +38,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,United-States,1 +41,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +50,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +59,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,49,United-States,0 +73,Local-gov,7th-8th,Married-civ-spouse,Protective-serv,Husband,White,Male,10,United-States,0 +52,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Male,38,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +51,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,56,United-States,1 +22,Private,11th,Widowed,Sales,Own-child,Black,Female,35,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +46,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +43,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +25,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +31,Private,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,36,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,45,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,84,United-States,1 +51,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,1 +22,Self-emp-not-inc,HS-grad,Never-married,Prof-specialty,Unmarried,White,Female,40,Dominican-Republic,1 +37,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +45,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Female,55,United-States,0 +21,State-gov,Some-college,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +52,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +46,Local-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,24,United-States,0 +42,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,38,United-States,0 +56,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +58,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +70,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +30,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +23,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,44,United-States,0 +34,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,0 +24,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Private,7th-8th,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +45,Federal-gov,HS-grad,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,Puerto-Rico,0 +34,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +21,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +63,,Masters,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +23,Private,9th,Never-married,Handlers-cleaners,Own-child,Black,Male,36,United-States,0 +28,Private,Bachelors,Divorced,Craft-repair,Unmarried,White,Male,50,United-States,0 +29,Self-emp-not-inc,HS-grad,Never-married,Transport-moving,Unmarried,Black,Male,45,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +44,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,8,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +47,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +23,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +61,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +38,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,54,United-States,1 +60,,Bachelors,Married-spouse-absent,,Unmarried,Black,Female,15,United-States,0 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +36,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,48,United-States,0 +46,Private,9th,Divorced,Other-service,Not-in-family,White,Male,25,United-States,0 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +40,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +32,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,37,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +63,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +44,Private,Some-college,Separated,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +23,,Bachelors,Never-married,,Own-child,White,Male,35,United-States,0 +30,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,El-Salvador,0 +42,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,Italy,1 +27,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Male,48,United-States,0 +27,Local-gov,Some-college,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,45,United-States,0 +68,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +55,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,1 +22,Self-emp-not-inc,HS-grad,Never-married,Other-service,Own-child,White,Male,40,Greece,0 +25,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,15,United-States,0 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +62,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,16,United-States,0 +26,Private,HS-grad,Divorced,Other-service,Other-relative,White,Male,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +68,Private,Some-college,Widowed,Sales,Not-in-family,White,Male,40,United-States,0 +42,Local-gov,Bachelors,Separated,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +26,Private,11th,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,50,United-States,0 +29,Private,Some-college,Never-married,Other-service,Not-in-family,Other,Male,40,,0 +65,Without-pay,7th-8th,Widowed,Farming-fishing,Unmarried,White,Female,50,United-States,0 +31,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +45,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +26,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +26,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +36,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +38,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,48,United-States,0 +52,Self-emp-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +39,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,Mexico,0 +41,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +28,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,Black,Male,46,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,35,United-States,0 +35,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +38,Private,Masters,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,18,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +57,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,80,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,48,United-States,0 +50,,11th,Married-civ-spouse,,Own-child,Black,Female,40,United-States,0 +28,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,48,China,0 +25,Private,HS-grad,Married-civ-spouse,Tech-support,Other-relative,White,Female,48,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +90,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +38,Local-gov,Bachelors,Separated,Prof-specialty,Unmarried,Black,Male,40,United-States,0 +35,Private,Bachelors,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,40,United-States,0 +50,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Canada,1 +26,Local-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +56,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +24,Local-gov,HS-grad,Divorced,Protective-serv,Unmarried,Black,Female,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +18,Local-gov,11th,Never-married,Adm-clerical,Other-relative,White,Female,25,United-States,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +57,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,State-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +29,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,Nicaragua,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +44,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +77,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,6,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +66,Private,10th,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +40,Private,11th,Never-married,Transport-moving,Own-child,White,Male,35,United-States,0 +68,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +64,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,38,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,38,United-States,0 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +28,Private,Bachelors,Never-married,Transport-moving,Unmarried,White,Male,20,United-States,0 +29,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,36,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,30,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +55,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,South,1 +35,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +31,,11th,Separated,,Not-in-family,Black,Male,40,United-States,0 +26,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,55,Germany,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +40,Private,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,Cambodia,1 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +48,Self-emp-not-inc,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +39,Local-gov,10th,Divorced,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +53,Local-gov,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +49,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +60,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +29,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,48,United-States,0 +54,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +28,,Assoc-acdm,Married-AF-spouse,,Wife,White,Female,3,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +30,Private,Some-college,Never-married,Sales,Not-in-family,Black,Female,35,United-States,0 +19,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,45,,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +47,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,70,United-States,1 +50,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Male,38,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Female,45,United-States,1 +44,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +75,Self-emp-not-inc,Masters,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +51,State-gov,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,38,United-States,0 +35,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,35,United-States,0 +28,Private,Some-college,Never-married,Sales,Other-relative,White,Female,40,United-States,0 +66,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +72,Private,9th,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,48,United-States,1 +39,Private,Bachelors,Separated,Sales,Not-in-family,White,Male,50,United-States,0 +27,Private,HS-grad,Never-married,Farming-fishing,Own-child,Black,Male,30,United-States,0 +57,Private,Some-college,Never-married,Adm-clerical,Other-relative,Black,Female,40,Jamaica,0 +24,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,70,United-States,0 +23,Private,Some-college,Married-spouse-absent,Other-service,Not-in-family,White,Female,50,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +31,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +31,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,80,,0 +34,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +57,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Cuba,1 +23,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +24,Local-gov,Assoc-acdm,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +36,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,England,0 +32,Private,Some-college,Divorced,Other-service,Other-relative,White,Male,40,Nicaragua,0 +35,Private,Assoc-acdm,Divorced,Other-service,Own-child,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,,Bachelors,Never-married,,Not-in-family,White,Female,50,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +44,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +32,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +63,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,10,United-States,1 +34,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +27,Private,11th,Married-civ-spouse,Sales,Own-child,Black,Male,35,United-States,0 +23,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,42,United-States,0 +19,,Some-college,Never-married,,Other-relative,Amer-Indian-Eskimo,Female,40,United-States,0 +50,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +49,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,0 +61,Private,7th-8th,Widowed,Other-service,Unmarried,Black,Female,38,United-States,0 +41,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,16,United-States,0 +27,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +53,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,70,United-States,0 +17,Self-emp-not-inc,10th,Never-married,Adm-clerical,Own-child,White,Male,10,United-States,0 +23,,HS-grad,Never-married,,Not-in-family,White,Male,30,United-States,0 +53,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,1 +24,Private,Bachelors,Married-spouse-absent,Prof-specialty,Own-child,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +18,Private,11th,Never-married,Other-service,Other-relative,Black,Male,20,United-States,0 +24,Private,Some-college,Never-married,Sales,Unmarried,White,Male,50,Mexico,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +30,Local-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,State-gov,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +20,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,40,Mexico,0 +47,Private,HS-grad,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,32,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +42,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +60,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Priv-house-serv,Unmarried,White,Female,40,Mexico,0 +46,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +66,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,30,United-States,1 +34,Private,Some-college,Divorced,Exec-managerial,Own-child,White,Male,44,United-States,0 +45,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,46,United-States,0 +35,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +51,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +36,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +25,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +51,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,38,United-States,0 +25,Self-emp-not-inc,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,45,United-States,0 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +59,Local-gov,HS-grad,Separated,Protective-serv,Unmarried,Black,Female,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Some-college,Separated,Exec-managerial,Unmarried,White,Female,60,United-States,0 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +28,,HS-grad,Married-civ-spouse,,Wife,White,Female,17,Honduras,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,38,United-States,1 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,36,United-States,0 +31,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,44,United-States,1 +42,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +29,,Bachelors,Never-married,,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,47,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Male,36,United-States,0 +49,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,16,Japan,0 +56,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,46,United-States,0 +52,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +61,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,4,,0 +47,State-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +52,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +43,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +35,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,40,,0 +17,,12th,Never-married,,Own-child,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Married-spouse-absent,Craft-repair,Other-relative,Black,Female,35,Dominican-Republic,0 +58,Local-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +66,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +46,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +57,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Tech-support,Own-child,White,Female,10,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,55,United-States,0 +45,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +61,,Doctorate,Widowed,,Not-in-family,White,Female,5,United-States,0 +39,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,53,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Protective-serv,Own-child,Black,Male,16,United-States,0 +25,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +47,Private,5th-6th,Never-married,Priv-house-serv,Own-child,White,Female,40,El-Salvador,0 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Male,45,United-States,0 +20,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Female,15,United-States,0 +35,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,70,United-States,0 +44,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,38,Jamaica,1 +47,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +28,State-gov,11th,Separated,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,India,0 +41,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,60,United-States,0 +31,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,25,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +61,Private,Some-college,Never-married,Priv-house-serv,Not-in-family,White,Female,40,United-States,0 +42,Federal-gov,Some-college,Divorced,Adm-clerical,Other-relative,White,Female,40,Puerto-Rico,0 +46,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,28,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +54,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Female,38,United-States,0 +49,Private,HS-grad,Widowed,Tech-support,Unmarried,White,Male,40,United-States,0 +56,Local-gov,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +52,Private,Masters,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Puerto-Rico,0 +25,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +28,Private,11th,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +30,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,48,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +75,Private,10th,Widowed,Priv-house-serv,Not-in-family,White,Female,70,United-States,0 +66,,11th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +33,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +57,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +47,Self-emp-not-inc,5th-6th,Married-civ-spouse,Sales,Husband,White,Male,55,Italy,1 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,37,United-States,0 +17,Private,11th,Never-married,Craft-repair,Own-child,White,Male,17,United-States,0 +61,,Bachelors,Married-civ-spouse,,Husband,White,Male,55,United-States,0 +47,,HS-grad,Married-civ-spouse,,Wife,White,Female,8,United-States,1 +22,Private,Some-college,Never-married,Other-service,Own-child,Black,Female,15,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Self-emp-not-inc,Assoc-voc,Divorced,Sales,Unmarried,White,Male,50,United-States,0 +59,Private,10th,Separated,Priv-house-serv,Not-in-family,Black,Female,30,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +33,Private,HS-grad,Separated,Protective-serv,Own-child,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +60,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +64,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +36,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +41,Self-emp-not-inc,Masters,Divorced,Sales,Unmarried,White,Male,5,United-States,1 +35,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,75,United-States,0 +63,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,68,United-States,1 +46,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Male,40,United-States,0 +47,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Male,65,United-States,0 +29,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +74,Federal-gov,Some-college,Widowed,Transport-moving,Not-in-family,White,Female,18,United-States,0 +50,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +48,Private,12th,Separated,Adm-clerical,Own-child,Black,Female,40,United-States,0 +30,Private,9th,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +65,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +28,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,0 +55,Private,Bachelors,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +49,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,50,United-States,0 +31,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,12,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,40,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,60,South,0 +49,Local-gov,HS-grad,Widowed,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +39,,Some-college,Divorced,,Not-in-family,White,Female,35,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,42,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +60,,5th-6th,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +64,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +53,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,37,Mexico,0 +22,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +57,State-gov,HS-grad,Separated,Other-service,Not-in-family,White,Female,35,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,8,United-States,0 +23,Private,7th-8th,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +31,Private,11th,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,0 +23,State-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,22,United-States,0 +30,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Local-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +42,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,1 +51,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Cuba,0 +59,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +45,Private,HS-grad,Never-married,Sales,Not-in-family,Black,Male,40,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,Germany,1 +33,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +37,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +35,Private,Some-college,Never-married,Tech-support,Unmarried,White,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,52,United-States,0 +38,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +54,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +45,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +63,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +58,Self-emp-not-inc,Masters,Divorced,Sales,Not-in-family,White,Male,18,United-States,0 +64,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +44,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +39,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,48,United-States,0 +45,State-gov,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,Private,Doctorate,Married-civ-spouse,Adm-clerical,Husband,White,Male,55,United-States,1 +22,Federal-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +63,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,Assoc-voc,Separated,Other-service,Not-in-family,Black,Male,40,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +29,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +38,Local-gov,Bachelors,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,40,Vietnam,0 +25,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Craft-repair,Other-relative,White,Male,50,United-States,0 +46,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +24,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Male,35,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +23,Private,12th,Never-married,Machine-op-inspct,Own-child,White,Male,21,Mexico,0 +32,Local-gov,HS-grad,Never-married,Transport-moving,Unmarried,Black,Female,37,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Poland,0 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +23,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,10,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Private,Assoc-acdm,Widowed,Other-service,Own-child,White,Female,35,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Other-relative,White,Female,10,United-States,0 +29,Local-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,70,United-States,0 +21,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,27,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,1 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +29,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,Canada,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,55,Taiwan,1 +46,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +34,Private,Some-college,Married-civ-spouse,Protective-serv,Other-relative,Black,Female,25,Haiti,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,24,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,15,United-States,0 +46,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,37,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,15,United-States,0 +52,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +56,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +21,Private,Assoc-voc,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +22,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,20,United-States,0 +31,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,0 +25,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +45,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,40,United-States,0 +26,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,60,United-States,0 +90,Private,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,35,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +64,State-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +56,Private,7th-8th,Widowed,Transport-moving,Not-in-family,White,Male,20,United-States,0 +42,Private,Some-college,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +26,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +31,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +58,Private,Some-college,Widowed,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +58,Self-emp-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,47,United-States,0 +62,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +65,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +40,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,55,United-States,0 +23,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Male,20,China,0 +63,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Private,Some-college,Widowed,Craft-repair,Unmarried,White,Male,40,United-States,0 +25,,Bachelors,Married-spouse-absent,,Not-in-family,White,Male,40,Canada,0 +56,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +32,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +53,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,40,Philippines,1 +32,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +23,Self-emp-not-inc,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +35,Private,11th,Separated,Transport-moving,Not-in-family,White,Male,90,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +41,Private,11th,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,40,Guatemala,0 +22,Private,10th,Never-married,Transport-moving,Own-child,White,Male,25,United-States,0 +23,Private,HS-grad,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +36,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Taiwan,1 +27,,Some-college,Divorced,,Not-in-family,White,Female,25,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Canada,0 +23,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,25,Mexico,0 +21,Private,11th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,0 +18,Private,9th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +62,Self-emp-not-inc,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Federal-gov,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +34,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,England,0 +22,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +28,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +22,,Some-college,Separated,,Own-child,White,Male,25,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +67,,11th,Married-civ-spouse,,Husband,White,Male,3,United-States,0 +20,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +26,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +47,Private,Some-college,Separated,Other-service,Not-in-family,Black,Female,35,United-States,0 +33,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +34,Self-emp-inc,Masters,Separated,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +37,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,Mexico,0 +36,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +61,Local-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,30,,0 +74,,9th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +57,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Poland,0 +55,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,England,0 +20,Private,HS-grad,Divorced,Sales,Not-in-family,Black,Female,40,United-States,0 +43,Private,HS-grad,Never-married,Sales,Not-in-family,Black,Female,44,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,England,1 +25,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +42,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +23,,Some-college,Never-married,,Not-in-family,White,Female,35,United-States,0 +17,Private,11th,Never-married,Craft-repair,Own-child,White,Male,10,United-States,0 +39,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +63,Private,7th-8th,Married-spouse-absent,Other-service,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,30,United-States,0 +56,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +27,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +36,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +30,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,Canada,1 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,0 +35,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +25,Private,12th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +53,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,54,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,35,United-States,0 +34,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,30,United-States,0 +32,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +70,Private,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,25,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +45,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +51,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +36,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,65,United-States,0 +33,Private,Some-college,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +50,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +44,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,1 +39,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +35,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +32,Self-emp-not-inc,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +66,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +68,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +29,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +24,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +61,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,1 +55,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,Greece,1 +20,,Some-college,Never-married,,Own-child,White,Male,36,United-States,0 +41,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +35,Private,Prof-school,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,35,China,0 +42,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +26,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +44,Local-gov,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +31,State-gov,Masters,Never-married,Adm-clerical,Not-in-family,White,Male,25,United-States,0 +39,State-gov,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,24,United-States,0 +32,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +61,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,20,Trinadad&Tobago,0 +54,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,3,United-States,0 +31,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +35,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +29,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,25,United-States,0 +29,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,Black,Female,40,United-States,0 +25,Private,10th,Separated,Other-service,Own-child,White,Female,25,United-States,0 +46,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +35,Private,Assoc-voc,Never-married,Other-service,Unmarried,White,Female,30,United-States,0 +20,Private,10th,Never-married,Sales,Not-in-family,Other,Male,40,United-States,0 +24,Self-emp-not-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +48,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,37,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Local-gov,Some-college,Separated,Adm-clerical,Unmarried,White,Female,38,United-States,0 +31,Self-emp-not-inc,Assoc-voc,Divorced,Craft-repair,Own-child,White,Male,20,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Self-emp-not-inc,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +64,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,Assoc-voc,Divorced,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +69,,HS-grad,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,1 +48,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,55,United-States,0 +46,Private,HS-grad,Divorced,Sales,Other-relative,White,Female,40,United-States,0 +42,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,Black,Female,54,Dominican-Republic,1 +50,Federal-gov,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Tech-support,Other-relative,White,Female,40,Canada,1 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,11th,Never-married,Transport-moving,Own-child,White,Female,38,United-States,0 +21,,Assoc-voc,Never-married,,Not-in-family,White,Male,40,United-States,0 +32,Private,10th,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +69,Self-emp-inc,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,0 +55,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,1 +18,Private,11th,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +74,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,10,United-States,0 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +75,,9th,Married-civ-spouse,,Husband,Black,Male,5,United-States,0 +55,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +52,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +54,Private,Some-college,Divorced,Sales,Unmarried,White,Female,48,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,48,United-States,0 +76,,Some-college,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +18,Private,11th,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +38,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,25,United-States,0 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +57,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Protective-serv,Own-child,Black,Male,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +60,Private,5th-6th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,Puerto-Rico,0 +52,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,50,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Widowed,Craft-repair,Not-in-family,White,Male,55,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +59,Self-emp-not-inc,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,0 +34,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,1 +31,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,50,United-States,1 +42,Private,HS-grad,Divorced,Protective-serv,Not-in-family,Black,Male,35,United-States,0 +70,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,6,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,,1 +47,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,,0 +29,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +27,Private,11th,Never-married,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +25,Private,12th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +28,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,,0 +35,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +54,,Masters,Never-married,,Not-in-family,White,Female,40,United-States,0 +46,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,Assoc-voc,Separated,Other-service,Unmarried,White,Female,35,United-States,0 +65,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,Private,Assoc-voc,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,HS-grad,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Other-relative,White,Female,45,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +49,Federal-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,56,United-States,1 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +18,Local-gov,12th,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +34,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,65,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +27,Federal-gov,HS-grad,Separated,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +63,Private,Assoc-voc,Widowed,Adm-clerical,Unmarried,White,Female,8,United-States,0 +34,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +25,Private,Some-college,Married-spouse-absent,Sales,Not-in-family,White,Male,50,United-States,0 +54,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +35,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,50,United-States,0 +24,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +26,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,35,United-States,0 +59,Local-gov,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Doctorate,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,40,,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Other,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,60,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +22,Local-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,21,United-States,0 +58,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,15,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +40,Private,9th,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,Haiti,0 +46,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +54,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,20,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,Black,Male,30,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +53,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +24,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,13,United-States,0 +29,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,65,United-States,0 +56,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +54,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +21,,Some-college,Never-married,,Not-in-family,White,Female,30,United-States,0 +34,Private,9th,Separated,Craft-repair,Not-in-family,White,Male,40,,0 +56,Private,11th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +19,Private,10th,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +48,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,52,United-States,0 +67,,Masters,Married-civ-spouse,,Husband,Black,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,25,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +40,Private,1st-4th,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,40,Dominican-Republic,0 +28,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +57,Private,1st-4th,Divorced,Craft-repair,Unmarried,White,Male,40,Portugal,0 +51,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,,11th,Never-married,,Not-in-family,White,Female,35,Germany,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,45,,0 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +50,Private,HS-grad,Divorced,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,40,Philippines,0 +33,Private,Some-college,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,,0 +77,Self-emp-not-inc,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,20,United-States,0 +39,Private,Masters,Never-married,Exec-managerial,Not-in-family,Black,Male,52,United-States,1 +67,,HS-grad,Widowed,,Unmarried,White,Male,3,United-States,0 +35,Private,Assoc-acdm,Divorced,Handlers-cleaners,Unmarried,White,Female,24,United-States,0 +23,Private,10th,Never-married,Craft-repair,Own-child,Black,Female,40,United-States,0 +37,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +60,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,1 +32,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,55,United-States,0 +56,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +45,State-gov,Assoc-voc,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +18,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,27,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Other,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,50,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +45,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Sales,Other-relative,Amer-Indian-Eskimo,Female,25,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,30,United-States,0 +31,State-gov,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,45,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +74,Private,Prof-school,Widowed,Adm-clerical,Not-in-family,Black,Female,20,United-States,0 +27,Private,5th-6th,Never-married,Transport-moving,Not-in-family,White,Male,40,Mexico,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +40,Self-emp-inc,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +41,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +25,Private,Masters,Never-married,Sales,Not-in-family,White,Male,20,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +42,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +45,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +52,Federal-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,60,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +42,Federal-gov,11th,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +40,,Some-college,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +55,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +66,,11th,Never-married,,Not-in-family,White,Male,30,United-States,0 +52,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,15,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +52,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +28,Private,5th-6th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,,0 +27,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +27,Self-emp-inc,Some-college,Never-married,Adm-clerical,Own-child,White,Female,45,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Widowed,Other-service,Not-in-family,White,Female,25,Nicaragua,0 +50,Private,7th-8th,Married-civ-spouse,Sales,Husband,Other,Male,49,Dominican-Republic,0 +32,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +43,Private,Masters,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Iran,1 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,40,Vietnam,0 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,55,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,40,Hong,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,24,United-States,0 +31,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +26,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Columbia,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +41,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +48,State-gov,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,56,United-States,1 +40,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +70,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,43,United-States,0 +38,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,75,Mexico,0 +37,Self-emp-not-inc,Some-college,Separated,Other-service,Own-child,White,Female,40,Cuba,0 +49,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +43,Private,1st-4th,Never-married,Sales,Own-child,White,Male,40,United-States,0 +38,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,36,United-States,0 +23,Private,7th-8th,Never-married,Other-service,Not-in-family,White,Male,25,Mexico,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,,Some-college,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Female,45,United-States,0 +64,Private,Some-college,Widowed,Tech-support,Unmarried,White,Female,40,United-States,0 +26,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,28,El-Salvador,0 +55,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +61,Local-gov,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +78,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,15,United-States,0 +27,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +49,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,42,United-States,0 +55,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,58,United-States,0 +22,,HS-grad,Never-married,,Other-relative,White,Female,40,United-States,0 +61,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +64,Self-emp-not-inc,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,5,United-States,0 +46,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +18,Private,Some-college,Divorced,Other-service,Own-child,White,Male,15,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +50,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +40,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +56,Self-emp-not-inc,10th,Divorced,Sales,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +56,Federal-gov,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +40,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +27,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,50,United-States,0 +52,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +46,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,30,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +19,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,White,Male,50,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +24,Private,11th,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +72,Private,Assoc-voc,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +42,Private,Bachelors,Divorced,Sales,Unmarried,White,Male,45,,0 +51,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Male,50,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +40,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,35,United-States,0 +34,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +19,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,Mexico,0 +26,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +45,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,1 +28,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +30,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +32,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Other-relative,Black,Female,20,United-States,0 +62,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,1 +25,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,48,United-States,0 +49,Self-emp-inc,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,32,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,,0 +37,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +58,Private,HS-grad,Divorced,Sales,Other-relative,White,Female,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,45,United-States,1 +41,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +47,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Male,35,United-States,0 +30,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +57,Private,Some-college,Divorced,Exec-managerial,Other-relative,White,Female,10,United-States,0 +46,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +20,Private,9th,Never-married,Machine-op-inspct,Own-child,White,Female,11,Nicaragua,0 +47,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +55,,HS-grad,Divorced,,Not-in-family,White,Male,20,United-States,0 +53,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Greece,1 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +80,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +24,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,Mexico,0 +43,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +40,Private,Some-college,Separated,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +56,,HS-grad,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +34,,11th,Divorced,,Own-child,White,Male,84,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +24,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +34,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,30,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,48,Canada,1 +24,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,38,United-States,0 +22,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +32,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,18,United-States,1 +49,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Black,Male,60,,1 +26,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +27,Self-emp-not-inc,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,70,United-States,0 +35,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,60,Greece,0 +59,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,34,United-States,0 +61,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +31,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +43,Federal-gov,Masters,Divorced,Protective-serv,Not-in-family,White,Male,60,United-States,1 +61,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +54,Private,Assoc-acdm,Widowed,Adm-clerical,Unmarried,White,Female,30,United-States,0 +30,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +27,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,Germany,0 +44,Self-emp-inc,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,60,United-States,0 +64,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,Cuba,0 +55,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,55,United-States,0 +61,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,35,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,0 +34,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +47,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +35,Private,11th,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Other-service,Own-child,Black,Female,25,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +33,Private,Masters,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +25,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +18,Private,10th,Never-married,Sales,Own-child,White,Male,10,United-States,0 +47,State-gov,Masters,Separated,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +44,Private,HS-grad,Widowed,Other-service,Unmarried,Black,Female,30,United-States,0 +41,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +30,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +53,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +53,Private,HS-grad,Widowed,Other-service,Unmarried,Black,Female,20,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,20,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,24,United-States,0 +27,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +50,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,37,Mexico,0 +36,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +41,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,1 +41,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +32,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,48,United-States,0 +22,Private,10th,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +18,Local-gov,12th,Never-married,Prof-specialty,Own-child,White,Male,30,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,30,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,55,United-States,0 +35,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +63,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +39,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +58,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +29,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,Japan,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +69,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,15,United-States,0 +28,Private,10th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +38,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +45,Local-gov,Prof-school,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +33,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +37,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +26,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,37,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +20,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,30,United-States,0 +28,Private,HS-grad,Separated,Sales,Other-relative,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +33,Private,Assoc-voc,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +46,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +28,,11th,Divorced,,Unmarried,White,Female,58,Canada,0 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +40,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +47,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +44,Private,1st-4th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,El-Salvador,0 +25,Private,12th,Never-married,Handlers-cleaners,Unmarried,White,Male,43,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +29,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,25,United-States,0 +30,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,7th-8th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +25,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,30,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +43,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +46,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,State-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,35,United-States,0 +38,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,33,United-States,1 +29,Private,HS-grad,Never-married,Protective-serv,Other-relative,Black,Male,40,United-States,0 +25,Private,5th-6th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +56,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +31,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +22,Private,11th,Never-married,Other-service,Other-relative,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +28,Private,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +45,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +71,Private,Preschool,Widowed,Craft-repair,Unmarried,Black,Male,10,United-States,0 +65,,HS-grad,Widowed,,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +19,Federal-gov,HS-grad,Married-AF-spouse,Sales,Wife,White,Female,40,United-States,0 +34,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +40,Private,HS-grad,Married-spouse-absent,Other-service,Own-child,White,Female,40,United-States,0 +90,Private,Some-college,Separated,Adm-clerical,Own-child,White,Female,40,Puerto-Rico,0 +56,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,16,United-States,0 +21,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +45,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,27,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +64,Private,10th,Separated,Other-service,Not-in-family,White,Female,35,United-States,0 +29,Local-gov,Masters,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,Taiwan,0 +22,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,30,Germany,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,Italy,1 +67,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,75,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +53,Private,11th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +81,Private,9th,Widowed,Priv-house-serv,Not-in-family,Black,Female,5,United-States,0 +33,Local-gov,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Female,8,United-States,0 +55,Self-emp-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,,1 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +40,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,45,United-States,0 +30,Local-gov,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Private,11th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +26,Private,Masters,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +38,Private,Some-college,Divorced,Sales,Unmarried,White,Female,38,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,98,United-States,0 +23,Private,7th-8th,Never-married,Craft-repair,Other-relative,White,Male,36,United-States,0 +56,Private,HS-grad,Divorced,Craft-repair,Unmarried,Black,Male,40,United-States,0 +42,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +40,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,Canada,0 +49,Private,Assoc-acdm,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +35,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,,0 +52,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,Black,Female,35,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +35,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,5,United-States,0 +43,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +32,,Assoc-voc,Never-married,,Unmarried,White,Female,2,United-States,0 +29,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Own-child,White,Male,50,Italy,1 +23,Private,Bachelors,Never-married,Machine-op-inspct,Own-child,White,Male,25,United-States,0 +50,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,0 +34,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +47,Private,11th,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,40,United-States,0 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,35,United-States,0 +75,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,State-gov,Bachelors,Never-married,Tech-support,Own-child,Asian-Pac-Islander,Male,20,United-States,0 +17,Local-gov,11th,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +31,Private,Preschool,Never-married,Other-service,Other-relative,White,Female,35,Mexico,0 +18,,HS-grad,Never-married,,Own-child,White,Male,10,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +31,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,42,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +48,Private,Some-college,Widowed,Exec-managerial,Unmarried,Black,Female,38,United-States,0 +22,,HS-grad,Married-civ-spouse,,Wife,White,Female,22,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,30,United-States,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +60,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +49,Local-gov,Masters,Separated,Prof-specialty,Unmarried,White,Female,50,United-States,0 +40,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +48,Self-emp-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +68,,7th-8th,Widowed,,Not-in-family,Black,Male,10,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,85,United-States,0 +27,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Female,45,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +27,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,Ireland,0 +75,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +27,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,20,United-States,0 +36,Self-emp-not-inc,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,50,Mexico,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +35,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +53,Private,11th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,35,United-States,0 +61,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,1 +29,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,56,United-States,0 +40,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +37,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +22,Private,9th,Never-married,Handlers-cleaners,Other-relative,White,Male,30,United-States,0 +43,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +28,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +64,Local-gov,11th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +46,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +29,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,48,India,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,25,United-States,0 +62,Self-emp-not-inc,Some-college,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +49,Private,Assoc-voc,Never-married,Exec-managerial,Unmarried,White,Female,35,Columbia,0 +29,Private,10th,Married-civ-spouse,Farming-fishing,Wife,Amer-Indian-Eskimo,Female,40,United-States,0 +35,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,Japan,0 +39,Local-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,White,Female,32,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,30,Mexico,0 +72,,HS-grad,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +31,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +55,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +38,Private,Some-college,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,25,United-States,0 +25,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +37,Private,Assoc-voc,Divorced,Tech-support,Unmarried,White,Female,52,United-States,0 +49,Private,Some-college,Divorced,Tech-support,Other-relative,White,Male,35,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,60,United-States,0 +37,Private,Masters,Separated,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +64,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +40,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +55,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,65,United-States,0 +49,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +51,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Private,Prof-school,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +51,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Private,10th,Never-married,Craft-repair,Not-in-family,Black,Male,40,,0 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Female,32,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,England,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +42,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +28,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +60,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +31,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,75,United-States,1 +40,,HS-grad,Divorced,,Not-in-family,White,Male,25,United-States,0 +30,Private,HS-grad,Married-AF-spouse,Adm-clerical,Husband,White,Male,60,United-States,0 +61,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +71,Local-gov,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,6,United-States,0 +42,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +44,Local-gov,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +46,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +50,Local-gov,Prof-school,Never-married,Exec-managerial,Not-in-family,Black,Female,52,United-States,1 +27,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,9,United-States,0 +40,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,40,Mexico,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,35,United-States,0 +61,Private,5th-6th,Divorced,Transport-moving,Not-in-family,White,Male,56,United-States,0 +54,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +31,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +53,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +39,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +48,Private,Bachelors,Divorced,Sales,Unmarried,White,Female,44,United-States,0 +30,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,56,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +69,Local-gov,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +29,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +40,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,Japan,1 +72,,HS-grad,Widowed,,Not-in-family,White,Male,30,United-States,0 +20,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +41,Local-gov,Bachelors,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +48,Private,11th,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +28,,HS-grad,Never-married,,Own-child,Black,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +23,State-gov,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +40,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +35,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +74,Self-emp-inc,Some-college,Widowed,Exec-managerial,Unmarried,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +20,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,10,United-States,0 +44,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,Black,Female,56,United-States,0 +46,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,25,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +40,Private,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +48,Private,Prof-school,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +60,Self-emp-not-inc,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,0 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,70,United-States,0 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +22,,HS-grad,Never-married,,Unmarried,Black,Female,35,United-States,0 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +45,State-gov,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,35,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +65,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +22,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +28,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +46,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +42,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +61,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Own-child,White,Male,50,United-States,1 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +24,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +45,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,56,United-States,1 +24,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +35,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,55,Poland,0 +52,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +25,Private,Assoc-acdm,Never-married,Farming-fishing,Not-in-family,White,Male,45,United-States,0 +19,Private,5th-6th,Never-married,Farming-fishing,Not-in-family,White,Male,36,Mexico,0 +35,,Bachelors,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +54,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +42,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +55,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +44,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,55,United-States,0 +26,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +64,Federal-gov,Assoc-acdm,Separated,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +41,Private,11th,Divorced,Other-service,Unmarried,Other,Female,40,United-States,0 +25,,Some-college,Never-married,,Own-child,Black,Male,40,,0 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,48,United-States,1 +48,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +51,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +37,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +47,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,,10th,Divorced,,Not-in-family,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,0 +55,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +24,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,15,United-States,0 +64,Self-emp-not-inc,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,1 +56,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,49,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +33,Private,Prof-school,Never-married,Prof-specialty,Own-child,White,Male,42,United-States,1 +21,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +59,Local-gov,HS-grad,Widowed,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +58,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Germany,1 +43,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +45,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +53,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +41,Private,Prof-school,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,,1 +27,Private,10th,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,Mexico,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,,1 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +22,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +43,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +41,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,35,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +36,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,45,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,45,United-States,0 +35,Self-emp-not-inc,12th,Never-married,Other-service,Not-in-family,Black,Female,40,Trinadad&Tobago,0 +30,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +29,Private,Assoc-acdm,Never-married,Machine-op-inspct,Unmarried,White,Male,45,United-States,0 +40,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +54,State-gov,Bachelors,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,40,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +40,Private,Bachelors,Married-spouse-absent,Other-service,Not-in-family,White,Female,40,,0 +59,Private,HS-grad,Separated,Sales,Unmarried,Black,Female,40,United-States,0 +43,Self-emp-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +39,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +51,Private,7th-8th,Separated,Machine-op-inspct,Not-in-family,Black,Female,30,United-States,0 +71,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,60,United-States,0 +33,Private,12th,Divorced,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +28,Private,HS-grad,Divorced,Other-service,Own-child,Black,Male,35,United-States,0 +30,Private,HS-grad,Married-spouse-absent,Sales,Unmarried,White,Male,40,United-States,0 +20,Private,5th-6th,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,40,Mexico,0 +51,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,1 +62,Private,Some-college,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,United-States,1 +37,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,60,,0 +28,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Male,50,Dominican-Republic,0 +23,Private,HS-grad,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,48,South,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,30,United-States,0 +50,Self-emp-inc,Bachelors,Widowed,Sales,Unmarried,White,Male,65,United-States,1 +31,Private,7th-8th,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,,Bachelors,Never-married,,Own-child,Other,Male,40,United-States,0 +47,Private,10th,Widowed,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +59,Private,HS-grad,Widowed,Prof-specialty,Not-in-family,White,Female,18,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +82,,7th-8th,Widowed,,Not-in-family,White,Male,5,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +74,Federal-gov,HS-grad,Widowed,Other-service,Not-in-family,White,Male,17,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +32,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,Greece,0 +34,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +59,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +59,Private,11th,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +47,Self-emp-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,70,United-States,1 +53,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,0 +25,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Unmarried,White,Male,35,United-States,0 +44,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,Black,Male,65,United-States,0 +57,Self-emp-not-inc,Prof-school,Married-civ-spouse,Sales,Wife,White,Female,35,United-States,1 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,1 +58,Local-gov,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,,HS-grad,Never-married,,Own-child,Black,Male,40,United-States,0 +45,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Male,48,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Black,Female,35,United-States,1 +52,,Some-college,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +56,Self-emp-not-inc,1st-4th,Separated,Exec-managerial,Not-in-family,White,Male,25,,0 +52,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,35,United-States,0 +36,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +41,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,Poland,0 +30,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,40,Mexico,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Other,Male,40,Puerto-Rico,0 +17,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +34,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +41,Private,Some-college,Separated,Other-service,Not-in-family,Black,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +25,Private,9th,Never-married,Machine-op-inspct,Other-relative,White,Male,48,Mexico,0 +42,Local-gov,Bachelors,Separated,Prof-specialty,Unmarried,White,Male,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +26,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +64,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,,1 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,State-gov,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +46,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +30,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,55,United-States,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,,Assoc-voc,Divorced,,Not-in-family,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,1 +31,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,50,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +45,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,38,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Peru,1 +26,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +36,Self-emp-inc,Assoc-acdm,Separated,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,50,United-States,1 +21,,HS-grad,Married-civ-spouse,,Wife,Black,Female,30,United-States,0 +73,Private,10th,Widowed,Other-service,Not-in-family,White,Female,10,United-States,0 +38,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +52,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +58,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,46,United-States,0 +34,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,48,United-States,0 +31,Local-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,50,Mexico,1 +45,Private,Some-college,Never-married,Farming-fishing,Other-relative,White,Male,50,United-States,0 +40,Private,HS-grad,Separated,Other-service,Other-relative,White,Female,25,United-States,0 +27,Private,Prof-school,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +29,Private,5th-6th,Never-married,Other-service,Not-in-family,White,Male,25,Mexico,0 +34,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,72,United-States,0 +32,State-gov,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Cuba,0 +33,Private,11th,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,1 +74,,7th-8th,Married-civ-spouse,,Husband,White,Male,2,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,60,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +76,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,Canada,1 +25,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,28,United-States,0 +31,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,41,United-States,0 +53,Private,11th,Divorced,Craft-repair,Other-relative,White,Female,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,3,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,El-Salvador,0 +37,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +50,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,30,United-States,0 +27,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,44,United-States,0 +58,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +39,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,38,United-States,0 +47,Private,11th,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +68,Private,12th,Widowed,Sales,Not-in-family,White,Female,30,United-States,0 +47,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +45,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,Guatemala,1 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +46,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,42,United-States,0 +59,Private,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Private,Some-college,Divorced,Farming-fishing,Not-in-family,White,Female,54,United-States,0 +63,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,16,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +59,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,,12th,Never-married,,Not-in-family,White,Male,35,United-States,0 +26,Private,HS-grad,Never-married,Tech-support,Other-relative,White,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +53,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +79,,HS-grad,Widowed,,Not-in-family,Black,Female,30,United-States,0 +31,Private,HS-grad,Widowed,Craft-repair,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +57,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,62,United-States,0 +40,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,47,United-States,0 +41,Self-emp-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,Other,Male,84,Mexico,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,26,United-States,0 +45,Private,11th,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +27,Private,Assoc-voc,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,5th-6th,Married-spouse-absent,Craft-repair,Other-relative,White,Male,40,Mexico,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Germany,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +25,Private,HS-grad,Married-spouse-absent,Farming-fishing,Not-in-family,Other,Male,40,Mexico,0 +30,,Some-college,Never-married,,Not-in-family,White,Female,25,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +26,Private,11th,Never-married,Handlers-cleaners,Unmarried,White,Male,20,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +29,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,52,Dominican-Republic,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +35,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +57,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +21,Private,11th,Never-married,Priv-house-serv,Other-relative,White,Female,40,Mexico,0 +29,Private,10th,Never-married,Other-service,Own-child,Black,Female,32,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +40,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,35,United-States,0 +21,Private,HS-grad,Separated,Other-service,Own-child,White,Female,35,United-States,0 +40,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +46,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +21,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,54,United-States,0 +35,Self-emp-not-inc,10th,Married-civ-spouse,Transport-moving,Husband,Black,Male,50,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +30,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Private,9th,Never-married,Machine-op-inspct,Unmarried,Other,Male,40,Mexico,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,40,United-States,1 +44,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,Columbia,0 +51,,HS-grad,Married-spouse-absent,,Not-in-family,White,Male,20,United-States,1 +46,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +51,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Iran,1 +45,Private,Doctorate,Widowed,Prof-specialty,Unmarried,White,Male,40,Iran,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +61,Self-emp-inc,Prof-school,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +50,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +47,Federal-gov,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,60,United-States,0 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +66,,HS-grad,Married-civ-spouse,,Husband,Black,Male,18,United-States,0 +26,Private,11th,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +41,Private,5th-6th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Mexico,0 +47,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +43,Private,9th,Separated,Handlers-cleaners,Unmarried,Black,Female,50,United-States,0 +42,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,Black,Female,30,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +52,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Local-gov,HS-grad,Separated,Exec-managerial,Unmarried,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +46,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,50,United-States,0 +30,State-gov,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +40,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Female,32,United-States,0 +43,Private,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +37,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,36,Mexico,0 +23,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +39,Local-gov,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Male,59,United-States,0 +54,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +46,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +20,Private,Some-college,Never-married,Transport-moving,Own-child,White,Female,40,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,50,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +53,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,38,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,32,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +40,,Bachelors,Divorced,,Not-in-family,White,Female,50,United-States,0 +23,Self-emp-inc,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,43,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +28,Private,10th,Never-married,Other-service,Other-relative,Amer-Indian-Eskimo,Male,40,Mexico,0 +59,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,Preschool,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +56,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Italy,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,El-Salvador,1 +31,Local-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +41,Private,Assoc-voc,Divorced,Sales,Own-child,White,Male,50,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +25,State-gov,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +18,,HS-grad,Never-married,,Other-relative,Other,Female,12,United-States,0 +49,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +39,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,25,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,,HS-grad,Never-married,,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +55,Private,7th-8th,Widowed,Other-service,Unmarried,White,Female,20,,0 +31,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,55,United-States,0 +17,Self-emp-inc,11th,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +50,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +63,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +43,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,48,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Male,35,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +35,Private,Bachelors,Never-married,Sales,Unmarried,White,Female,40,United-States,1 +46,State-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +59,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +31,Private,7th-8th,Never-married,Handlers-cleaners,Not-in-family,White,Female,30,Portugal,0 +27,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,37,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,England,0 +42,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,,0 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,,HS-grad,Never-married,,Not-in-family,Black,Female,40,United-States,0 +44,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +69,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,16,United-States,1 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,40,,0 +18,Private,11th,Never-married,Other-service,Other-relative,Black,Male,15,United-States,0 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +26,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,36,United-States,0 +40,Private,Prof-school,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,1 +40,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,52,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +32,Self-emp-not-inc,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,Self-emp-not-inc,Some-college,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +25,Local-gov,Masters,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +55,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,38,United-States,0 +52,Private,9th,Divorced,Craft-repair,Unmarried,White,Female,40,Cuba,0 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +37,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,1 +39,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +62,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,25,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +51,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +55,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +59,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,0 +45,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,55,United-States,0 +29,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +47,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +32,,HS-grad,Divorced,,Unmarried,White,Female,28,United-States,0 +34,Private,10th,Never-married,Farming-fishing,Not-in-family,White,Male,44,,0 +63,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Cuba,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Male,36,United-States,0 +49,State-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +81,Self-emp-not-inc,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +36,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +39,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +46,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +43,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +39,Local-gov,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +29,Private,Some-college,Separated,Sales,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Female,16,United-States,0 +57,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +38,Self-emp-not-inc,HS-grad,Never-married,Sales,Unmarried,Black,Female,42,United-States,0 +25,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +39,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,40,Jamaica,0 +56,Private,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +39,Private,12th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +23,Private,Assoc-voc,Never-married,Sales,Unmarried,White,Female,60,United-States,0 +17,,11th,Never-married,,Not-in-family,Other,Female,20,United-States,0 +67,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,16,United-States,0 +41,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,50,United-States,0 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,50,United-States,0 +51,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,Black,Male,40,United-States,1 +30,Self-emp-inc,HS-grad,Divorced,Other-service,Not-in-family,White,Female,60,United-States,0 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +56,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,32,United-States,0 +51,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,38,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +34,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +35,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,0 +19,,HS-grad,Never-married,,Own-child,White,Female,12,United-States,0 +19,,7th-8th,Never-married,,Not-in-family,White,Male,40,Mexico,0 +68,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +53,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +37,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Black,Male,99,United-States,1 +21,,Bachelors,Never-married,,Not-in-family,Asian-Pac-Islander,Male,25,,0 +63,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-spouse-absent,Transport-moving,Unmarried,White,Male,50,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +43,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +27,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,65,United-States,1 +25,Self-emp-not-inc,HS-grad,Never-married,Other-service,Other-relative,White,Male,32,United-States,0 +28,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +54,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,35,United-States,0 +74,,Some-college,Widowed,,Not-in-family,White,Female,12,United-States,0 +31,Local-gov,Some-college,Never-married,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,32,United-States,0 +23,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,48,United-States,0 +19,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,30,United-States,0 +39,,Preschool,Widowed,,Not-in-family,White,Female,20,El-Salvador,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Wife,White,Female,40,United-States,0 +59,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +27,Self-emp-inc,Assoc-voc,Married-civ-spouse,Other-service,Wife,White,Female,36,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,20,United-States,0 +23,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +25,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,35,United-States,0 +40,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,48,United-States,1 +53,Private,11th,Divorced,Other-service,Not-in-family,White,Female,37,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +72,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,1 +61,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Female,20,United-States,0 +73,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,16,Canada,0 +41,Self-emp-not-inc,Some-college,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Black,Female,20,Jamaica,0 +23,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,Canada,0 +65,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,15,United-States,0 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +52,Federal-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,1 +24,Local-gov,Bachelors,Never-married,Adm-clerical,Own-child,Black,Female,27,United-States,0 +23,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Divorced,Tech-support,Own-child,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Unmarried,White,Male,56,United-States,0 +17,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Separated,Adm-clerical,Other-relative,White,Female,40,United-States,0 +63,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,27,United-States,0 +27,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,60,United-States,0 +31,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +71,Self-emp-not-inc,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,0 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,China,0 +22,Private,Bachelors,Never-married,Exec-managerial,Other-relative,White,Female,20,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +30,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +76,Private,7th-8th,Widowed,Protective-serv,Not-in-family,White,Female,12,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,United-States,0 +45,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,,0 +32,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +63,Self-emp-not-inc,Bachelors,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Transport-moving,Unmarried,White,Female,40,United-States,0 +61,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,State-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,36,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,40,China,0 +26,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,32,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +44,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +31,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,50,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +42,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,Mexico,0 +33,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,38,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,Black,Female,30,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +57,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +62,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +31,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,Black,Male,40,United-States,1 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,France,1 +37,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +45,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,38,Mexico,0 +47,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,,HS-grad,Divorced,,Own-child,White,Male,75,United-States,0 +75,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Other,Male,50,United-States,0 +39,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,60,Germany,1 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,5th-6th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Guatemala,0 +44,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +53,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,35,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,England,0 +20,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,0 +48,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Never-married,Other-service,Other-relative,White,Female,30,United-States,0 +24,Private,7th-8th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +30,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +70,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +70,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,5,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,Some-college,Divorced,Sales,Unmarried,White,Female,35,United-States,0 +23,Private,9th,Never-married,Machine-op-inspct,Other-relative,White,Female,40,Mexico,0 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +58,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,30,United-States,0 +53,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +23,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +21,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +34,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +43,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Other-relative,Black,Male,20,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,50,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +41,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +27,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +41,Private,HS-grad,Divorced,Protective-serv,Own-child,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,40,China,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,20,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,1 +29,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +19,Self-emp-not-inc,Some-college,Never-married,Other-service,Own-child,White,Female,22,United-States,0 +21,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,Guatemala,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +43,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Male,48,United-States,1 +54,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +18,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +30,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +30,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Local-gov,HS-grad,Never-married,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,35,United-States,0 +26,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +37,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +64,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,5,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,28,United-States,0 +30,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,30,United-States,0 +36,,Assoc-voc,Married-civ-spouse,,Wife,White,Female,8,United-States,0 +18,Private,11th,Never-married,Other-service,Other-relative,Black,Male,30,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,43,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,Other,Female,30,Germany,0 +22,,HS-grad,Never-married,,Own-child,White,Male,40,Mexico,0 +25,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +38,Private,HS-grad,Separated,Priv-house-serv,Unmarried,Black,Female,30,United-States,0 +32,,Bachelors,Divorced,,Unmarried,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +56,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,80,United-States,1 +29,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +46,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +28,Local-gov,HS-grad,Never-married,Protective-serv,Other-relative,Black,Male,40,United-States,0 +39,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,20,United-States,0 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Wife,White,Female,50,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,1 +68,,7th-8th,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +37,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +57,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Female,30,United-States,0 +24,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,1 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +55,Private,Assoc-acdm,Divorced,Sales,Unmarried,Black,Female,30,United-States,0 +37,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +37,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +40,State-gov,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,20,United-States,0 +51,Private,HS-grad,Divorced,Priv-house-serv,Own-child,White,Female,40,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,56,United-States,0 +74,,Some-college,Widowed,,Not-in-family,White,Female,3,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +40,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +80,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +63,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +63,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,45,United-States,1 +51,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +66,Self-emp-not-inc,HS-grad,Widowed,Craft-repair,Not-in-family,White,Male,20,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,66,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +20,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,32,United-States,0 +33,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +26,Private,Some-college,Married-AF-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +47,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +23,Private,HS-grad,Never-married,Exec-managerial,Own-child,Black,Male,75,United-States,0 +53,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +26,Federal-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +65,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,10,United-States,0 +68,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +30,Private,10th,Never-married,Sales,Other-relative,White,Male,18,Guatemala,0 +28,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +54,Local-gov,10th,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,50,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +19,Private,11th,Never-married,Other-service,Other-relative,White,Male,20,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +32,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +51,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,1 +46,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +38,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,50,United-States,0 +26,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,40,United-States,1 +46,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +29,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,35,United-States,0 +51,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Self-emp-not-inc,Bachelors,Never-married,Farming-fishing,Unmarried,White,Male,50,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,24,Mexico,0 +54,,HS-grad,Divorced,,Not-in-family,White,Female,30,United-States,0 +34,Private,Assoc-acdm,Separated,Craft-repair,Not-in-family,White,Male,60,United-States,0 +19,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,66,United-States,0 +21,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +21,Private,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +23,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,24,United-States,0 +37,Federal-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,46,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +24,Private,11th,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +43,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +32,,Bachelors,Never-married,,Not-in-family,White,Female,20,,0 +40,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +52,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +49,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +62,Local-gov,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +55,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,Amer-Indian-Eskimo,Male,72,United-States,0 +37,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +43,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +29,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +28,Private,Some-college,Separated,Tech-support,Unmarried,White,Male,40,United-States,1 +38,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +20,Private,12th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,40,,0 +51,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,60,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Unmarried,Black,Female,40,,0 +48,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +51,Local-gov,HS-grad,Divorced,Transport-moving,Unmarried,Black,Male,40,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,48,United-States,1 +62,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +50,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +54,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +68,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,1 +23,Self-emp-not-inc,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +49,Private,Masters,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +24,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +30,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +34,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +22,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +30,Private,7th-8th,Separated,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,31,United-States,0 +36,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,0 +51,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +43,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,40,Vietnam,1 +54,Federal-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +63,Private,HS-grad,Widowed,Prof-specialty,Not-in-family,White,Female,25,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +63,Self-emp-not-inc,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +27,Private,HS-grad,Divorced,Sales,Own-child,White,Female,35,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +31,,Bachelors,Married-civ-spouse,,Wife,White,Female,25,United-States,1 +46,Self-emp-not-inc,HS-grad,Separated,Craft-repair,Unmarried,White,Male,40,United-States,0 +53,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +26,Federal-gov,Some-college,Divorced,Adm-clerical,Own-child,White,Male,24,United-States,0 +43,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +50,Federal-gov,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +54,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +62,,Some-college,Married-civ-spouse,,Wife,White,Female,45,United-States,1 +57,State-gov,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,Black,Male,24,United-States,0 +29,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Other-relative,Black,Male,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +18,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,El-Salvador,0 +69,Private,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,20,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +53,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,35,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +33,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,84,Taiwan,1 +48,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +48,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +32,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,,Bachelors,Never-married,,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,14,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +25,Private,Bachelors,Never-married,Transport-moving,Own-child,White,Male,60,United-States,0 +72,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +29,Private,11th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,48,England,0 +50,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,Columbia,0 +45,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +52,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,48,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +75,Private,5th-6th,Widowed,Other-service,Unmarried,Black,Male,10,United-States,0 +32,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,35,United-States,0 +46,State-gov,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +39,Private,Assoc-acdm,Separated,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +38,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +63,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,21,United-States,0 +28,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,Mexico,0 +28,,Bachelors,Never-married,,Own-child,White,Male,45,United-States,0 +49,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,35,United-States,0 +43,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +39,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,62,England,0 +42,,HS-grad,Divorced,,Not-in-family,Black,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +45,,HS-grad,Separated,,Unmarried,White,Female,10,United-States,0 +29,,HS-grad,Divorced,,Unmarried,White,Female,40,United-States,0 +24,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +30,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +44,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,24,United-States,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Female,35,Puerto-Rico,0 +42,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +52,Self-emp-not-inc,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +43,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Male,45,United-States,0 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,England,0 +83,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Wife,White,Female,20,United-States,0 +49,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +25,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +59,,Assoc-acdm,Divorced,,Not-in-family,White,Male,8,United-States,0 +44,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +36,Private,9th,Divorced,Handlers-cleaners,Not-in-family,White,Male,56,United-States,0 +40,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,Ireland,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,35,Jamaica,0 +41,Private,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +67,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,38,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +48,Private,Masters,Divorced,Sales,Not-in-family,White,Male,35,United-States,0 +55,,Assoc-acdm,Married-civ-spouse,,Husband,Black,Male,20,United-States,1 +29,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,Ecuador,0 +50,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,36,Ireland,0 +64,State-gov,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Private,9th,Divorced,Other-service,Not-in-family,Black,Male,37,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,52,United-States,0 +30,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,30,China,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,25,United-States,0 +77,,HS-grad,Widowed,,Not-in-family,White,Female,14,United-States,0 +19,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,15,United-States,0 +52,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Male,55,United-States,1 +42,Private,Bachelors,Married-spouse-absent,Tech-support,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +35,Private,HS-grad,Separated,Exec-managerial,Not-in-family,White,Female,36,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,50,United-States,0 +54,State-gov,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,38,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +28,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,42,United-States,0 +28,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +23,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +44,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,Bachelors,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,50,,1 +64,Private,HS-grad,Divorced,Priv-house-serv,Not-in-family,White,Female,50,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +59,Local-gov,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,44,United-States,0 +35,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +35,Local-gov,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +28,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +37,,Some-college,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +72,,Doctorate,Married-civ-spouse,,Husband,White,Male,6,United-States,1 +25,Self-emp-inc,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +37,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,45,United-States,0 +31,Private,Assoc-voc,Divorced,Sales,Own-child,White,Female,38,United-States,0 +41,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +31,Private,10th,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,47,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +26,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,12,United-States,0 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Greece,0 +29,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,Black,Male,35,Jamaica,0 +21,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,70,United-States,0 +34,Self-emp-not-inc,Prof-school,Separated,Prof-specialty,Unmarried,White,Male,48,United-States,1 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,15,United-States,0 +28,Private,10th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Separated,Transport-moving,Own-child,White,Male,50,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +38,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +44,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,40,Poland,1 +57,Local-gov,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,Black,Male,40,United-States,0 +50,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +28,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +29,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +31,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +50,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,Philippines,1 +27,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +31,Private,Assoc-voc,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +46,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +28,Private,11th,Divorced,Sales,Own-child,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +51,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +58,Self-emp-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +66,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,20,South,0 +38,Private,11th,Divorced,Handlers-cleaners,Not-in-family,White,Female,60,United-States,0 +25,Private,Assoc-acdm,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,22,United-States,0 +90,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +41,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +33,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,Germany,0 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +39,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,Black,Female,20,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +19,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,16,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,38,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +52,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Self-emp-not-inc,HS-grad,Divorced,Other-service,Own-child,White,Female,24,United-States,0 +28,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Other-relative,White,Female,50,Peru,0 +50,,10th,Married-civ-spouse,,Husband,White,Male,99,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +19,,11th,Never-married,,Own-child,White,Female,30,United-States,0 +33,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,84,United-States,0 +27,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Male,52,United-States,0 +31,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +21,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,36,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,54,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +40,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +19,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +34,Private,Bachelors,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,78,United-States,0 +51,Local-gov,9th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,20,United-States,0 +30,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +40,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +52,Private,Preschool,Married-civ-spouse,Other-service,Not-in-family,White,Male,40,El-Salvador,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,50,Taiwan,0 +90,,Bachelors,Widowed,,Other-relative,White,Female,10,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +43,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +38,State-gov,Some-college,Divorced,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,1 +22,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +33,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +65,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +50,Private,HS-grad,Never-married,Tech-support,Own-child,White,Male,15,United-States,0 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +54,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,9th,Divorced,Other-service,Own-child,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,38,United-States,0 +65,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,45,United-States,0 +39,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +24,Private,5th-6th,Never-married,Craft-repair,Unmarried,White,Male,40,El-Salvador,0 +41,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +38,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,48,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Self-emp-not-inc,Some-college,Never-married,Adm-clerical,Own-child,White,Female,12,Germany,0 +29,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +43,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +30,Private,12th,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +28,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +52,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,Iran,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +66,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +63,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +33,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +46,State-gov,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +47,Self-emp-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +33,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +66,,7th-8th,Never-married,,Other-relative,Black,Male,30,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,,0 +28,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Divorced,Priv-house-serv,Unmarried,White,Female,28,Ecuador,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,45,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Own-child,White,Male,40,United-States,0 +31,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,State-gov,Some-college,Married-spouse-absent,Tech-support,Unmarried,White,Male,20,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Other-service,Wife,White,Female,20,United-States,1 +29,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +31,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +23,Private,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,35,Vietnam,0 +27,,Assoc-voc,Married-civ-spouse,,Wife,Amer-Indian-Eskimo,Female,40,United-States,1 +54,Self-emp-not-inc,10th,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +50,Local-gov,HS-grad,Divorced,Other-service,Unmarried,White,Female,49,Dominican-Republic,0 +46,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,,1 +24,Private,Bachelors,Never-married,Farming-fishing,Own-child,White,Female,40,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,18,United-States,0 +49,Self-emp-inc,HS-grad,Separated,Other-service,Not-in-family,White,Male,45,United-States,0 +54,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +36,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +23,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,Haiti,0 +63,Private,Some-college,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +67,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,Canada,1 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +66,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,30,United-States,0 +25,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +30,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Female,20,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +67,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +30,Private,12th,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +26,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,Black,Female,38,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +18,Private,12th,Never-married,Craft-repair,Own-child,White,Male,10,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +76,Self-emp-inc,9th,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +51,Federal-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,70,,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,56,United-States,0 +18,Private,12th,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +59,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +55,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +33,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,72,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +48,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,10,United-States,0 +64,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,5,United-States,0 +47,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +26,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +21,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +54,,7th-8th,Never-married,,Not-in-family,White,Female,25,United-States,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,44,United-States,0 +41,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,,Masters,Never-married,,Not-in-family,White,Female,35,United-States,1 +34,Private,Some-college,Never-married,Sales,Other-relative,Black,Male,30,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +24,Private,10th,Never-married,Sales,Not-in-family,White,Male,49,El-Salvador,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,48,United-States,0 +35,Private,Some-college,Divorced,Sales,Unmarried,White,Female,36,United-States,0 +41,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +33,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +27,Self-emp-inc,HS-grad,Separated,Adm-clerical,Not-in-family,White,Male,38,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +51,Local-gov,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +38,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Wife,White,Female,25,United-States,0 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,Assoc-voc,Divorced,Exec-managerial,Unmarried,White,Male,35,United-States,0 +54,Private,9th,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,Outlying-US(Guam-USVI-etc),0 +31,Private,Some-college,Widowed,Exec-managerial,Unmarried,White,Female,30,United-States,0 +26,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +75,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,3,United-States,0 +29,Private,Masters,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Separated,Sales,Unmarried,White,Female,45,United-States,0 +22,,12th,Never-married,,Not-in-family,White,Male,30,United-States,0 +34,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +42,Private,Some-college,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +24,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,,0 +27,Federal-gov,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +39,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +51,Private,11th,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +68,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +28,Federal-gov,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,48,United-States,0 +43,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +35,Private,Some-college,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +41,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,75,United-States,1 +27,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +32,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,50,United-States,0 +46,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,24,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,Vietnam,0 +36,Private,HS-grad,Married-civ-spouse,Farming-fishing,Wife,White,Female,40,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Other-service,Other-relative,White,Male,25,United-States,0 +52,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +72,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,16,United-States,0 +30,Local-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +59,Private,Bachelors,Separated,Adm-clerical,Unmarried,White,Male,60,United-States,0 +46,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +64,Federal-gov,7th-8th,Widowed,Other-service,Unmarried,White,Female,30,Puerto-Rico,0 +31,Private,Some-college,Married-civ-spouse,Sales,Wife,Black,Female,40,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +45,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Never-married,Adm-clerical,Other-relative,Black,Female,40,Jamaica,0 +43,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +66,,10th,Divorced,,Not-in-family,White,Female,20,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +49,Private,Assoc-voc,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +28,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,85,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,0 +41,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +34,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,15,United-States,0 +25,Private,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,30,,0 +46,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +37,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Cambodia,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,56,United-States,1 +44,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,50,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +54,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,0 +58,,HS-grad,Widowed,,Not-in-family,White,Female,12,United-States,0 +21,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,25,Ecuador,0 +35,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +35,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +19,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +48,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +56,,Some-college,Married-civ-spouse,,Husband,White,Male,40,Nicaragua,0 +65,Self-emp-not-inc,Some-college,Widowed,Craft-repair,Not-in-family,White,Female,35,United-States,0 +40,Private,Bachelors,Separated,Adm-clerical,Unmarried,Black,Male,35,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +22,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,48,United-States,0 +37,Private,Assoc-voc,Separated,Prof-specialty,Own-child,White,Female,38,United-States,0 +25,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +64,Private,1st-4th,Married-civ-spouse,Transport-moving,Husband,White,Male,53,,0 +46,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +30,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,27,United-States,0 +63,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +51,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +68,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,16,United-States,0 +36,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Canada,0 +28,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,30,United-States,0 +33,,Bachelors,Never-married,,Own-child,Asian-Pac-Islander,Male,80,Philippines,0 +34,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Private,Some-college,Married-spouse-absent,Adm-clerical,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +33,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +54,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +40,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Female,84,United-States,0 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +63,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,12,United-States,0 +53,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Germany,1 +37,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +50,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +40,Federal-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,Jamaica,0 +20,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +43,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Never-married,Exec-managerial,Unmarried,White,Female,50,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,South,0 +27,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Female,40,Iran,0 +29,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,38,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,20,United-States,0 +35,Private,10th,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Puerto-Rico,1 +33,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +67,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,10,United-States,0 +45,Private,9th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,1 +17,Local-gov,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +48,Self-emp-not-inc,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,Black,Male,40,Jamaica,1 +49,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Other-relative,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,46,Canada,0 +64,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +53,Federal-gov,Some-college,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +52,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +48,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +30,Private,Some-college,Never-married,Craft-repair,Other-relative,White,Male,40,Mexico,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,50,United-States,0 +39,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +28,Private,11th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +17,Private,12th,Never-married,Sales,Not-in-family,White,Female,10,,0 +54,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +25,Private,11th,Divorced,Other-service,Unmarried,White,Female,12,United-States,0 +48,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,Taiwan,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +52,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Other-relative,Asian-Pac-Islander,Female,12,South,0 +60,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,28,United-States,0 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Assoc-acdm,Divorced,Other-service,Own-child,White,Female,30,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +51,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Self-emp-not-inc,9th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +40,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +54,Private,Some-college,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,0 +35,Private,Bachelors,Never-married,Other-service,Other-relative,White,Male,50,United-States,0 +52,Private,11th,Separated,Machine-op-inspct,Unmarried,Black,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +56,,Some-college,Widowed,,Not-in-family,Black,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Unmarried,Black,Male,40,United-States,0 +43,Self-emp-not-inc,Some-college,Divorced,Sales,Unmarried,White,Female,42,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Canada,0 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,65,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Mexico,0 +64,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,18,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,32,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +40,Self-emp-not-inc,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Male,30,United-States,0 +52,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Iran,1 +38,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,50,United-States,0 +40,,Some-college,Divorced,,Not-in-family,White,Female,30,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +56,,Masters,Never-married,,Not-in-family,White,Female,50,United-States,1 +68,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +24,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,38,United-States,0 +40,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +43,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Black,Male,99,United-States,1 +38,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,70,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Machine-op-inspct,Own-child,White,Male,55,United-States,0 +57,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Female,35,United-States,0 +25,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,Yugoslavia,0 +52,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +56,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,56,United-States,0 +26,Self-emp-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +25,Self-emp-inc,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +21,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,45,United-States,0 +48,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Italy,0 +33,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Canada,0 +31,State-gov,HS-grad,Divorced,Protective-serv,Own-child,Other,Male,40,United-States,0 +26,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Unmarried,White,Male,65,United-States,0 +37,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +29,,Some-college,Divorced,,Unmarried,White,Female,30,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +28,Private,Some-college,Married-civ-spouse,Sales,Husband,Other,Male,60,,0 +49,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,20,United-States,0 +73,,10th,Never-married,,Not-in-family,White,Male,4,United-States,0 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +51,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +40,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +24,Private,Assoc-voc,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Male,24,United-States,0 +41,Private,10th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +64,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +50,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,State-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,25,United-States,0 +37,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,1 +39,Federal-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,India,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +43,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +59,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,60,United-States,0 +27,Private,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,Jamaica,0 +55,Private,10th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,12,Canada,0 +25,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,36,Canada,0 +28,Private,Assoc-acdm,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +60,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +37,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +25,Private,11th,Divorced,Sales,Own-child,White,Female,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +50,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +46,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,0 +35,Private,Assoc-voc,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +35,,11th,Separated,,Not-in-family,White,Female,60,United-States,0 +40,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +43,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +39,Private,Assoc-acdm,Never-married,Transport-moving,Not-in-family,Black,Male,60,United-States,0 +35,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,60,United-States,0 +52,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,Outlying-US(Guam-USVI-etc),0 +20,Self-emp-inc,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +46,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,10,,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,30,India,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +37,Federal-gov,Bachelors,Divorced,Exec-managerial,Other-relative,White,Female,50,United-States,0 +43,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,26,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +21,,Assoc-acdm,Never-married,,Not-in-family,White,Male,55,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,0 +60,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +57,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,35,India,0 +56,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +47,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,35,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +28,Self-emp-not-inc,12th,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +43,Private,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +63,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +35,Self-emp-not-inc,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +48,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +30,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,40,Germany,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,24,Philippines,0 +57,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +41,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,44,United-States,1 +33,Private,HS-grad,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +22,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +50,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,1 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,51,United-States,0 +40,,Assoc-acdm,Divorced,,Not-in-family,White,Male,40,United-States,0 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +38,Self-emp-not-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +25,State-gov,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +22,,12th,Never-married,,Own-child,Black,Male,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +41,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +33,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +67,State-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +32,Local-gov,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,Mexico,0 +25,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +33,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +18,Private,HS-grad,Never-married,Protective-serv,Own-child,White,Male,3,United-States,0 +36,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +58,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,27,United-States,0 +34,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +19,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +36,Self-emp-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,21,Trinadad&Tobago,0 +52,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +48,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Female,40,,0 +43,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,38,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +57,Private,5th-6th,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +37,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Private,Some-college,Divorced,Sales,Unmarried,Asian-Pac-Islander,Female,38,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +27,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +65,Private,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +30,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +22,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +25,Private,11th,Separated,Craft-repair,Own-child,White,Male,40,United-States,0 +35,,Assoc-voc,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +47,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,60,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +39,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,30,United-States,0 +55,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +24,State-gov,Masters,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,10,China,0 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,1 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Private,11th,Separated,Other-service,Unmarried,Black,Female,60,United-States,0 +40,Private,HS-grad,Separated,Transport-moving,Unmarried,Black,Female,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Assoc-voc,Separated,Adm-clerical,Unmarried,White,Female,35,United-States,0 +22,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +35,,HS-grad,Married-civ-spouse,,Wife,White,Female,12,United-States,0 +20,,Some-college,Never-married,,Unmarried,White,Female,20,United-States,0 +43,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +37,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,25,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Laos,0 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,50,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +77,,9th,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +20,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +36,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Federal-gov,Assoc-voc,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,State-gov,Some-college,Divorced,Protective-serv,Other-relative,White,Male,45,United-States,0 +40,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,25,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +29,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,40,United-States,0 +47,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,55,Taiwan,1 +24,Self-emp-not-inc,Some-college,Separated,Handlers-cleaners,Own-child,White,Male,45,United-States,0 +58,,7th-8th,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,24,Canada,1 +30,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +59,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +47,Private,7th-8th,Married-spouse-absent,Other-service,Unmarried,White,Female,30,United-States,0 +41,Private,Some-college,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Male,40,France,0 +46,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +66,State-gov,10th,Divorced,Other-service,Not-in-family,Black,Female,40,United-States,0 +30,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,45,,1 +44,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,12,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +21,Private,7th-8th,Never-married,Other-service,Other-relative,White,Male,48,Mexico,0 +59,Private,9th,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +35,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +45,Private,9th,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,Jamaica,0 +26,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,15,United-States,0 +48,Private,Some-college,Separated,Sales,Unmarried,Black,Female,35,United-States,0 +31,Private,HS-grad,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +48,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,38,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,1 +19,,9th,Never-married,,Not-in-family,White,Female,25,United-States,0 +37,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,,1 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,,0 +38,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +34,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,50,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +33,Local-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Wife,White,Female,44,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,8,United-States,0 +17,Private,11th,Never-married,Farming-fishing,Own-child,White,Male,45,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,10,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +40,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Exec-managerial,Other-relative,White,Female,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,Federal-gov,Assoc-acdm,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +20,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,,Some-college,Married-civ-spouse,,Wife,White,Female,20,United-States,1 +51,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +45,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,Black,Female,15,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Tech-support,Own-child,Black,Male,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,30,Canada,0 +55,Self-emp-not-inc,Some-college,Divorced,Tech-support,Not-in-family,White,Female,12,United-States,1 +26,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,20,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +32,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +27,Private,7th-8th,Never-married,Other-service,Other-relative,White,Male,35,Guatemala,0 +23,Private,9th,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +59,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,12th,Never-married,Craft-repair,Other-relative,Other,Male,48,Guatemala,0 +36,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,15,United-States,0 +33,Private,9th,Divorced,Handlers-cleaners,Not-in-family,White,Male,70,United-States,0 +60,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Transport-moving,Wife,White,Female,15,Germany,1 +40,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,48,Mexico,0 +48,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,43,United-States,0 +27,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +26,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,43,United-States,0 +45,Federal-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +32,Federal-gov,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,13,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +38,State-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,38,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +46,Private,1st-4th,Widowed,Other-service,Unmarried,Other,Female,30,Mexico,0 +39,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,25,United-States,0 +79,Self-emp-not-inc,HS-grad,Widowed,Other-service,Not-in-family,White,Female,24,United-States,0 +60,,Bachelors,Married-civ-spouse,,Husband,White,Male,8,United-States,1 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,Dominican-Republic,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,77,Vietnam,0 +23,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,El-Salvador,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,43,United-States,0 +69,,Some-college,Widowed,,Not-in-family,White,Female,20,United-States,0 +55,Local-gov,HS-grad,Divorced,Other-service,Unmarried,White,Female,38,United-States,0 +43,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Male,40,United-States,0 +23,Private,7th-8th,Never-married,Farming-fishing,Unmarried,Other,Male,36,Mexico,0 +29,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,35,Mexico,0 +22,Private,Assoc-voc,Never-married,Other-service,Other-relative,White,Female,40,Mexico,0 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,42,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,84,United-States,1 +29,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,45,United-States,0 +25,State-gov,Some-college,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +33,Federal-gov,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +31,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,28,United-States,0 +30,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Private,12th,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +47,,HS-grad,Widowed,,Unmarried,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,1 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +51,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Male,55,Germany,0 +62,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +65,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +23,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,32,United-States,0 +47,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,Black,Male,60,United-States,1 +50,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +70,,Bachelors,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Federal-gov,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,1 +76,Private,10th,Widowed,Sales,Unmarried,Black,Female,12,United-States,0 +54,Private,Bachelors,Divorced,Sales,Not-in-family,Black,Female,60,United-States,0 +32,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,52,United-States,0 +31,Federal-gov,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,50,United-States,1 +65,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,Ireland,1 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,10,United-States,0 +40,Federal-gov,Masters,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +26,State-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,8,United-States,0 +34,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +66,Local-gov,Some-college,Divorced,Other-service,Other-relative,White,Female,40,,1 +44,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,60,United-States,0 +30,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +36,Self-emp-not-inc,Bachelors,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,20,United-States,0 +28,,7th-8th,Divorced,,Own-child,White,Male,84,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +39,Self-emp-not-inc,Bachelors,Separated,Craft-repair,Own-child,White,Male,35,United-States,0 +67,,Bachelors,Married-civ-spouse,,Husband,White,Male,60,United-States,1 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,Some-college,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Female,40,Cambodia,0 +24,Private,HS-grad,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,30,,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +41,Federal-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +40,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,20,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +36,Local-gov,HS-grad,Never-married,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +59,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,38,United-States,0 +29,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Mexico,0 +50,,Masters,Never-married,,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,35,Philippines,0 +48,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +51,Federal-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,70,United-States,1 +36,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,1 +42,Local-gov,11th,Divorced,Sales,Unmarried,White,Male,50,Puerto-Rico,1 +49,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +33,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,20,United-States,0 +40,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,60,United-States,1 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +69,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,1 +59,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,Italy,0 +30,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +31,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,16,United-States,0 +56,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Private,Bachelors,Divorced,Sales,Unmarried,White,Female,50,United-States,0 +51,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,35,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Male,9,United-States,0 +47,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,44,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,Vietnam,0 +34,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,54,,1 +31,Private,11th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +42,Private,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +52,Private,5th-6th,Married-spouse-absent,Craft-repair,Other-relative,White,Male,40,Mexico,0 +56,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +81,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +28,,10th,Never-married,,Unmarried,Black,Female,40,United-States,0 +57,Federal-gov,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,48,United-States,1 +34,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,,10th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +24,Private,Assoc-voc,Never-married,Tech-support,Unmarried,Black,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,United-States,0 +68,Federal-gov,Some-college,Divorced,Adm-clerical,Other-relative,Black,Female,40,United-States,0 +60,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,32,United-States,0 +37,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,7th-8th,Never-married,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +36,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +45,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +31,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Female,70,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,1 +75,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,24,United-States,0 +43,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +57,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +18,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Other-relative,White,Male,40,United-States,0 +41,Local-gov,Bachelors,Separated,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +48,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,Dominican-Republic,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,90,United-States,1 +41,State-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Female,20,United-States,0 +32,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,1 +33,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,El-Salvador,0 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Other-relative,White,Male,65,United-States,0 +33,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,50,United-States,0 +42,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +50,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,1 +49,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +47,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +42,State-gov,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +37,Private,11th,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,1 +25,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +29,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +26,,Some-college,Never-married,,Unmarried,White,Female,40,United-States,0 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,30,United-States,0 +33,Federal-gov,Assoc-acdm,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,75,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +23,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +30,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +38,Self-emp-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +37,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +44,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,42,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Local-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,36,Portugal,1 +45,Private,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +37,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Local-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +55,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Female,50,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +38,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Handlers-cleaners,Other-relative,White,Female,40,Cuba,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Exec-managerial,Own-child,White,Male,20,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,8,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,24,Vietnam,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +30,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +28,,Bachelors,Never-married,,Not-in-family,White,Male,18,United-States,0 +29,Private,Some-college,Separated,Tech-support,Unmarried,White,Female,40,United-States,0 +21,Private,Some-college,Married-spouse-absent,Adm-clerical,Own-child,White,Female,15,United-States,0 +48,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +44,Self-emp-not-inc,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,60,United-States,0 +34,Local-gov,9th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +32,Private,Some-college,Divorced,Craft-repair,Own-child,White,Male,40,United-States,1 +31,State-gov,Assoc-acdm,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +47,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +46,Federal-gov,11th,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +18,Private,12th,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +28,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Own-child,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +33,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +17,,10th,Never-married,,Own-child,White,Female,15,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +38,Local-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +60,Federal-gov,Some-college,Divorced,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +63,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +45,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +36,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +65,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,8,United-States,0 +41,Private,Bachelors,Widowed,Exec-managerial,Unmarried,White,Male,20,United-States,0 +25,Private,Masters,Separated,Other-service,Own-child,White,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +60,Private,Assoc-voc,Widowed,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +17,Local-gov,11th,Never-married,Prof-specialty,Own-child,White,Female,20,Puerto-Rico,0 +28,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,16,United-States,1 +31,Private,Assoc-acdm,Never-married,Craft-repair,Own-child,Other,Male,50,United-States,0 +47,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +51,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Male,40,United-States,0 +44,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,60,United-States,1 +34,Private,HS-grad,Never-married,Exec-managerial,Other-relative,White,Male,50,United-States,0 +19,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +51,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +46,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +30,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,China,1 +37,Private,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,Mexico,0 +56,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +46,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,48,United-States,1 +34,Private,HS-grad,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,40,Guatemala,0 +45,,9th,Separated,,Own-child,Black,Male,40,United-States,0 +41,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +34,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +29,Private,Some-college,Never-married,Handlers-cleaners,Unmarried,Black,Male,37,United-States,0 +19,Federal-gov,12th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +47,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +43,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +52,Private,Assoc-voc,Separated,Exec-managerial,Unmarried,Black,Female,60,United-States,0 +33,Self-emp-not-inc,Assoc-acdm,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +29,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +43,Private,5th-6th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,Mexico,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,60,United-States,0 +58,Local-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +47,Self-emp-inc,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +55,Private,Bachelors,Never-married,Tech-support,Other-relative,White,Female,38,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +19,Private,11th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +63,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +76,Private,9th,Married-civ-spouse,Protective-serv,Husband,White,Male,13,United-States,0 +23,State-gov,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +38,Self-emp-not-inc,5th-6th,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +33,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,30,Japan,0 +48,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +44,Local-gov,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,25,United-States,0 +27,Private,HS-grad,Divorced,Adm-clerical,Own-child,Black,Female,40,United-States,0 +33,Federal-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +22,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,Mexico,0 +18,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,Cuba,0 +59,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Other,Male,49,Mexico,0 +17,Private,12th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,Canada,0 +63,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +20,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,24,United-States,0 +42,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Wife,White,Female,30,United-States,0 +27,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,Black,Female,25,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +55,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +44,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,State-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +55,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +30,Private,7th-8th,Separated,Farming-fishing,Not-in-family,White,Male,45,Mexico,0 +32,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +39,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,47,United-States,0 +57,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +22,State-gov,Some-college,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +26,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +26,State-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +42,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +40,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,43,United-States,0 +22,Private,11th,Never-married,Craft-repair,Own-child,White,Male,45,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +33,Self-emp-not-inc,1st-4th,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +45,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +18,Private,11th,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +32,Local-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,1 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,15,United-States,0 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +48,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +32,Federal-gov,HS-grad,Never-married,Other-service,Own-child,Black,Female,32,United-States,0 +35,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Separated,Sales,Unmarried,Black,Female,16,United-States,0 +37,Private,HS-grad,Never-married,Transport-moving,Other-relative,Asian-Pac-Islander,Male,40,,0 +40,Private,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,45,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,40,Jamaica,0 +41,Private,HS-grad,Never-married,Sales,Not-in-family,Black,Female,60,United-States,0 +52,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,98,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +53,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +44,Private,1st-4th,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +35,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +38,Private,Some-college,Divorced,Craft-repair,Own-child,White,Male,58,Poland,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +24,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,45,United-States,0 +65,Local-gov,HS-grad,Widowed,Other-service,Unmarried,Black,Female,25,United-States,0 +29,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +39,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +46,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +37,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +47,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,47,United-States,1 +62,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +90,Private,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,35,United-States,0 +33,Private,Assoc-acdm,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,20,United-States,0 +57,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +25,Private,Assoc-acdm,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +52,Private,Bachelors,Married-spouse-absent,Other-service,Not-in-family,White,Male,50,United-States,0 +21,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Male,18,United-States,0 +39,Private,Masters,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Poland,0 +59,Federal-gov,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +49,Private,7th-8th,Never-married,Prof-specialty,Other-relative,Black,Male,45,United-States,0 +34,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,Other,Male,40,Puerto-Rico,0 +39,State-gov,HS-grad,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +28,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,55,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,24,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Female,40,United-States,0 +55,State-gov,Assoc-voc,Widowed,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,38,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +60,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +40,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +47,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,35,Canada,0 +57,Local-gov,HS-grad,Widowed,Transport-moving,Not-in-family,White,Female,40,United-States,0 +52,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +42,Private,7th-8th,Widowed,Craft-repair,Unmarried,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +49,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +41,Federal-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +40,State-gov,Assoc-voc,Married-civ-spouse,Other-service,Husband,Black,Male,30,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +58,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,Canada,0 +26,Private,Bachelors,Never-married,Other-service,Not-in-family,Black,Female,35,United-States,0 +57,Private,10th,Divorced,Adm-clerical,Other-relative,White,Female,70,Germany,0 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +42,Private,HS-grad,Separated,Sales,Unmarried,White,Female,40,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +17,,9th,Never-married,,Own-child,Black,Male,40,United-States,0 +39,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +51,Self-emp-not-inc,Some-college,Divorced,Sales,Unmarried,White,Female,50,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,39,United-States,0 +41,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,43,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Self-emp-not-inc,Some-college,Divorced,Farming-fishing,Unmarried,White,Female,30,United-States,1 +73,,HS-grad,Widowed,,Not-in-family,White,Female,8,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,49,United-States,0 +42,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +32,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,41,United-States,0 +27,Private,Masters,Never-married,Sales,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +41,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +49,Local-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +26,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +21,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +32,,HS-grad,Married-civ-spouse,,Wife,White,Female,2,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Male,20,United-States,0 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Sales,Own-child,White,Male,26,United-States,1 +67,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +41,Local-gov,HS-grad,Divorced,Transport-moving,Not-in-family,Black,Female,38,United-States,0 +49,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +36,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,45,,0 +18,Private,11th,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +25,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +43,State-gov,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +38,Private,Doctorate,Married-civ-spouse,Exec-managerial,Wife,White,Female,36,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,,0 +65,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,0 +66,Private,Assoc-voc,Widowed,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +33,Private,11th,Never-married,Transport-moving,Not-in-family,Black,Male,60,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,38,United-States,0 +27,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +61,,HS-grad,Widowed,,Not-in-family,White,Female,36,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Cuba,1 +43,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Taiwan,1 +63,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +76,,Some-college,Married-civ-spouse,,Husband,White,Male,20,United-States,1 +42,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +76,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,,1 +41,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +17,Private,10th,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +30,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,Iran,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,25,United-States,0 +53,,Bachelors,Divorced,,Other-relative,Other,Female,20,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,52,United-States,0 +25,,Assoc-voc,Never-married,,Own-child,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Other-relative,Black,Female,40,United-States,0 +47,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +34,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +26,Private,Some-college,Never-married,Sales,Other-relative,White,Female,20,United-States,0 +63,,Bachelors,Widowed,,Not-in-family,Amer-Indian-Eskimo,Female,56,United-States,0 +25,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,75,United-States,0 +28,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +36,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +51,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,35,Taiwan,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +18,Private,12th,Never-married,Adm-clerical,Own-child,White,Male,12,United-States,0 +54,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +61,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +43,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,1 +27,,HS-grad,Never-married,,Not-in-family,White,Female,25,United-States,0 +24,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,30,United-States,0 +20,State-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +52,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +57,Local-gov,7th-8th,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,,0 +22,Private,11th,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +39,Federal-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +52,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,0 +25,Private,Assoc-acdm,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +50,Private,Some-college,Married-spouse-absent,Other-service,Not-in-family,White,Female,40,Cuba,0 +35,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,0 +50,Private,Assoc-voc,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +48,Federal-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +30,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,35,Canada,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +24,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,42,United-States,0 +30,Local-gov,Assoc-acdm,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Mexico,0 +35,,HS-grad,Divorced,,Unmarried,White,Female,20,United-States,0 +21,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +28,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,43,Mexico,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,20,Scotland,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +27,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +27,Federal-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Self-emp-not-inc,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +57,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,12,United-States,0 +59,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +38,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Transport-moving,Other-relative,White,Male,40,United-States,0 +90,Private,9th,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,38,United-States,1 +45,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +34,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +23,Self-emp-inc,Bachelors,Divorced,Sales,Not-in-family,White,Female,43,United-States,0 +39,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,55,United-States,0 +54,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,43,United-States,0 +44,Private,Some-college,Never-married,Sales,Own-child,White,Male,50,United-States,0 +31,Self-emp-inc,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +25,Private,9th,Separated,Handlers-cleaners,Other-relative,White,Male,40,El-Salvador,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,32,United-States,1 +32,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +36,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,Other,Male,55,United-States,1 +80,Private,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,10,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,8,United-States,0 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +77,,Masters,Divorced,,Not-in-family,White,Male,45,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +49,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,25,United-States,0 +53,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +41,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Male,55,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Poland,1 +21,,Some-college,Never-married,,Own-child,White,Female,25,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,45,United-States,0 +42,Federal-gov,Masters,Divorced,Adm-clerical,Not-in-family,White,Male,60,United-States,0 +29,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +38,,Assoc-voc,Separated,,Unmarried,White,Female,25,United-States,0 +26,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +41,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,60,,1 +40,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +36,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +25,Self-emp-not-inc,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,20,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +32,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +37,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,,HS-grad,Never-married,,Not-in-family,Black,Male,40,United-States,0 +24,,9th,Never-married,,Own-child,White,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +29,Private,7th-8th,Never-married,Handlers-cleaners,Own-child,White,Male,30,Mexico,0 +59,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,48,United-States,0 +52,Private,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +58,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,South,0 +53,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,Cuba,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +35,Private,11th,Divorced,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +49,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,12th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +47,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,1 +28,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +74,,5th-6th,Married-civ-spouse,,Husband,White,Male,56,Mexico,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,24,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +61,,Some-college,Married-spouse-absent,,Not-in-family,White,Male,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,53,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,40,Germany,0 +35,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,1 +23,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,30,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +30,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +34,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +49,Private,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,20,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,48,United-States,1 +54,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +19,Local-gov,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +18,Never-worked,10th,Never-married,,Own-child,White,Male,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +49,Local-gov,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,70,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +30,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,35,United-States,0 +90,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +25,Private,HS-grad,Never-married,Protective-serv,Other-relative,White,Male,40,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,,1 +31,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +43,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,99,United-States,0 +63,Private,Masters,Separated,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +46,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Black,Female,50,United-States,1 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +19,,HS-grad,Never-married,,Not-in-family,Black,Female,40,United-States,0 +61,Private,9th,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,Puerto-Rico,1 +23,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +35,Private,Bachelors,Divorced,Tech-support,Unmarried,White,Male,40,Germany,1 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,12,United-States,0 +31,Private,12th,Divorced,Other-service,Unmarried,White,Female,21,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,55,United-States,0 +63,Private,Bachelors,Widowed,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +29,State-gov,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,64,United-States,0 +43,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,10,Vietnam,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +23,Self-emp-not-inc,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,1 +35,Private,9th,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Unmarried,Other,Female,28,United-States,0 +50,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +25,Private,HS-grad,Never-married,Transport-moving,Other-relative,White,Male,40,,0 +26,Local-gov,Masters,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +57,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +90,Private,Masters,Never-married,Exec-managerial,Not-in-family,Black,Male,50,United-States,1 +35,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,60,United-States,1 +60,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,33,United-States,0 +21,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,40,United-States,0 +71,Local-gov,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +22,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +50,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,Vietnam,0 +74,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +67,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +59,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +63,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +39,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,63,United-States,0 +33,State-gov,Some-college,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +32,Private,Bachelors,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,South,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +39,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +29,State-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,36,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +53,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,43,United-States,1 +46,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,0 +51,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +44,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,99,United-States,0 +56,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +52,Private,9th,Married-spouse-absent,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,30,China,0 +39,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +45,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +33,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +35,,HS-grad,Never-married,,Not-in-family,White,Female,4,United-States,0 +46,Private,5th-6th,Married-civ-spouse,Craft-repair,Wife,White,Female,45,Italy,0 +35,Private,12th,Married-civ-spouse,Craft-repair,Wife,White,Female,50,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,50,United-States,0 +18,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,32,United-States,0 +35,Private,HS-grad,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,25,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,,0 +56,Private,11th,Separated,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,16,El-Salvador,0 +45,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,45,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,12,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,55,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +53,Private,10th,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,40,Columbia,0 +47,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,45,United-States,0 +49,Self-emp-inc,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +31,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +44,Self-emp-inc,Some-college,Divorced,Other-service,Unmarried,White,Male,80,United-States,0 +19,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +60,,HS-grad,Widowed,,Not-in-family,White,Male,35,Poland,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +44,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +54,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +19,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,25,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +61,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,18,United-States,1 +19,Self-emp-not-inc,10th,Married-spouse-absent,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +49,Private,7th-8th,Married-civ-spouse,Prof-specialty,Husband,White,Male,32,United-States,0 +35,Private,10th,Divorced,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +41,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,80,United-States,0 +62,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +27,Private,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,Japan,0 +55,,HS-grad,Divorced,,Not-in-family,White,Female,40,England,0 +25,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,42,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +53,Federal-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +56,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,35,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +60,Private,Masters,Divorced,Prof-specialty,Other-relative,Black,Male,40,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,40,Mexico,0 +40,Private,Bachelors,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Craft-repair,Own-child,White,Female,25,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,80,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Female,10,United-States,0 +32,State-gov,Assoc-acdm,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +27,Private,1st-4th,Never-married,Other-service,Own-child,Other,Male,35,Dominican-Republic,0 +48,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,16,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +55,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,England,0 +33,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +21,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +35,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +19,Private,HS-grad,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,72,United-States,1 +27,Private,Assoc-acdm,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +69,Private,10th,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +20,,Some-college,Never-married,,Own-child,White,Male,35,United-States,0 +37,Private,5th-6th,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +43,Local-gov,Bachelors,Divorced,Prof-specialty,Own-child,White,Female,39,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,48,United-States,0 +34,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +42,State-gov,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,1 +26,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +39,Private,Some-college,Separated,Other-service,Unmarried,White,Female,75,United-States,0 +25,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +54,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,30,United-States,0 +44,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +34,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +21,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +50,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,55,,0 +33,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +40,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Local-gov,Assoc-acdm,Divorced,Protective-serv,Not-in-family,White,Male,56,United-States,0 +21,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +35,Self-emp-not-inc,Bachelors,Never-married,Other-service,Not-in-family,Black,Female,60,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +57,,10th,Separated,,Not-in-family,White,Male,30,United-States,0 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Local-gov,HS-grad,Separated,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +58,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +57,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +37,Private,Some-college,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +45,Private,Some-college,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Cambodia,1 +64,,7th-8th,Widowed,,Not-in-family,White,Female,40,United-States,0 +38,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,72,United-States,0 +30,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,30,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +18,,10th,Never-married,,Other-relative,White,Female,30,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Separated,Transport-moving,Not-in-family,White,Male,44,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +27,Private,Some-college,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +44,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +54,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +58,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +45,Private,Bachelors,Never-married,Transport-moving,Not-in-family,White,Male,30,United-States,0 +59,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +29,Private,Assoc-acdm,Never-married,Priv-house-serv,Not-in-family,White,Female,50,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,20,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +27,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +55,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +32,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,Other,Male,60,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +78,,HS-grad,Widowed,,Not-in-family,White,Female,1,United-States,0 +28,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,48,United-States,0 +30,Self-emp-not-inc,Some-college,Never-married,Sales,Other-relative,Asian-Pac-Islander,Male,40,South,0 +29,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +66,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Female,3,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,45,United-States,0 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +34,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +59,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,24,United-States,0 +23,Private,11th,Never-married,Other-service,Other-relative,White,Male,40,Philippines,0 +55,Local-gov,Assoc-voc,Separated,Prof-specialty,Unmarried,Black,Female,35,United-States,0 +39,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,11th,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +57,Private,7th-8th,Divorced,Transport-moving,Unmarried,White,Male,75,United-States,0 +35,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +39,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Sales,Own-child,White,Female,38,United-States,1 +53,State-gov,Doctorate,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,Black,Male,25,United-States,0 +35,Private,Masters,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +44,Private,Some-college,Divorced,Farming-fishing,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,Poland,0 +23,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,25,Ireland,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +36,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,60,United-States,0 +36,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,36,United-States,0 +41,,5th-6th,Married-civ-spouse,,Husband,Other,Male,40,United-States,0 +21,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,46,United-States,1 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +43,Private,Some-college,Married-spouse-absent,Other-service,Not-in-family,Black,Female,40,United-States,0 +35,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,40,India,0 +46,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +45,,Masters,Married-civ-spouse,,Wife,White,Female,1,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +47,State-gov,Some-college,Divorced,Prof-specialty,Unmarried,White,Male,20,United-States,0 +42,Private,5th-6th,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,Puerto-Rico,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +25,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +37,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,1 +35,Private,12th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +57,Self-emp-not-inc,11th,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +48,Private,10th,Divorced,Sales,Not-in-family,White,Female,38,United-States,0 +34,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,34,United-States,0 +46,Federal-gov,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,38,,0 +45,State-gov,Masters,Divorced,Protective-serv,Not-in-family,White,Male,50,United-States,0 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +35,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,48,United-States,0 +62,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,39,United-States,1 +56,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +41,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,33,United-States,0 +35,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,27,United-States,0 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,41,United-States,1 +38,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +37,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +19,Private,7th-8th,Never-married,Craft-repair,Own-child,White,Male,32,United-States,0 +31,Private,9th,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +53,Local-gov,HS-grad,Divorced,Craft-repair,Not-in-family,Other,Male,40,,1 +33,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Male,35,Puerto-Rico,0 +72,Private,1st-4th,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +30,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +51,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +32,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,16,United-States,0 +30,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +35,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Divorced,Adm-clerical,Own-child,White,Female,44,United-States,1 +38,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +19,Private,10th,Never-married,Other-service,Other-relative,White,Female,30,United-States,0 +32,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,44,United-States,0 +49,Private,Masters,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +76,,Bachelors,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +60,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +60,Private,9th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +55,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,1 +41,Private,Bachelors,Divorced,Tech-support,Not-in-family,White,Female,30,,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +53,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +69,State-gov,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +71,,Some-college,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +32,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +45,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +40,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,37,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +63,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,60,United-States,0 +31,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,1 +51,Private,Bachelors,Never-married,Adm-clerical,Unmarried,White,Male,20,United-States,0 +51,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +49,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +30,Self-emp-not-inc,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Germany,0 +31,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +43,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,1 +37,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,72,,1 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,46,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +47,State-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +46,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +19,Private,5th-6th,Never-married,Other-service,Not-in-family,White,Male,50,Guatemala,0 +24,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +39,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +37,Private,Assoc-voc,Divorced,Machine-op-inspct,Not-in-family,White,Female,30,United-States,0 +28,,Bachelors,Never-married,,Own-child,Black,Female,40,Germany,0 +40,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +27,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +20,Private,HS-grad,Separated,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +45,Private,Masters,Divorced,Transport-moving,Not-in-family,White,Male,48,United-States,1 +46,Local-gov,Prof-school,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +46,Private,Assoc-voc,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +26,Private,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,44,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Own-child,White,Male,60,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,10,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +49,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Portugal,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +30,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,9th,Never-married,Priv-house-serv,Own-child,White,Male,40,Mexico,0 +31,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,55,Mexico,0 +46,Private,1st-4th,Never-married,Machine-op-inspct,Own-child,White,Male,40,Puerto-Rico,0 +42,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +60,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +27,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +20,Private,9th,Never-married,Sales,Own-child,White,Female,32,United-States,0 +56,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,1 +60,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,37,United-States,0 +33,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +40,,Some-college,Married-civ-spouse,,Wife,White,Female,25,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Canada,1 +56,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +50,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +57,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,Other,Female,40,United-States,0 +46,Private,Assoc-voc,Divorced,Tech-support,Other-relative,White,Female,36,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +54,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +32,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Wife,White,Female,22,United-States,0 +62,,Some-college,Married-civ-spouse,,Wife,White,Female,1,United-States,0 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +49,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +24,Private,Some-college,Never-married,Sales,Other-relative,Black,Female,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +42,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +52,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Local-gov,Assoc-acdm,Widowed,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +37,Private,Some-college,Divorced,Tech-support,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,20,United-States,0 +33,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +41,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,15,United-States,0 +21,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +23,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +26,Federal-gov,Some-college,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,45,United-States,0 +43,Private,10th,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,42,China,0 +52,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,England,0 +27,,Some-college,Divorced,,Own-child,Black,Female,40,United-States,0 +61,Private,7th-8th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +43,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +47,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,Germany,1 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +49,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +20,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +19,Private,10th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +27,,Some-college,Divorced,,Own-child,White,Male,40,United-States,0 +23,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,35,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,10,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,Black,Male,18,United-States,0 +76,,10th,Married-civ-spouse,,Husband,White,Male,1,United-States,0 +39,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +25,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +31,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,Black,Female,43,United-States,0 +44,Private,HS-grad,Divorced,Transport-moving,Not-in-family,Black,Male,20,Haiti,0 +53,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,45,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +35,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,48,United-States,0 +45,Private,Some-college,Widowed,Other-service,Unmarried,White,Female,45,United-States,0 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +53,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +35,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,70,,0 +65,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +49,Self-emp-not-inc,10th,Divorced,Farming-fishing,Unmarried,White,Male,70,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,12,United-States,0 +19,Private,12th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +60,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +78,,Masters,Widowed,,Not-in-family,White,Female,15,United-States,0 +26,Private,Some-college,Never-married,Exec-managerial,Own-child,Black,Female,40,United-States,0 +58,Private,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,38,Cuba,0 +37,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Male,55,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +30,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Greece,1 +22,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Female,24,United-States,0 +50,Private,Masters,Married-spouse-absent,Prof-specialty,Other-relative,White,Male,60,,0 +25,Private,1st-4th,Never-married,Priv-house-serv,Not-in-family,White,Female,40,Guatemala,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Male,6,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Other-relative,Amer-Indian-Eskimo,Female,36,United-States,0 +39,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +67,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,8,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Male,11,United-States,0 +36,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,25,United-States,0 +25,,Some-college,Separated,,Unmarried,White,Female,20,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +73,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +66,Self-emp-inc,10th,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +66,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +64,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +48,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,53,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +33,Private,11th,Separated,Sales,Own-child,White,Female,20,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +51,Private,7th-8th,Married-spouse-absent,Craft-repair,Not-in-family,Black,Male,50,Dominican-Republic,0 +34,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +41,Local-gov,7th-8th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +30,Self-emp-not-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +59,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,Masters,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +37,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,85,Mexico,0 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,Amer-Indian-Eskimo,Male,30,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +62,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +36,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +58,Self-emp-not-inc,10th,Never-married,Craft-repair,Not-in-family,White,Male,40,Greece,0 +42,Self-emp-inc,HS-grad,Divorced,Sales,Unmarried,White,Male,50,United-States,0 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,State-gov,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +64,Local-gov,9th,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +26,Private,Bachelors,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,45,United-States,0 +32,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Other-relative,White,Female,50,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,15,United-States,0 +19,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +33,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,42,United-States,1 +23,Private,Some-college,Married-civ-spouse,Craft-repair,Other-relative,White,Male,40,El-Salvador,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Transport-moving,Wife,Asian-Pac-Islander,Female,20,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,24,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,55,United-States,1 +32,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,25,Greece,0 +25,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +24,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,44,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +73,,11th,Married-civ-spouse,,Husband,White,Male,3,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +33,Self-emp-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,1 +22,Private,10th,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +33,,HS-grad,Separated,,Unmarried,White,Female,20,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Separated,Prof-specialty,Unmarried,White,Male,45,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,1 +42,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +39,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +41,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,32,United-States,1 +20,Local-gov,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +52,Private,Some-college,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,16,United-States,1 +71,Private,Some-college,Widowed,Sales,Not-in-family,White,Male,35,United-States,1 +52,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,55,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +53,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,48,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,30,United-States,1 +26,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +35,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +20,Private,9th,Never-married,Sales,Own-child,White,Female,40,United-States,0 +34,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +24,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,20,United-States,0 +24,Private,11th,Divorced,Sales,Unmarried,White,Female,35,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,37,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +29,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,36,United-States,0 +38,State-gov,Some-college,Separated,Exec-managerial,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Priv-house-serv,Unmarried,Black,Female,28,,0 +34,Self-emp-not-inc,HS-grad,Separated,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +45,Self-emp-not-inc,12th,Divorced,Craft-repair,Other-relative,Black,Male,35,United-States,0 +21,Private,Assoc-voc,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +64,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Canada,1 +32,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,Black,Male,40,United-States,0 +45,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +53,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Laos,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,16,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +62,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,24,Mexico,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +29,,Doctorate,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +32,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,35,United-States,0 +37,Self-emp-inc,10th,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,Japan,1 +44,Local-gov,HS-grad,Divorced,Transport-moving,Own-child,White,Male,25,United-States,0 +19,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +56,Private,Bachelors,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +37,Private,10th,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +43,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +44,Private,9th,Divorced,Other-service,Own-child,White,Female,50,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +20,Private,11th,Never-married,Transport-moving,Own-child,White,Male,60,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,Mexico,1 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +79,Local-gov,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,7,United-States,0 +44,Private,10th,Divorced,Adm-clerical,Unmarried,Other,Female,42,United-States,0 +51,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +33,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +50,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,45,United-States,1 +51,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,30,United-States,1 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +31,Self-emp-inc,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +67,,HS-grad,Widowed,,Not-in-family,White,Female,15,United-States,0 +65,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +29,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +57,Self-emp-not-inc,10th,Divorced,Exec-managerial,Own-child,White,Male,60,United-States,1 +47,Private,Some-college,Widowed,Other-service,Not-in-family,White,Female,35,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Local-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +61,Self-emp-inc,Bachelors,Separated,Sales,Not-in-family,White,Female,30,United-States,0 +34,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,60,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +27,Local-gov,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Male,43,United-States,0 +78,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,20,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +26,Self-emp-not-inc,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,75,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,60,Japan,0 +55,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +25,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,Mexico,0 +26,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,White,Female,48,United-States,0 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,68,United-States,1 +25,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,Poland,0 +22,Private,Some-college,Never-married,Adm-clerical,Other-relative,Black,Female,30,Jamaica,0 +52,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,5,United-States,0 +42,Private,Bachelors,Never-married,Sales,Unmarried,White,Male,40,United-States,0 +21,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +65,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Greece,0 +56,,HS-grad,Divorced,,Not-in-family,White,Male,10,United-States,0 +33,Federal-gov,Assoc-acdm,Divorced,Other-service,Unmarried,White,Male,40,United-States,0 +22,Private,10th,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,24,United-States,0 +45,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,42,United-States,0 +42,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,42,United-States,0 +37,Private,HS-grad,Married-spouse-absent,Farming-fishing,Unmarried,Other,Male,40,Mexico,0 +56,Private,9th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,,10th,Divorced,,Unmarried,White,Female,16,,0 +40,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,Black,Female,32,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +26,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,China,0 +47,Local-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,50,United-States,1 +22,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +33,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Transport-moving,Not-in-family,Black,Male,50,United-States,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,98,United-States,0 +57,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,8,United-States,0 +47,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +58,Local-gov,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +55,Private,11th,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +42,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +23,Private,12th,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +46,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +30,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,70,United-States,1 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,80,United-States,1 +56,Private,9th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,43,United-States,0 +19,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,10,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,18,United-States,0 +34,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +34,Private,9th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Private,9th,Married-civ-spouse,Tech-support,Wife,White,Female,23,United-States,0 +31,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +30,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +31,Private,HS-grad,Divorced,Other-service,Unmarried,White,Male,40,United-States,0 +51,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,36,United-States,0 +40,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +25,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +18,Self-emp-inc,11th,Never-married,Farming-fishing,Own-child,White,Male,30,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,10th,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,24,United-States,0 +39,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,38,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,41,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +33,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +56,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,70,United-States,0 +58,Private,12th,Married-civ-spouse,Transport-moving,Other-relative,White,Male,40,United-States,0 +48,Federal-gov,Masters,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +56,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +48,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +40,Private,Bachelors,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,48,Philippines,0 +38,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,32,United-States,0 +58,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,50,United-States,0 +63,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,0 +51,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +22,,5th-6th,Married-civ-spouse,,Wife,Other,Female,40,Mexico,0 +44,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +46,Federal-gov,Some-college,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +64,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,England,1 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Assoc-voc,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +59,Local-gov,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +28,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +57,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +53,Self-emp-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +58,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +39,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,70,South,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Local-gov,9th,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +37,Self-emp-not-inc,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Female,40,United-States,0 +33,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,55,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +55,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +39,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +41,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +39,Self-emp-inc,Bachelors,Married-spouse-absent,Sales,Not-in-family,White,Male,40,United-States,0 +28,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,50,United-States,0 +25,Private,Some-college,Never-married,Sales,Own-child,White,Male,24,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +70,Private,HS-grad,Divorced,Protective-serv,Not-in-family,White,Female,32,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +61,Private,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +45,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +56,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,50,United-States,0 +79,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,El-Salvador,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Unmarried,Asian-Pac-Islander,Male,40,Vietnam,0 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,25,,0 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,5,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +71,Self-emp-not-inc,Prof-school,Married-civ-spouse,Farming-fishing,Husband,White,Male,2,United-States,0 +50,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +29,Local-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,Iran,0 +33,Private,10th,Separated,Other-service,Unmarried,White,Female,35,United-States,0 +60,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +33,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,35,,1 +33,Private,10th,Never-married,Handlers-cleaners,Unmarried,Black,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,52,United-States,0 +32,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,9,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +39,State-gov,Some-college,Separated,Exec-managerial,Unmarried,Black,Female,30,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +21,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,20,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +36,Private,11th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +32,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Separated,Prof-specialty,Unmarried,Other,Female,60,Puerto-Rico,0 +49,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Federal-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +33,Local-gov,HS-grad,Divorced,Protective-serv,Unmarried,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Tech-support,Husband,Black,Male,40,Jamaica,1 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +84,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +55,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +30,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +46,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,India,0 +55,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +54,Self-emp-not-inc,Masters,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +52,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +36,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,1 +25,Self-emp-not-inc,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +24,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,50,United-States,0 +36,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +66,,Some-college,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +90,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +67,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +22,Self-emp-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +55,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,35,United-States,0 +48,Private,Some-college,Separated,Adm-clerical,Other-relative,Black,Female,40,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Sales,Husband,Other,Male,35,United-States,0 +33,Private,Assoc-acdm,Married-spouse-absent,Prof-specialty,Own-child,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,48,,0 +47,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +23,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,37,Mexico,0 +18,Private,10th,Never-married,Sales,Own-child,White,Female,35,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Female,60,United-States,0 +26,Private,Some-college,Never-married,Sales,Own-child,White,Male,42,United-States,0 +42,Private,HS-grad,Widowed,Sales,Unmarried,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +53,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +40,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +24,Local-gov,Some-college,Separated,Protective-serv,Not-in-family,White,Male,60,United-States,0 +42,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Female,40,United-States,0 +41,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +42,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +63,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Self-emp-not-inc,11th,Never-married,Other-service,Own-child,White,Female,4,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,40,Philippines,0 +55,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,9th,Never-married,Adm-clerical,Unmarried,Black,Female,20,United-States,0 +31,Private,Some-college,Divorced,Sales,Own-child,White,Female,30,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +19,Private,Some-college,Never-married,Protective-serv,Own-child,White,Female,30,United-States,0 +38,Local-gov,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,56,United-States,0 +52,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +70,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,0 +53,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +59,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,43,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +41,,HS-grad,Never-married,,Not-in-family,White,Female,30,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,10,United-States,0 +24,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +32,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,40,Jamaica,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +35,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Male,20,United-States,0 +37,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,42,United-States,0 +30,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,36,United-States,0 +40,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,30,Iran,1 +22,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +50,Local-gov,Some-college,Separated,Other-service,Unmarried,Black,Female,28,United-States,0 +70,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,23,United-States,0 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +77,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,39,United-States,0 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +58,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,12,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +27,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +32,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,55,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,25,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +50,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +31,,HS-grad,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +54,State-gov,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,38,United-States,0 +23,State-gov,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +40,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,20,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Germany,0 +38,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,White,Male,35,,0 +30,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,8,India,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,25,United-States,0 +39,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +48,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +41,Self-emp-not-inc,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,Yugoslavia,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +57,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,Puerto-Rico,1 +66,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +42,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,Canada,1 +34,Local-gov,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Tech-support,Wife,Black,Female,40,United-States,0 +42,Private,Some-college,Divorced,Exec-managerial,Own-child,White,Female,40,United-States,0 +31,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +70,,Some-college,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Germany,1 +42,Self-emp-inc,7th-8th,Divorced,Craft-repair,Unmarried,White,Male,25,United-States,0 +21,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,55,United-States,0 +50,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +19,,11th,Never-married,,Unmarried,White,Female,30,United-States,0 +44,Federal-gov,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,24,United-States,0 +36,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +49,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +29,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,Local-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +75,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Black,Male,20,United-States,1 +42,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,40,,0 +37,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,25,United-States,0 +61,Local-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,48,United-States,0 +33,Private,Assoc-acdm,Never-married,Exec-managerial,Unmarried,White,Female,55,,0 +50,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +59,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,30,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +56,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +44,Private,Bachelors,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +57,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Own-child,Black,Male,40,,0 +46,Private,11th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +48,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +61,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +33,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,87,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +58,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +46,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +51,Self-emp-inc,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,0 +37,Private,12th,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +64,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,60,China,0 +41,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,54,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +44,Self-emp-not-inc,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,88,United-States,0 +41,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Amer-Indian-Eskimo,Female,48,United-States,1 +33,State-gov,Some-college,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +37,Private,9th,Separated,Priv-house-serv,Unmarried,White,Female,16,Mexico,0 +34,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +24,Federal-gov,Bachelors,Never-married,Tech-support,Own-child,White,Female,40,,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +20,Self-emp-not-inc,HS-grad,Never-married,Transport-moving,Own-child,White,Male,45,United-States,0 +22,Federal-gov,Bachelors,Never-married,Tech-support,Own-child,White,Male,8,United-States,0 +55,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,73,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +20,Self-emp-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,70,United-States,0 +40,Private,9th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +54,,Some-college,Divorced,,Own-child,White,Male,50,United-States,0 +24,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,46,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,8,United-States,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +17,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,17,United-States,0 +34,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +49,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +74,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +37,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +20,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,1 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,1 +30,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,Haiti,0 +44,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,40,Puerto-Rico,0 +40,Private,10th,Married-civ-spouse,Other-service,Wife,Black,Female,32,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,Greece,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,1 +39,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,18,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +29,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +34,Federal-gov,Some-college,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +38,,Some-college,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +27,Private,Preschool,Married-civ-spouse,Farming-fishing,Other-relative,White,Male,24,Mexico,0 +54,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,48,United-States,0 +40,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,Black,Female,37,United-States,0 +19,Private,Some-college,Never-married,Sales,Other-relative,White,Female,25,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +33,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,0 +80,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,24,United-States,0 +24,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,30,United-States,1 +21,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +51,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +42,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,24,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +20,,Some-college,Never-married,,Own-child,Black,Female,40,United-States,0 +51,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +37,State-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,52,United-States,0 +42,Federal-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,1 +40,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +55,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,32,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +47,Private,10th,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +26,Private,12th,Never-married,Sales,Other-relative,Black,Male,51,United-States,0 +59,Private,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,20,Puerto-Rico,0 +70,Local-gov,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,17,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +47,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +25,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,43,United-States,0 +52,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +67,Private,10th,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,20,United-States,0 +34,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +53,State-gov,Some-college,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +39,Local-gov,HS-grad,Divorced,Adm-clerical,Own-child,White,Male,42,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Separated,Prof-specialty,Unmarried,White,Female,38,United-States,0 +38,Private,10th,Never-married,Prof-specialty,Not-in-family,White,Male,90,United-States,1 +41,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,33,United-States,0 +43,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Sales,Own-child,White,Male,45,United-States,0 +49,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +54,Federal-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Self-emp-inc,5th-6th,Married-civ-spouse,Sales,Husband,White,Male,40,Mexico,1 +57,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +50,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +50,Self-emp-not-inc,HS-grad,Widowed,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,48,South,0 +36,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +31,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +18,Private,10th,Never-married,Farming-fishing,Own-child,White,Male,36,United-States,0 +33,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +35,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +37,Private,Bachelors,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,36,Philippines,0 +25,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +51,Federal-gov,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +66,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,13,United-States,0 +37,Self-emp-not-inc,Bachelors,Never-married,Protective-serv,Not-in-family,White,Male,55,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,37,United-States,0 +61,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Female,49,United-States,0 +49,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,38,United-States,0 +51,Self-emp-not-inc,Masters,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +28,,HS-grad,Separated,,Unmarried,White,Female,40,Mexico,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +30,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,37,United-States,0 +49,Self-emp-inc,Masters,Divorced,Prof-specialty,Unmarried,White,Male,80,Mexico,1 +26,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +63,Private,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +36,Private,Assoc-acdm,Never-married,Transport-moving,Not-in-family,White,Male,55,Iran,0 +63,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,10,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +31,Private,7th-8th,Widowed,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +49,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,Canada,0 +35,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,55,,1 +23,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +25,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Male,40,United-States,1 +34,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +44,Self-emp-not-inc,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,35,United-States,0 +33,Private,HS-grad,Separated,Transport-moving,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +55,Private,11th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,8,United-States,0 +75,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,15,United-States,0 +61,Private,9th,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +53,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,1 +48,Private,Some-college,Widowed,Sales,Unmarried,White,Male,50,United-States,1 +28,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +30,,Bachelors,Never-married,,Not-in-family,Asian-Pac-Islander,Female,50,Taiwan,0 +29,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +25,Private,Some-college,Divorced,Tech-support,Own-child,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +43,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,55,United-States,0 +40,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +34,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +55,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,1 +31,Local-gov,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Male,20,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Italy,0 +26,State-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,50,India,0 +26,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +44,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,52,United-States,1 +21,,HS-grad,Never-married,,Own-child,Black,Female,30,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,30,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +19,Self-emp-not-inc,11th,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +61,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +28,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Own-child,Asian-Pac-Islander,Male,63,South,0 +26,Private,Bachelors,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +64,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +41,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +41,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +51,Private,11th,Separated,Other-service,Not-in-family,Black,Female,40,Jamaica,0 +34,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +33,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,Germany,1 +23,Private,Some-college,Separated,Other-service,Not-in-family,White,Male,40,United-States,1 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +41,Private,11th,Divorced,Priv-house-serv,Unmarried,White,Female,25,Guatemala,0 +39,Private,Masters,Never-married,Craft-repair,Not-in-family,White,Female,50,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +33,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Exec-managerial,Other-relative,White,Female,45,United-States,0 +25,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +77,Self-emp-not-inc,7th-8th,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,20,Italy,1 +33,,Assoc-voc,Never-married,,Own-child,White,Female,40,United-States,0 +66,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +44,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,38,United-States,0 +45,Self-emp-inc,Masters,Divorced,Sales,Unmarried,White,Female,42,United-States,1 +28,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +44,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,Black,Female,40,Jamaica,0 +62,Private,7th-8th,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +41,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,6,Iran,0 +23,Local-gov,Some-college,Never-married,Other-service,Not-in-family,Black,Male,30,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Italy,1 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +66,Local-gov,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,25,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +23,Private,9th,Never-married,Handlers-cleaners,Other-relative,White,Male,39,Mexico,0 +34,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +39,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +33,Self-emp-not-inc,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +43,Private,Some-college,Separated,Sales,Unmarried,White,Female,10,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,99,United-States,0 +33,State-gov,Some-college,Separated,Adm-clerical,Own-child,Black,Male,35,United-States,0 +26,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,Mexico,0 +56,Self-emp-inc,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,36,United-States,0 +38,Private,Assoc-acdm,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +90,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +72,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,15,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,48,United-States,0 +49,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,75,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +20,Private,Some-college,Married-spouse-absent,Sales,Own-child,Black,Female,18,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,South,0 +46,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,55,Jamaica,0 +49,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,Greece,0 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +46,Federal-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +31,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +43,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +18,,Some-college,Never-married,,Own-child,White,Female,6,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +46,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +43,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +58,Private,HS-grad,Widowed,Craft-repair,Unmarried,White,Male,40,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +37,,Some-college,Separated,,Unmarried,White,Male,40,United-States,0 +21,Federal-gov,12th,Never-married,Adm-clerical,Own-child,Black,Male,25,United-States,0 +52,State-gov,Masters,Never-married,Adm-clerical,Not-in-family,White,Male,70,United-States,1 +34,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,32,United-States,1 +28,Private,Assoc-voc,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +49,Private,11th,Divorced,Machine-op-inspct,Unmarried,Black,Female,35,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,50,Jamaica,1 +31,Private,Some-college,Divorced,Other-service,Own-child,White,Female,20,United-States,0 +18,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +47,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +51,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +31,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +39,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +58,Private,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,0 +36,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,1 +19,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +38,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Female,36,United-States,0 +26,Private,Assoc-voc,Never-married,Prof-specialty,Own-child,Other,Female,60,Jamaica,0 +38,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,16,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +25,Private,Bachelors,Never-married,Tech-support,Not-in-family,Black,Male,40,,0 +41,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,25,United-States,1 +33,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,16,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +33,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +25,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +30,Self-emp-not-inc,HS-grad,Never-married,Sales,Unmarried,White,Male,66,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,14,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,1 +60,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Prof-specialty,Unmarried,Black,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,14,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,90,United-States,0 +36,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,Black,Female,36,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,38,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +57,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,36,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +35,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +51,Self-emp-inc,11th,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Exec-managerial,Own-child,White,Male,44,United-States,0 +36,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,42,United-States,0 +51,Local-gov,9th,Separated,Other-service,Other-relative,White,Female,40,United-States,0 +46,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +42,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,Black,Female,50,United-States,0 +25,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,50,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,Bachelors,Divorced,Sales,Unmarried,White,Male,40,United-States,1 +61,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +40,Private,12th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,Jamaica,0 +58,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,20,United-States,1 +52,Private,HS-grad,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,20,Mexico,0 +18,Private,11th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +27,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +63,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,16,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +40,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +41,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +31,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +32,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +30,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,Black,Male,72,United-States,0 +39,Local-gov,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +31,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Black,Female,35,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +33,,HS-grad,Separated,,Unmarried,White,Female,40,United-States,0 +44,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,25,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +36,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +39,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +61,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Divorced,Transport-moving,Own-child,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,25,Germany,0 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,90,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +75,Self-emp-not-inc,Bachelors,Widowed,Prof-specialty,Unmarried,White,Male,48,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +81,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,0 +54,Self-emp-inc,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,Canada,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,Iran,0 +54,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,Philippines,1 +41,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,45,United-States,0 +61,,Bachelors,Divorced,,Not-in-family,White,Female,40,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +24,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Mexico,0 +44,Local-gov,Bachelors,Divorced,Prof-specialty,Own-child,White,Female,60,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,7th-8th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,1 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,Germany,1 +71,,Some-college,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +57,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,10,United-States,0 +33,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +30,Private,Some-college,Divorced,Adm-clerical,Own-child,White,Female,55,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +54,Private,11th,Divorced,Priv-house-serv,Unmarried,Black,Female,10,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +29,State-gov,Some-college,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +51,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Female,70,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Other-relative,Black,Female,38,United-States,0 +22,Local-gov,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +59,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Male,13,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +42,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +28,Private,11th,Separated,Craft-repair,Unmarried,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,7,United-States,0 +67,Private,Masters,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,25,United-States,0 +47,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,5,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,Peru,0 +22,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,40,Peru,0 +47,State-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +64,,Some-college,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +35,State-gov,Some-college,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +52,Federal-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +73,Self-emp-inc,10th,Widowed,Sales,Unmarried,White,Female,40,Canada,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,1 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +33,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +40,Private,Some-college,Divorced,Exec-managerial,Other-relative,Black,Female,55,United-States,0 +55,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +40,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,60,United-States,0 +22,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +45,Private,HS-grad,Separated,Tech-support,Not-in-family,White,Female,26,United-States,0 +47,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +32,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,38,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +44,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +32,Self-emp-not-inc,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,80,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +68,Private,11th,Divorced,Transport-moving,Not-in-family,White,Male,70,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +33,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +24,Private,9th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +45,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +48,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +60,,Some-college,Married-civ-spouse,,Husband,White,Male,35,United-States,1 +39,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +23,State-gov,12th,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +36,Private,Some-college,Separated,Adm-clerical,Other-relative,White,Female,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +52,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,42,United-States,1 +37,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +58,Private,Assoc-voc,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +67,Self-emp-not-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,2,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,8,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +24,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,72,United-States,1 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Divorced,Transport-moving,Own-child,White,Male,60,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Own-child,White,Male,72,Mexico,0 +36,Private,Some-college,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,Laos,0 +43,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +45,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,46,United-States,0 +41,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,35,United-States,0 +48,Local-gov,Assoc-acdm,Separated,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +51,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +26,Private,Some-college,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +54,Private,Preschool,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +22,Private,Some-college,Divorced,Sales,Own-child,White,Female,48,Iran,0 +19,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,35,United-States,0 +47,Private,7th-8th,Divorced,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +32,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,20,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +30,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,1 +35,Private,Masters,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +73,Self-emp-not-inc,12th,Married-civ-spouse,Farming-fishing,Husband,White,Male,18,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,10,Canada,0 +32,Private,Bachelors,Separated,Prof-specialty,Unmarried,White,Female,32,United-States,0 +43,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,,HS-grad,Never-married,,Own-child,White,Male,40,Portugal,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Other,Female,40,Columbia,0 +41,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +52,State-gov,Some-college,Separated,Protective-serv,Unmarried,White,Male,40,United-States,0 +35,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,32,United-States,0 +57,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,52,United-States,0 +35,Private,Assoc-voc,Married-spouse-absent,Prof-specialty,Unmarried,White,Female,44,United-States,0 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +56,Private,7th-8th,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +42,Private,Bachelors,Never-married,Sales,Own-child,White,Male,60,United-States,0 +17,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +49,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +39,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +34,Self-emp-not-inc,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +37,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +22,Private,12th,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +59,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +53,Self-emp-not-inc,10th,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,99,United-States,0 +26,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +34,Private,HS-grad,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Female,32,United-States,0 +54,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +48,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +35,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Self-emp-not-inc,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +65,Self-emp-not-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +46,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +67,,9th,Divorced,,Not-in-family,White,Female,40,United-States,0 +62,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +38,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Female,40,Cuba,0 +24,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +24,Private,Some-college,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,50,Philippines,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,48,United-States,0 +43,State-gov,Assoc-acdm,Married-spouse-absent,Other-service,Unmarried,White,Female,30,United-States,0 +48,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,Asian-Pac-Islander,Female,40,South,0 +41,Private,HS-grad,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Tech-support,Wife,Black,Female,45,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +45,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +45,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +55,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +46,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,75,Greece,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +31,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,25,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +37,Local-gov,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +33,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +46,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,England,1 +44,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +63,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,Mexico,0 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,0 +37,Self-emp-inc,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +60,,Some-college,Divorced,,Not-in-family,White,Female,40,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Assoc-voc,Never-married,Sales,Own-child,White,Female,35,United-States,0 +46,Self-emp-inc,Assoc-voc,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,63,Thailand,0 +24,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +27,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,30,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +47,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Male,40,Honduras,0 +69,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +50,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +29,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,60,India,0 +32,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,Private,10th,Divorced,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,75,United-States,0 +60,Private,7th-8th,Divorced,Adm-clerical,Not-in-family,White,Female,35,Cuba,0 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,52,United-States,1 +69,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +56,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,45,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +24,Self-emp-not-inc,7th-8th,Never-married,Farming-fishing,Own-child,White,Male,50,United-States,0 +63,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +29,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +64,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +44,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,60,United-States,0 +36,Private,10th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +55,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,40,United-States,1 +37,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Male,65,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +57,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +31,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +58,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +29,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +45,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,0 +35,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,38,United-States,0 +32,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,45,United-States,0 +61,Self-emp-not-inc,HS-grad,Widowed,Other-service,Other-relative,White,Female,40,United-States,0 +26,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,15,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Married-spouse-absent,Adm-clerical,Own-child,Asian-Pac-Islander,Female,39,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,48,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,12,United-States,0 +37,Private,HS-grad,Separated,Exec-managerial,Own-child,White,Male,40,United-States,0 +23,,Bachelors,Never-married,,Own-child,White,Male,50,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Self-emp-inc,Assoc-voc,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +49,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +41,Private,Some-college,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,21,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +47,State-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +28,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +44,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +41,Federal-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +50,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,1 +73,Self-emp-not-inc,HS-grad,Widowed,Craft-repair,Not-in-family,White,Male,24,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,40,Outlying-US(Guam-USVI-etc),0 +38,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +64,,Masters,Married-civ-spouse,,Husband,White,Male,2,United-States,0 +47,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,Canada,1 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,7th-8th,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +61,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,60,United-States,1 +58,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +51,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,43,United-States,1 +49,Private,Some-college,Divorced,Sales,Unmarried,White,Female,55,England,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,20,United-States,0 +19,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,53,United-States,0 +56,Private,11th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +35,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Federal-gov,Some-college,Divorced,Tech-support,Unmarried,Amer-Indian-Eskimo,Female,20,United-States,0 +41,Private,Doctorate,Divorced,Sales,Unmarried,White,Female,50,United-States,1 +30,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Private,Doctorate,Married-civ-spouse,Tech-support,Wife,White,Female,20,,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Self-emp-inc,10th,Widowed,Exec-managerial,Unmarried,White,Female,50,United-States,1 +55,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,32,United-States,0 +22,,Assoc-voc,Never-married,,Own-child,Asian-Pac-Islander,Male,20,United-States,0 +31,Private,10th,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +30,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,48,United-States,0 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,25,Germany,0 +50,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +38,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +20,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,20,South,0 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +45,Private,HS-grad,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,50,South,0 +46,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +31,Federal-gov,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,Cuba,0 +38,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +56,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +58,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +30,Private,Preschool,Never-married,Farming-fishing,Not-in-family,White,Male,40,Mexico,0 +56,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,,0 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,1 +50,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,,HS-grad,Separated,,Unmarried,Black,Female,30,United-States,0 +30,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +42,Federal-gov,Assoc-voc,Divorced,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,Other,Female,20,,0 +46,Private,10th,Never-married,Other-service,Not-in-family,White,Female,25,Ecuador,0 +31,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,65,United-States,1 +38,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +45,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +50,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +53,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,Dominican-Republic,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +45,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +21,Private,10th,Never-married,Adm-clerical,Not-in-family,White,Female,39,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +42,Federal-gov,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,30,United-States,0 +46,Private,Bachelors,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,,0 +45,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +32,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,20,United-States,0 +30,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +57,,Bachelors,Married-civ-spouse,,Husband,White,Male,80,United-States,1 +37,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,56,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +36,,HS-grad,Divorced,,Unmarried,White,Female,28,United-States,0 +33,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +48,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Female,40,United-States,0 +34,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,50,United-States,1 +33,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,60,Germany,0 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +22,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,25,United-States,0 +19,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +46,Private,Assoc-voc,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +47,Private,Masters,Divorced,Sales,Not-in-family,White,Female,6,United-States,0 +47,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +52,Local-gov,Some-college,Divorced,Transport-moving,Not-in-family,White,Female,40,United-States,0 +38,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +58,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +54,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Tech-support,Other-relative,White,Female,10,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,25,United-States,0 +25,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +25,Self-emp-not-inc,9th,Never-married,Craft-repair,Not-in-family,White,Male,15,United-States,0 +36,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,44,United-States,0 +69,Self-emp-not-inc,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,30,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +21,Private,7th-8th,Never-married,Farming-fishing,Unmarried,White,Male,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,32,United-States,0 +25,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,13,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Other-service,Other-relative,Black,Female,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +33,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +29,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,89,United-States,0 +42,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +29,Private,11th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +34,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +22,,Assoc-voc,Never-married,,Own-child,White,Male,40,United-States,0 +23,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,44,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,38,United-States,0 +24,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,30,,0 +32,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +52,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Male,50,United-States,1 +36,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,60,United-States,1 +18,Private,10th,Never-married,Machine-op-inspct,Own-child,White,Male,30,United-States,0 +27,Private,HS-grad,Divorced,Sales,Own-child,White,Female,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +52,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,32,United-States,0 +24,Private,Some-college,Never-married,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,40,Mexico,0 +42,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +39,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +20,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +39,Private,HS-grad,Widowed,Handlers-cleaners,Unmarried,White,Male,40,,0 +68,,11th,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,48,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,8,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,15,United-States,0 +64,,Preschool,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,0 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,,0 +38,Private,Some-college,Separated,Machine-op-inspct,Not-in-family,White,Male,55,United-States,1 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +24,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,White,Female,75,United-States,0 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,30,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,55,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +67,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,44,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,United-States,0 +46,Private,HS-grad,Separated,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +52,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,36,United-States,0 +44,Private,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Male,40,United-States,0 +65,,11th,Married-civ-spouse,,Husband,White,Male,40,Mexico,0 +37,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,35,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +64,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,37,United-States,1 +35,Private,7th-8th,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +28,Self-emp-not-inc,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +63,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,32,China,1 +40,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +33,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +25,Private,7th-8th,Never-married,Sales,Other-relative,White,Male,45,Guatemala,0 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +53,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +27,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,0 +31,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +39,State-gov,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,40,Mexico,1 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,30,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +27,Private,Doctorate,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +52,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +32,Private,Assoc-voc,Divorced,Craft-repair,Own-child,White,Male,46,United-States,0 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +53,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +41,Private,Bachelors,Separated,Sales,Unmarried,White,Female,30,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Dominican-Republic,0 +30,Private,Some-college,Divorced,Sales,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +58,State-gov,HS-grad,Married-spouse-absent,Other-service,Unmarried,Black,Female,40,Honduras,0 +45,State-gov,Bachelors,Divorced,Protective-serv,Not-in-family,White,Female,40,United-States,0 +40,Private,10th,Divorced,Transport-moving,Own-child,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Other,Female,40,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Separated,Handlers-cleaners,Other-relative,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +36,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +22,Federal-gov,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +37,Federal-gov,Some-college,Never-married,Other-service,Own-child,White,Male,40,Japan,0 +54,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Farming-fishing,Unmarried,White,Male,50,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +49,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,,1 +32,Private,11th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +35,State-gov,HS-grad,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +40,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,72,India,1 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +31,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +50,Federal-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Private,10th,Separated,Sales,Unmarried,White,Female,40,United-States,0 +41,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,46,United-States,1 +33,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +49,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,60,United-States,0 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +27,Private,HS-grad,Separated,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,32,United-States,0 +42,State-gov,Doctorate,Never-married,Exec-managerial,Not-in-family,White,Female,40,Italy,1 +30,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +37,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,0 +51,Private,HS-grad,Married-spouse-absent,Sales,Not-in-family,Black,Female,38,United-States,0 +27,Federal-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +45,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +40,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,,0 +54,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,1 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Yugoslavia,1 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Local-gov,Some-college,Never-married,Adm-clerical,Other-relative,Black,Male,40,Haiti,0 +39,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,55,United-States,1 +25,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +34,Private,11th,Never-married,Other-service,Not-in-family,White,Female,40,Ireland,0 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +21,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +31,State-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +63,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +21,Self-emp-not-inc,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +50,Private,1st-4th,Separated,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +66,,HS-grad,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +31,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +23,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +35,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +32,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +20,Private,7th-8th,Never-married,Machine-op-inspct,Other-relative,White,Female,60,Mexico,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,40,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,8,Philippines,0 +64,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +60,Local-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +26,Private,HS-grad,Never-married,Priv-house-serv,Other-relative,White,Female,15,Mexico,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,20,United-States,0 +67,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +24,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +46,Private,1st-4th,Separated,Machine-op-inspct,Own-child,White,Female,40,Guatemala,0 +38,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Taiwan,0 +20,Private,7th-8th,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +28,,Some-college,Never-married,,Other-relative,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,48,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,State-gov,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +37,State-gov,Assoc-acdm,Divorced,Protective-serv,Not-in-family,Black,Male,38,United-States,0 +53,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +45,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,Black,Female,35,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +33,State-gov,Masters,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,25,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +38,Private,10th,Married-civ-spouse,Craft-repair,Husband,Black,Male,45,United-States,0 +40,Private,Assoc-voc,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +44,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +27,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +34,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Male,25,United-States,0 +49,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +52,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,1 +46,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,40,,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Local-gov,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +25,State-gov,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,15,United-States,0 +48,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +36,Local-gov,Some-college,Divorced,Protective-serv,Unmarried,White,Male,55,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +18,,Some-college,Never-married,,Own-child,White,Male,60,United-States,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +60,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,24,United-States,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +44,Local-gov,Assoc-acdm,Divorced,Tech-support,Not-in-family,Black,Male,40,United-States,0 +32,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,Portugal,0 +42,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +41,Private,12th,Married-civ-spouse,Other-service,Wife,White,Female,10,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +56,Private,10th,Separated,Other-service,Unmarried,White,Female,32,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +28,Self-emp-not-inc,11th,Never-married,Sales,Own-child,White,Male,40,United-States,0 +19,Private,7th-8th,Never-married,Transport-moving,Unmarried,White,Male,25,Guatemala,0 +49,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,50,United-States,0 +25,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +42,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +47,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +26,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,58,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +39,Local-gov,HS-grad,Never-married,Protective-serv,Own-child,Amer-Indian-Eskimo,Male,48,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +41,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,36,United-States,1 +23,Private,Some-college,Divorced,Other-service,Own-child,White,Female,24,United-States,0 +31,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +36,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,57,United-States,1 +20,Private,Some-college,Never-married,Prof-specialty,Unmarried,White,Female,25,United-States,0 +36,Private,Some-college,Never-married,Machine-op-inspct,Unmarried,White,Male,45,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Farming-fishing,Own-child,White,Male,50,United-States,1 +39,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,60,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Farming-fishing,Wife,White,Female,40,United-States,0 +59,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,37,United-States,0 +32,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +50,Self-emp-not-inc,10th,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +18,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +60,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +60,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,0 +42,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,22,United-States,0 +49,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +35,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +30,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,Iran,0 +59,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Self-emp-inc,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,50,United-States,1 +55,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +23,Private,Bachelors,Never-married,Tech-support,Own-child,Black,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +55,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +19,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,25,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,1 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,23,United-States,0 +47,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +42,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +22,State-gov,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +30,Private,Assoc-acdm,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +62,Self-emp-not-inc,Some-college,Widowed,Farming-fishing,Unmarried,White,Female,50,United-States,0 +51,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,30,United-States,0 +28,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +56,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,30,United-States,0 +46,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +23,Local-gov,Some-college,Married-spouse-absent,Adm-clerical,Own-child,White,Female,40,Guatemala,0 +33,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Black,Female,30,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,20,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Male,60,United-States,0 +36,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,1 +37,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +39,Local-gov,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +24,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Exec-managerial,Own-child,Black,Female,40,United-States,0 +37,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +33,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,30,United-States,0 +20,Private,HS-grad,Never-married,Sales,Own-child,White,Female,8,Mexico,0 +26,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +53,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Divorced,Sales,Own-child,White,Female,35,United-States,0 +34,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +39,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +22,,HS-grad,Never-married,,Own-child,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +40,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +54,Local-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +32,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Iran,0 +29,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +68,,Some-college,Never-married,,Unmarried,Black,Female,40,United-States,0 +27,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,1 +54,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +23,Private,HS-grad,Divorced,Priv-house-serv,Unmarried,White,Female,40,United-States,0 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +40,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Male,42,United-States,0 +19,Private,10th,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +21,,HS-grad,Never-married,,Other-relative,White,Male,60,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +39,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,45,United-States,0 +38,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,,0 +41,Private,12th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,45,United-States,0 +70,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +45,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +83,Private,HS-grad,Widowed,Protective-serv,Not-in-family,White,Male,55,United-States,0 +59,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +18,Private,9th,Never-married,Other-service,Own-child,Black,Male,15,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +48,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,52,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Dominican-Republic,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,25,Mexico,0 +53,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,1 +66,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,State-gov,Bachelors,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +22,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +47,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +74,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,70,United-States,1 +35,Self-emp-not-inc,Some-college,Separated,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +40,Private,Some-college,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +51,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Private,10th,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,40,United-States,0 +53,Private,Assoc-acdm,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,South,0 +42,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,32,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +33,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,20,United-States,0 +46,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +25,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +29,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +29,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,48,United-States,0 +33,Private,Doctorate,Divorced,Sales,Not-in-family,White,Male,60,United-States,1 +50,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,45,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +46,Private,11th,Widowed,Other-service,Not-in-family,White,Female,27,El-Salvador,0 +71,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,8,United-States,0 +27,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +56,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,60,Philippines,1 +23,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,25,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +26,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +31,Federal-gov,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +36,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,12th,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +50,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,20,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,36,United-States,1 +29,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +54,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,Italy,0 +20,Private,11th,Married-civ-spouse,Sales,Other-relative,White,Female,50,United-States,0 +37,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +28,Local-gov,HS-grad,Never-married,Other-service,Own-child,Black,Male,30,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +46,State-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +35,Private,Bachelors,Separated,Exec-managerial,Unmarried,White,Female,42,United-States,0 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,1 +34,,HS-grad,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Self-emp-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +38,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +64,,Bachelors,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +61,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Transport-moving,Unmarried,Black,Male,30,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +22,Private,10th,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +19,Private,11th,Never-married,Other-service,Other-relative,White,Female,15,United-States,0 +36,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +51,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +63,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +20,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +42,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +40,,Bachelors,Never-married,,Own-child,White,Female,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +41,,Bachelors,Married-civ-spouse,,Wife,White,Female,30,United-States,1 +49,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,80,United-States,0 +46,Private,HS-grad,Separated,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Separated,Sales,Not-in-family,White,Male,50,United-States,0 +28,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,Mexico,0 +19,,HS-grad,Never-married,,Other-relative,Black,Male,20,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +18,Private,11th,Never-married,Adm-clerical,Own-child,Black,Male,20,United-States,0 +39,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +60,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +46,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,50,Canada,1 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,1 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +60,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +30,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,43,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +48,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Female,24,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Other-service,Own-child,White,Female,15,United-States,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Own-child,Other,Male,40,United-States,0 +50,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +61,Self-emp-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,55,United-States,0 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +65,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,45,United-States,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,80,Thailand,0 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Male,32,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,50,United-States,0 +20,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +46,Local-gov,12th,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,1 +43,Private,HS-grad,Separated,Transport-moving,Unmarried,White,Male,40,Mexico,0 +46,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,,0 +39,Private,11th,Married-civ-spouse,Other-service,Husband,Black,Male,37,United-States,0 +34,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,20,England,0 +35,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,41,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,28,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +35,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +43,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +50,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +20,Private,10th,Never-married,Handlers-cleaners,Unmarried,White,Male,50,United-States,0 +41,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +27,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,65,United-States,0 +37,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,State-gov,Masters,Separated,Prof-specialty,Unmarried,White,Female,24,,0 +31,Private,10th,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +49,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +33,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,50,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,35,United-States,0 +44,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,65,United-States,1 +62,Private,HS-grad,Widowed,Farming-fishing,Unmarried,White,Female,40,United-States,0 +65,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,10,United-States,1 +17,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,1 +31,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +43,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +40,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,Black,Female,10,United-States,0 +47,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,43,United-States,0 +38,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Other-service,Wife,White,Female,25,United-States,0 +40,Private,Some-college,Separated,Sales,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,Black,Male,60,United-States,1 +43,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Other,Male,40,Ecuador,0 +64,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +40,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +17,,11th,Never-married,,Own-child,Black,Female,40,Trinadad&Tobago,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +45,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +45,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,15,United-States,0 +27,Private,10th,Never-married,Other-service,Not-in-family,White,Male,60,Mexico,0 +23,Private,Some-college,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,30,United-States,0 +35,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,75,United-States,0 +47,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +27,Private,Bachelors,Separated,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,1 +46,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,56,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +44,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +31,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,97,United-States,1 +37,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +23,Private,Assoc-voc,Separated,Exec-managerial,Own-child,White,Female,40,United-States,0 +30,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +31,Private,Some-college,Married-civ-spouse,Other-service,Husband,Black,Male,35,United-States,0 +24,,HS-grad,Never-married,,Not-in-family,White,Female,32,United-States,0 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +35,Local-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Male,55,United-States,0 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +30,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,,0 +33,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,70,United-States,0 +34,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +26,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +39,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +51,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +40,Private,Some-college,Separated,Craft-repair,Unmarried,White,Male,47,United-States,1 +53,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +58,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Mexico,0 +57,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +69,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +56,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,25,Mexico,0 +49,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +70,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,37,United-States,0 +44,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +37,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +58,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,58,United-States,0 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Own-child,White,Female,25,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,55,United-States,1 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +50,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +69,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,24,United-States,0 +84,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,66,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +19,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +24,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +48,,Bachelors,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +53,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,White,Male,24,Mexico,0 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,0 +34,Private,12th,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Private,1st-4th,Widowed,Prof-specialty,Unmarried,White,Female,21,Mexico,0 +37,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,24,United-States,0 +43,Private,Prof-school,Separated,Tech-support,Not-in-family,White,Male,50,Columbia,1 +42,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,Greece,0 +35,Private,HS-grad,Married-civ-spouse,Other-service,Other-relative,Black,Male,40,United-States,0 +49,Self-emp-not-inc,Some-college,Widowed,Craft-repair,Unmarried,White,Female,30,United-States,0 +28,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +51,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +30,,Bachelors,Never-married,,Not-in-family,White,Female,40,United-States,0 +19,Private,7th-8th,Never-married,Other-service,Not-in-family,White,Male,60,United-States,1 +56,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,8,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,37,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,56,United-States,1 +54,,HS-grad,Divorced,,Other-relative,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +68,Private,Some-college,Divorced,Priv-house-serv,Other-relative,White,Female,30,United-States,0 +56,Local-gov,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +23,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +69,Self-emp-not-inc,9th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,8,Mexico,0 +17,Private,11th,Never-married,Other-service,Own-child,Black,Male,16,Haiti,0 +31,Private,11th,Divorced,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,1 +62,Private,10th,Widowed,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +41,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,52,United-States,0 +20,Federal-gov,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Male,30,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +53,,7th-8th,Separated,,Not-in-family,White,Male,40,United-States,0 +42,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +43,Private,HS-grad,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +53,Local-gov,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +28,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +28,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +25,,7th-8th,Never-married,,Not-in-family,White,Female,32,Mexico,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,8,United-States,0 +27,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +39,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +25,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +39,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +26,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +24,,Bachelors,Never-married,,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +49,Local-gov,Masters,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +20,,Some-college,Never-married,,Other-relative,White,Female,25,United-States,0 +40,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +52,Private,Prof-school,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Other-relative,White,Male,20,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Japan,0 +21,State-gov,Some-college,Never-married,Tech-support,Own-child,White,Female,20,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,36,United-States,0 +28,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Separated,Tech-support,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,South,0 +37,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +26,Private,Some-college,Separated,Sales,Other-relative,Black,Male,30,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,0 +40,Private,Assoc-acdm,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +54,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,54,United-States,1 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,85,United-States,0 +27,Self-emp-not-inc,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,78,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +62,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,58,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +33,,HS-grad,Never-married,,Unmarried,Black,Female,20,United-States,0 +59,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +58,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,36,United-States,0 +30,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,60,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Own-child,White,Female,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +33,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +70,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,12,United-States,0 +55,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +29,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +46,Private,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,44,United-States,0 +35,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,1 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,43,United-States,1 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,44,United-States,1 +42,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +26,Private,10th,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +33,,7th-8th,Separated,,Not-in-family,White,Male,40,Guatemala,0 +38,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +68,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +42,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,India,0 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +57,Private,1st-4th,Married-spouse-absent,Other-service,Not-in-family,White,Male,35,,0 +36,Local-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,0 +25,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Female,50,United-States,0 +53,State-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +28,Local-gov,Assoc-acdm,Widowed,Prof-specialty,Unmarried,White,Male,40,United-States,0 +30,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Local-gov,Some-college,Divorced,Protective-serv,Unmarried,White,Male,48,Germany,0 +30,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,40,,0 +29,,Some-college,Never-married,,Not-in-family,Black,Male,36,,0 +31,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,80,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Greece,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +49,State-gov,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +50,Federal-gov,10th,Separated,Craft-repair,Not-in-family,White,Male,56,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +28,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +81,,HS-grad,Divorced,,Not-in-family,White,Female,35,United-States,0 +24,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,16,United-States,0 +32,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +47,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +44,,HS-grad,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +24,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,36,United-States,1 +51,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,Other,Male,40,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,20,United-States,0 +59,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +29,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,35,United-States,0 +30,Private,9th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Portugal,0 +24,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Wife,Other,Female,40,Puerto-Rico,0 +38,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +26,Private,Preschool,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,40,Mexico,0 +30,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +73,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,10,Poland,1 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,58,United-States,0 +40,,HS-grad,Married-civ-spouse,,Wife,Black,Female,20,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,8,,1 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +50,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,60,United-States,0 +62,,7th-8th,Widowed,,Not-in-family,Black,Male,40,United-States,0 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,40,Vietnam,0 +29,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +38,Self-emp-not-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Female,35,United-States,0 +29,Local-gov,HS-grad,Separated,Protective-serv,Other-relative,White,Female,40,United-States,0 +49,Federal-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +33,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +28,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,48,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,60,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +49,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Columbia,0 +25,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,40,United-States,0 +36,Private,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,22,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +30,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +29,Private,Some-college,Married-spouse-absent,Sales,Own-child,Asian-Pac-Islander,Female,26,India,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,48,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +32,State-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,20,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +23,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +24,Private,11th,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +52,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Male,32,United-States,0 +51,,Some-college,Divorced,,Unmarried,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +50,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,White,Female,48,United-States,0 +29,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +17,Private,10th,Never-married,Tech-support,Own-child,White,Male,10,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,37,Puerto-Rico,0 +46,Private,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,32,United-States,0 +30,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,44,United-States,0 +58,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,30,United-States,0 +48,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +23,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,Mexico,0 +23,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,36,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,Black,Male,20,United-States,0 +26,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,White,Male,48,United-States,0 +50,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +26,Private,Some-college,Never-married,Other-service,Other-relative,White,Male,40,Nicaragua,0 +47,Private,Prof-school,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +31,Private,12th,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +23,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +28,Self-emp-not-inc,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +58,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +50,Self-emp-not-inc,10th,Divorced,Sales,Not-in-family,White,Female,50,United-States,0 +30,,9th,Never-married,,Not-in-family,White,Female,30,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +33,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +34,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +67,,Prof-school,Married-civ-spouse,,Husband,White,Male,10,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,1 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +34,Federal-gov,Bachelors,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,40,Cambodia,0 +24,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +55,Private,HS-grad,Divorced,Priv-house-serv,Not-in-family,White,Female,40,France,0 +50,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +33,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +51,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Local-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,7th-8th,Never-married,Farming-fishing,Own-child,White,Male,50,,0 +37,Private,Bachelors,Separated,Prof-specialty,Unmarried,White,Female,32,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +38,Private,Prof-school,Separated,Prof-specialty,Not-in-family,White,Male,35,United-States,1 +40,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +35,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,20,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Male,60,United-States,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +45,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +66,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,HS-grad,Never-married,Sales,Unmarried,Black,Female,38,Germany,0 +32,Private,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +23,Private,Some-college,Married-civ-spouse,Other-service,Husband,Black,Male,50,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +44,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,35,United-States,0 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +41,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +48,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +40,Private,7th-8th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,42,Cambodia,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +20,Private,Some-college,Never-married,Sales,Other-relative,Other,Female,40,United-States,0 +33,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Adm-clerical,Own-child,White,Female,20,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,32,Cuba,0 +34,Private,10th,Divorced,Other-service,Unmarried,White,Female,38,United-States,0 +48,State-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +32,,11th,Divorced,,Not-in-family,White,Female,49,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +45,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,32,United-States,0 +29,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,38,United-States,0 +34,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +39,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,24,United-States,0 +42,Self-emp-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +48,Private,11th,Separated,Other-service,Not-in-family,Black,Female,35,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +51,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,45,United-States,0 +44,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,90,United-States,0 +46,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Private,Doctorate,Divorced,Craft-repair,Not-in-family,White,Female,60,United-States,1 +32,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +22,,HS-grad,Never-married,,Own-child,Black,Male,30,United-States,0 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,45,United-States,0 +33,Private,Assoc-voc,Never-married,Prof-specialty,Unmarried,Black,Female,26,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-AF-spouse,Craft-repair,Husband,White,Male,90,United-States,0 +64,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,Poland,0 +42,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +38,Federal-gov,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,42,United-States,1 +55,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +29,,HS-grad,Married-civ-spouse,,Not-in-family,White,Female,27,United-States,0 +42,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,24,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,Thailand,1 +32,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +50,Federal-gov,11th,Never-married,Sales,Not-in-family,Black,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +47,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +33,Private,9th,Divorced,Machine-op-inspct,Not-in-family,White,Male,35,United-States,0 +48,Self-emp-not-inc,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +23,Private,7th-8th,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +31,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,63,South,0 +50,Private,Bachelors,Divorced,Sales,Unmarried,Black,Male,40,United-States,0 +49,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Germany,1 +57,,5th-6th,Married-civ-spouse,,Husband,White,Male,84,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,24,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +44,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Other-service,Wife,White,Female,99,United-States,0 +54,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +35,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +27,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,20,China,0 +50,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +43,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +21,Private,Preschool,Never-married,Farming-fishing,Not-in-family,White,Male,50,Mexico,0 +30,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,45,United-States,0 +40,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +55,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +67,,HS-grad,Divorced,,Own-child,White,Male,20,United-States,0 +31,Private,Assoc-voc,Divorced,Machine-op-inspct,Unmarried,White,Male,43,United-States,0 +30,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +54,,Preschool,Married-civ-spouse,,Wife,White,Female,40,Mexico,0 +51,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,43,United-States,0 +34,Private,HS-grad,Divorced,Transport-moving,Own-child,White,Female,40,United-States,0 +59,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +50,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,38,United-States,0 +29,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +17,State-gov,10th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +52,,Preschool,Married-spouse-absent,,Other-relative,White,Male,40,Mexico,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,18,United-States,1 +18,,12th,Never-married,,Own-child,White,Female,25,United-States,0 +32,Private,Some-college,Divorced,Handlers-cleaners,Unmarried,Black,Male,40,Nicaragua,0 +25,,Some-college,Divorced,,Unmarried,White,Female,50,United-States,0 +34,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,45,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,65,United-States,1 +32,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,28,United-States,0 +45,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Male,42,United-States,0 +30,Private,11th,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +20,Private,12th,Divorced,Other-service,Not-in-family,White,Female,10,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,4,Peru,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +48,Private,7th-8th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,30,China,0 +31,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +34,Private,Assoc-voc,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +25,Private,HS-grad,Separated,Other-service,Unmarried,Black,Male,40,United-States,0 +41,Self-emp-not-inc,Bachelors,Separated,Craft-repair,Not-in-family,White,Male,35,United-States,0 +35,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +42,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,75,Mexico,1 +44,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +23,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +36,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,Other,Male,40,India,1 +53,Self-emp-not-inc,Bachelors,Never-married,Sales,Unmarried,White,Male,60,United-States,1 +27,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,52,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,65,United-States,0 +57,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +59,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +34,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +30,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +31,State-gov,Assoc-acdm,Never-married,Adm-clerical,Own-child,Black,Female,45,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +19,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +20,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +52,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +39,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,50,United-States,0 +19,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,15,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,,0 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +24,,Assoc-acdm,Never-married,,Not-in-family,White,Male,12,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Private,10th,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,84,United-States,0 +45,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Japan,1 +42,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,32,United-States,0 +59,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Local-gov,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +27,Local-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,50,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,80,,1 +57,Private,Assoc-acdm,Widowed,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +40,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +23,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +42,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,35,Scotland,0 +60,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +53,Local-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +29,State-gov,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +42,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,38,United-States,1 +63,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +79,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,20,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,12th,Never-married,Other-service,Not-in-family,Other,Male,40,United-States,0 +60,Private,7th-8th,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +58,Private,12th,Married-civ-spouse,Other-service,Wife,White,Female,24,United-States,0 +20,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,18,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,24,United-States,1 +37,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,65,United-States,0 +21,Private,HS-grad,Separated,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +68,Private,Assoc-voc,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +23,,Some-college,Never-married,,Own-child,Black,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Female,33,United-States,0 +40,Local-gov,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +45,Self-emp-not-inc,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +34,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,60,United-States,1 +22,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,49,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +39,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,45,United-States,1 +26,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +20,Private,Some-college,Never-married,Priv-house-serv,Own-child,White,Female,20,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,Black,Male,8,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +43,Self-emp-inc,Bachelors,Divorced,Farming-fishing,Not-in-family,White,Male,35,United-States,0 +56,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,Black,Male,40,,0 +42,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +73,Private,1st-4th,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +32,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,42,United-States,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +66,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,10,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +65,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,59,Canada,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,Black,Female,45,United-States,0 +48,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,37,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +28,,Assoc-acdm,Never-married,,Other-relative,White,Male,40,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +29,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,0 +36,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,30,,1 +35,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +31,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +48,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +36,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +37,State-gov,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +65,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Self-emp-not-inc,10th,Never-married,Prof-specialty,Not-in-family,White,Female,32,United-States,0 +42,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Japan,1 +62,Private,7th-8th,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +27,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Male,50,United-States,0 +76,Self-emp-not-inc,Some-college,Widowed,Sales,Not-in-family,White,Male,8,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +29,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +32,Private,10th,Never-married,Machine-op-inspct,Own-child,White,Male,40,Mexico,0 +22,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,50,United-States,0 +43,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +44,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +49,State-gov,Masters,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,1 +30,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,1 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +39,Private,HS-grad,Widowed,Adm-clerical,Own-child,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,Puerto-Rico,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,42,United-States,1 +52,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +49,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +62,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +45,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +48,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,Mexico,0 +56,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,40,Jamaica,0 +28,Private,HS-grad,Never-married,Farming-fishing,Unmarried,White,Female,35,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +43,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +55,Local-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +48,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +43,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,72,,0 +38,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +18,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +56,Self-emp-not-inc,HS-grad,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,70,United-States,0 +39,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +46,Private,5th-6th,Separated,Handlers-cleaners,Not-in-family,White,Male,50,Mexico,0 +36,Private,11th,Never-married,Transport-moving,Unmarried,Amer-Indian-Eskimo,Male,65,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +57,Private,7th-8th,Widowed,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +73,Private,HS-grad,Widowed,Other-service,Other-relative,White,Female,12,United-States,0 +50,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,45,United-States,0 +27,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +24,,Some-college,Never-married,,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +23,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,10th,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,Mexico,0 +40,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +58,Private,9th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,18,United-States,0 +36,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,43,United-States,0 +46,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +69,Private,1st-4th,Widowed,Priv-house-serv,Not-in-family,Black,Female,4,United-States,0 +69,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,48,United-States,0 +54,State-gov,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +25,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +64,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +17,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +53,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +50,Private,9th,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,38,United-States,0 +51,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,52,United-States,0 +50,State-gov,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +43,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +46,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +54,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,38,Puerto-Rico,0 +53,Private,Some-college,Separated,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,15,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +58,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +56,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +59,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +72,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,20,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +46,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,38,United-States,1 +48,Private,HS-grad,Never-married,Prof-specialty,Unmarried,Black,Female,28,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +27,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +31,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +45,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +46,State-gov,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,25,El-Salvador,0 +61,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,30,United-States,0 +26,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +33,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +37,Private,12th,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,33,,0 +39,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +42,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,47,United-States,1 +45,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,50,United-States,1 +47,Self-emp-inc,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,1 +64,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +39,Private,Prof-school,Married-civ-spouse,Exec-managerial,Wife,White,Female,47,United-States,1 +43,,HS-grad,Divorced,,Unmarried,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,0 +62,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +56,Self-emp-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +43,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +33,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,35,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Private,Some-college,Separated,Sales,Not-in-family,White,Male,55,United-States,0 +26,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,80,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,Mexico,0 +43,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +40,Private,Assoc-voc,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +61,Private,7th-8th,Divorced,Other-service,Not-in-family,White,Male,35,United-States,0 +34,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,72,United-States,0 +85,Private,HS-grad,Widowed,Sales,Unmarried,White,Male,35,United-States,0 +41,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,State-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +60,Private,HS-grad,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +29,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +34,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +35,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,45,United-States,0 +24,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +45,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +21,Local-gov,12th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Wife,White,Female,37,United-States,1 +50,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,99,United-States,1 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,33,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +69,Private,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +41,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,Mexico,0 +65,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,28,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,38,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,80,United-States,0 +43,Private,HS-grad,Divorced,Adm-clerical,Other-relative,Black,Male,38,United-States,0 +31,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,40,Philippines,0 +20,Private,Bachelors,Never-married,Sales,Other-relative,Black,Female,30,United-States,0 +25,Private,Bachelors,Never-married,Tech-support,Unmarried,White,Male,40,United-States,0 +36,Private,HS-grad,Widowed,Handlers-cleaners,Unmarried,White,Female,30,United-States,0 +31,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +56,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +26,Private,Bachelors,Never-married,Sales,Own-child,White,Male,18,United-States,0 +47,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,65,United-States,0 +40,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,48,United-States,0 +34,State-gov,Masters,Never-married,Prof-specialty,Unmarried,Black,Female,24,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +19,Private,Assoc-voc,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,16,United-States,0 +49,Private,9th,Divorced,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,Black,Female,25,United-States,0 +26,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +82,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,2,United-States,0 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,37,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +67,Private,HS-grad,Widowed,Handlers-cleaners,Other-relative,Black,Male,32,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,Other,Female,50,United-States,0 +37,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +47,Private,Masters,Separated,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +39,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,20,United-States,0 +78,,HS-grad,Married-civ-spouse,,Husband,White,Male,32,United-States,0 +67,,Assoc-voc,Widowed,,Not-in-family,White,Female,1,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +66,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,10,United-States,0 +52,Private,HS-grad,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +59,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +72,Private,HS-grad,Widowed,Priv-house-serv,Unmarried,White,Female,12,Cuba,0 +35,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Married-AF-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +36,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +26,Private,HS-grad,Separated,Tech-support,Own-child,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +63,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +38,State-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +25,Private,5th-6th,Never-married,Adm-clerical,Not-in-family,White,Female,33,Mexico,0 +44,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +43,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +41,Local-gov,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +75,,Bachelors,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +47,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Married-civ-spouse,Priv-house-serv,Wife,White,Female,40,,0 +30,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,10,China,0 +30,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +40,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +27,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +26,Private,HS-grad,Never-married,Protective-serv,Unmarried,White,Male,44,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,37,United-States,0 +36,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,12th,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +25,Private,Some-college,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +39,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,Poland,0 +27,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +38,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +29,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +49,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,40,United-States,0 +36,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Doctorate,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,1 +38,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +66,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,22,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +49,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +33,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +27,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +34,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +54,State-gov,Masters,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,China,0 +24,Self-emp-inc,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +44,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +48,Self-emp-not-inc,Bachelors,Separated,Craft-repair,Not-in-family,White,Male,50,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,38,United-States,0 +21,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,9,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Female,32,United-States,0 +18,Private,9th,Never-married,Sales,Own-child,Other,Female,32,United-States,0 +29,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Separated,Machine-op-inspct,Other-relative,Black,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +61,Private,10th,Divorced,Other-service,Not-in-family,Black,Female,24,United-States,0 +79,Private,HS-grad,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,6,United-States,0 +34,Private,Assoc-acdm,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +50,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +64,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +70,Local-gov,Masters,Never-married,Prof-specialty,Unmarried,White,Female,50,United-States,1 +28,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Greece,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +34,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,55,United-States,0 +29,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +49,Private,Bachelors,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +77,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +35,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Cuba,1 +42,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +35,State-gov,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,16,United-States,0 +45,Private,Some-college,Widowed,Exec-managerial,Unmarried,White,Female,55,United-States,0 +19,Private,Some-college,Married-spouse-absent,Sales,Own-child,White,Female,40,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,45,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,80,Puerto-Rico,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +43,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +69,Private,11th,Married-civ-spouse,Prof-specialty,Husband,Black,Male,45,United-States,0 +39,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Portugal,0 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Federal-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +32,Private,Some-college,Divorced,Sales,Own-child,White,Male,30,United-States,0 +43,Federal-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,Hungary,0 +28,Private,7th-8th,Separated,Other-service,Own-child,White,Male,60,Mexico,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,10,United-States,0 +35,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +45,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +28,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +64,Self-emp-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,10,United-States,0 +44,Local-gov,Prof-school,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Black,Male,25,United-States,0 +29,Self-emp-not-inc,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +49,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +53,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,44,United-States,0 +23,Private,Some-college,Separated,Craft-repair,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,Mexico,0 +40,Private,Bachelors,Divorced,Craft-repair,Own-child,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,20,United-States,0 +40,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Self-emp-not-inc,HS-grad,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +42,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +32,Federal-gov,Assoc-acdm,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +62,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,0 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +62,Local-gov,7th-8th,Widowed,Other-service,Not-in-family,Black,Female,35,United-States,0 +43,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,50,United-States,0 +30,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +22,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +18,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +59,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +24,Self-emp-not-inc,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,State-gov,11th,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +32,Private,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +33,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Female,45,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Male,15,United-States,0 +33,Federal-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,65,United-States,1 +50,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,0 +39,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,21,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +22,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,10,United-States,0 +70,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,5,United-States,0 +34,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,84,United-States,1 +53,Private,Masters,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,45,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +23,Private,11th,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,40,Vietnam,1 +32,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,80,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,0 +31,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,Germany,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +23,State-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +43,,Some-college,Married-civ-spouse,,Husband,White,Male,45,United-States,1 +42,Private,Some-college,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +34,Self-emp-not-inc,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,Assoc-voc,Never-married,Tech-support,Unmarried,Black,Female,40,United-States,0 +21,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +31,Private,HS-grad,Married-spouse-absent,Priv-house-serv,Other-relative,Black,Female,60,Jamaica,0 +36,Local-gov,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,65,Poland,0 +44,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,32,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,99,United-States,0 +33,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,Bachelors,Divorced,Other-service,Unmarried,Black,Male,45,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,25,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,60,United-States,0 +60,Private,10th,Divorced,Farming-fishing,Not-in-family,White,Male,48,United-States,0 +35,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,15,United-States,0 +43,Federal-gov,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,42,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +50,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,84,United-States,1 +22,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,44,United-States,0 +33,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +61,Private,10th,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +28,,Assoc-voc,Married-civ-spouse,,Own-child,White,Female,40,United-States,0 +41,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,1 +22,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Female,20,United-States,0 +28,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +25,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +58,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,37,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +59,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +58,Private,Bachelors,Divorced,Craft-repair,Own-child,White,Female,20,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,36,Philippines,1 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Divorced,Craft-repair,Own-child,Black,Male,40,United-States,0 +48,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +80,,Prof-school,Married-civ-spouse,,Husband,White,Male,10,United-States,1 +23,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,37,United-States,1 +38,Self-emp-not-inc,Some-college,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +44,Self-emp-not-inc,Masters,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +48,Local-gov,Masters,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,1 +40,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Local-gov,HS-grad,Never-married,Craft-repair,Other-relative,Black,Female,40,United-States,0 +45,Private,Bachelors,Divorced,Exec-managerial,Own-child,White,Female,40,United-States,0 +34,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +70,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,80,United-States,0 +32,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +33,Private,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +30,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,Black,Male,25,United-States,0 +52,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Other,Male,65,United-States,1 +67,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +55,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,0 +29,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,16,United-States,0 +22,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +64,State-gov,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Other-relative,White,Male,50,United-States,0 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Exec-managerial,Other-relative,White,Male,40,United-States,0 +47,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +26,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,27,United-States,0 +52,Self-emp-inc,10th,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +48,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,Haiti,0 +23,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +56,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,38,United-States,1 +53,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +26,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Own-child,White,Female,31,United-States,0 +31,Private,Some-college,Married-civ-spouse,Other-service,Husband,Other,Male,40,Puerto-Rico,0 +36,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +46,State-gov,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Male,38,United-States,1 +32,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,36,Puerto-Rico,0 +43,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +37,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,0 +22,Local-gov,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,50,United-States,0 +51,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,80,United-States,0 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,,Some-college,Separated,,Unmarried,White,Female,20,United-States,0 +30,Private,Some-college,Never-married,Tech-support,Unmarried,White,Female,40,United-States,0 +27,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +31,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +31,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +30,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +50,Local-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Female,16,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +54,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,Black,Female,45,United-States,1 +47,State-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,48,United-States,1 +34,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +26,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +53,,7th-8th,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +23,State-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,60,United-States,0 +42,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +52,Federal-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +27,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +42,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +49,State-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +20,Private,Preschool,Never-married,Other-service,Own-child,White,Male,32,United-States,0 +55,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +47,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,33,United-States,1 +36,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +39,Private,Doctorate,Divorced,Prof-specialty,Unmarried,White,Female,80,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +21,,Assoc-acdm,Never-married,,Own-child,White,Male,15,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +30,Private,Assoc-voc,Never-married,Handlers-cleaners,Own-child,White,Male,45,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +57,Self-emp-not-inc,HS-grad,Widowed,Craft-repair,Not-in-family,White,Female,38,United-States,0 +20,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,60,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +56,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +44,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,52,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +61,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,99,United-States,1 +28,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +60,Private,Assoc-acdm,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +36,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,1 +58,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,35,United-States,1 +50,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,38,United-States,0 +23,Local-gov,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,12,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +20,,11th,Never-married,,Other-relative,White,Male,40,United-States,0 +90,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,72,United-States,1 +49,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +47,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +34,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,Taiwan,1 +37,Federal-gov,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +25,Private,10th,Married-civ-spouse,Protective-serv,Wife,Black,Female,50,United-States,0 +37,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Mexico,0 +34,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +34,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +39,Private,Some-college,Separated,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +32,State-gov,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,19,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,30,United-States,0 +28,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +41,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +69,,HS-grad,Widowed,,Not-in-family,White,Female,9,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,90,United-States,0 +58,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,1 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,75,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,Canada,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,60,United-States,1 +69,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +36,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Amer-Indian-Eskimo,Male,30,United-States,0 +35,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +37,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +35,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +18,Private,11th,Never-married,Transport-moving,Own-child,White,Male,16,United-States,0 +43,Private,9th,Divorced,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +53,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +54,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,52,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +46,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,47,Cuba,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,30,United-States,0 +30,Private,Some-college,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +23,Private,Some-college,Never-married,Priv-house-serv,Not-in-family,White,Female,6,United-States,0 +27,,Bachelors,Married-civ-spouse,,Not-in-family,Other,Female,6,Mexico,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +33,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,15,United-States,0 +66,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,Canada,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +68,,HS-grad,Widowed,,Not-in-family,White,Female,12,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +46,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +56,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +42,Private,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,41,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +30,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,50,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +57,Self-emp-not-inc,Assoc-acdm,Married-spouse-absent,Farming-fishing,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +34,Private,11th,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +29,Private,12th,Never-married,Other-service,Unmarried,Black,Female,35,,0 +53,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +36,Private,HS-grad,Separated,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +45,Private,HS-grad,Divorced,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,United-States,1 +36,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +18,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,11,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,7th-8th,Never-married,Farming-fishing,Own-child,White,Male,75,United-States,0 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +21,Private,5th-6th,Never-married,Priv-house-serv,Not-in-family,White,Female,40,Mexico,0 +47,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +41,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +61,Self-emp-not-inc,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +64,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Separated,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,50,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +23,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,70,United-States,0 +52,Private,10th,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +43,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,25,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,40,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,South,0 +29,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,41,United-States,1 +42,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,Taiwan,0 +65,Private,10th,Divorced,Handlers-cleaners,Not-in-family,White,Female,28,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +40,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,,1 +38,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +26,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +39,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +29,,Bachelors,Married-spouse-absent,,Not-in-family,White,Male,50,United-States,0 +42,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,36,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +26,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +55,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +41,Private,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,40,,0 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,35,United-States,1 +18,,HS-grad,Never-married,,Unmarried,White,Female,20,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,35,United-States,0 +36,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +21,Private,Bachelors,Never-married,Sales,Own-child,White,Male,30,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Other,Male,55,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +73,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +47,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,42,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +76,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,10,United-States,0 +24,Private,Some-college,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +54,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,58,United-States,0 +30,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,,Some-college,Divorced,,Not-in-family,White,Male,30,United-States,0 +49,Private,Assoc-voc,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Other,Female,40,United-States,0 +19,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,58,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +56,Private,7th-8th,Widowed,Machine-op-inspct,Unmarried,Other,Female,40,Dominican-Republic,0 +53,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +60,,Assoc-voc,Widowed,,Not-in-family,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Private,Some-college,Never-married,Exec-managerial,Unmarried,White,Female,45,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,30,Vietnam,0 +65,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +30,Self-emp-not-inc,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,55,United-States,1 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,72,United-States,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +27,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +57,Local-gov,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,Mexico,0 +59,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +32,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,50,United-States,1 +90,,HS-grad,Widowed,,Not-in-family,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +39,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +38,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,1 +61,Private,9th,Divorced,Sales,Not-in-family,White,Male,25,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Male,43,United-States,0 +25,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +90,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,1 +30,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,10th,Divorced,Craft-repair,Other-relative,Black,Male,40,United-States,0 +63,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +60,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +34,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,1 +49,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +42,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,43,United-States,1 +53,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,Italy,0 +23,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +28,,Assoc-voc,Separated,,Unmarried,White,Female,40,Mexico,0 +20,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,35,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +32,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +43,Private,Bachelors,Divorced,Sales,Unmarried,White,Male,44,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +29,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,20,United-States,0 +39,Private,Assoc-voc,Separated,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,Jamaica,1 +20,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,25,Mexico,0 +23,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +42,Private,11th,Separated,Other-service,Unmarried,White,Female,38,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,48,United-States,0 +58,Self-emp-not-inc,1st-4th,Married-civ-spouse,Transport-moving,Husband,White,Male,18,United-States,0 +51,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,48,United-States,0 +38,Private,Assoc-acdm,Never-married,Prof-specialty,Unmarried,White,Female,36,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +58,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +25,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,Dominican-Republic,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +31,Self-emp-inc,Doctorate,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +37,Private,HS-grad,Divorced,Handlers-cleaners,Other-relative,White,Male,40,El-Salvador,0 +32,Private,Some-college,Never-married,Sales,Other-relative,White,Female,40,United-States,0 +46,State-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,1 +62,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +40,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Other,Male,40,,0 +56,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,45,United-States,1 +37,Private,Some-college,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,Japan,1 +41,Private,1st-4th,Married-spouse-absent,Farming-fishing,Unmarried,White,Male,40,Mexico,0 +56,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +27,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,42,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +57,,Bachelors,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +77,,HS-grad,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +30,State-gov,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,25,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,22,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,,0 +50,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,48,United-States,0 +21,Private,Some-college,Never-married,Priv-house-serv,Own-child,White,Female,40,United-States,0 +37,Private,Assoc-voc,Divorced,Tech-support,Own-child,White,Male,40,United-States,0 +28,Federal-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +23,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,35,Mexico,0 +32,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,Black,Female,35,England,0 +27,Private,12th,Never-married,Machine-op-inspct,Own-child,White,Male,50,United-States,0 +55,Private,HS-grad,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,32,United-States,0 +50,Private,HS-grad,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +74,Private,Bachelors,Widowed,Other-service,Not-in-family,White,Female,8,United-States,0 +22,Private,9th,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,State-gov,Some-college,Never-married,Tech-support,Own-child,White,Female,80,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +34,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +46,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +48,Private,9th,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,45,China,0 +51,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,Haiti,0 +34,State-gov,12th,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Other,Male,50,Puerto-Rico,1 +53,Private,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +54,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +25,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,60,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,48,United-States,0 +23,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +20,Self-emp-not-inc,10th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +28,Private,Assoc-voc,Never-married,Other-service,Other-relative,Black,Male,40,United-States,0 +73,State-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +67,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,24,United-States,0 +56,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +32,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +31,Private,10th,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +59,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +58,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Local-gov,10th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +26,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +26,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,Germany,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +21,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +39,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +68,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +66,Self-emp-not-inc,Some-college,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +38,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +71,,7th-8th,Widowed,,Other-relative,White,Female,16,Poland,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +27,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +49,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +19,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +25,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +47,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +40,Private,Some-college,Married-civ-spouse,Sales,Other-relative,White,Male,40,United-States,0 +38,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Craft-repair,Own-child,White,Female,50,United-States,0 +23,Private,10th,Never-married,Handlers-cleaners,Other-relative,Other,Male,40,United-States,0 +28,Private,Masters,Divorced,Sales,Own-child,White,Female,40,United-States,0 +29,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,94,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +68,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +41,Private,10th,Never-married,Handlers-cleaners,Unmarried,White,Male,50,United-States,0 +18,Self-emp-inc,HS-grad,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Female,30,India,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +51,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Unmarried,White,Male,60,United-States,1 +49,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +20,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +38,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +57,Private,5th-6th,Never-married,Other-service,Not-in-family,White,Male,40,Cuba,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +66,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,26,United-States,0 +27,,Bachelors,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +25,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +77,,Masters,Married-civ-spouse,,Husband,White,Male,6,United-States,1 +19,,10th,Never-married,,Unmarried,White,Female,35,United-States,0 +70,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +59,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,48,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +44,Local-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,El-Salvador,1 +75,,10th,Widowed,,Other-relative,Asian-Pac-Islander,Female,1,China,0 +21,,HS-grad,Never-married,,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +47,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,30,United-States,0 +32,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,20,United-States,0 +53,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Not-in-family,Other,Male,30,United-States,0 +58,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,36,United-States,0 +22,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +23,Private,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,60,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +39,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,15,United-States,0 +34,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +41,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +72,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,6,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +51,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,Self-emp-not-inc,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +38,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,Black,Male,20,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,10,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +27,Private,11th,Never-married,Exec-managerial,Unmarried,White,Female,45,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,38,Nicaragua,0 +36,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +31,,Bachelors,Never-married,,Not-in-family,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +34,Local-gov,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +33,Private,11th,Separated,Machine-op-inspct,Other-relative,White,Male,30,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +42,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +37,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +44,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +39,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,39,United-States,0 +46,Private,HS-grad,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +47,,Bachelors,Married-civ-spouse,,Husband,White,Male,36,United-States,1 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +35,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +60,Self-emp-not-inc,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,24,Poland,0 +33,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,40,China,0 +21,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +48,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,50,United-States,1 +58,Private,7th-8th,Widowed,Farming-fishing,Other-relative,White,Female,45,Guatemala,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +28,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,30,United-States,1 +33,,Assoc-voc,Married-civ-spouse,,Own-child,White,Female,50,United-States,1 +23,Federal-gov,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +58,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +24,,Bachelors,Never-married,,Own-child,White,Male,40,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,15,Mexico,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Prof-specialty,Unmarried,White,Female,55,United-States,0 +55,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,11th,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Never-married,Tech-support,Other-relative,White,Male,50,United-States,0 +36,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,England,0 +42,Private,HS-grad,Widowed,Sales,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +41,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +34,Private,10th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +33,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +60,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,50,United-States,0 +39,Federal-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,1 +23,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,,1 +36,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,12th,Separated,Prof-specialty,Own-child,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +22,Private,Some-college,Never-married,Sales,Other-relative,White,Female,18,United-States,0 +38,Private,Assoc-acdm,Never-married,Machine-op-inspct,Not-in-family,Black,Female,50,United-States,1 +72,,Some-college,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Local-gov,Some-college,Divorced,Exec-managerial,Unmarried,Black,Female,45,United-States,0 +19,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,16,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,45,United-States,0 +52,Private,Bachelors,Divorced,Craft-repair,Unmarried,White,Male,25,United-States,0 +41,Private,5th-6th,Married-civ-spouse,Other-service,Husband,Other,Male,40,Nicaragua,0 +45,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +58,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,Without-pay,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +26,State-gov,11th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +60,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +39,Private,10th,Divorced,Other-service,Not-in-family,White,Female,60,United-States,0 +27,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Female,40,Japan,0 +26,Federal-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,England,1 +53,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,48,United-States,0 +35,Private,11th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +34,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +29,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +59,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,10,United-States,0 +50,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +24,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Other,Female,40,United-States,0 +36,Private,Bachelors,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,1 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,El-Salvador,0 +38,Private,7th-8th,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +54,Private,5th-6th,Married-civ-spouse,Sales,Husband,White,Male,51,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +42,Private,Bachelors,Separated,Other-service,Not-in-family,White,Female,50,United-States,0 +33,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +59,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,28,United-States,0 +54,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,32,United-States,0 +48,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,60,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,70,United-States,0 +35,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,36,United-States,0 +33,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +48,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +64,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,8,United-States,0 +20,Federal-gov,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,20,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,Puerto-Rico,0 +52,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Greece,1 +29,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +51,Private,Bachelors,Separated,Sales,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +25,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,30,United-States,0 +36,Private,Assoc-acdm,Never-married,Adm-clerical,Unmarried,Black,Female,40,Jamaica,0 +44,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,60,United-States,0 +47,Private,10th,Married-spouse-absent,Transport-moving,Not-in-family,Black,Male,45,United-States,0 +32,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +37,Private,Masters,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Male,40,South,0 +40,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +35,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +26,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,3,El-Salvador,0 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +63,,Bachelors,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +46,Self-emp-not-inc,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,25,United-States,0 +31,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +22,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,12,United-States,0 +52,Private,Doctorate,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +22,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +38,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,Ecuador,0 +27,State-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +27,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,Cuba,0 +40,,HS-grad,Never-married,,Not-in-family,White,Female,4,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,10,Thailand,0 +69,,HS-grad,Married-civ-spouse,,Husband,White,Male,60,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +34,Federal-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,0 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +27,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,Other,Male,50,United-States,0 +59,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,14,Cuba,1 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +51,State-gov,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +64,,11th,Never-married,,Unmarried,White,Male,40,United-States,0 +41,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +18,,12th,Never-married,,Own-child,Asian-Pac-Islander,Female,24,Germany,0 +49,Private,Masters,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,20,United-States,0 +69,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,35,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +50,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,Black,Female,44,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Local-gov,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,44,United-States,0 +19,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,40,,0 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +36,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +36,Private,12th,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +58,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +64,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,0 +66,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +55,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Never-married,Tech-support,Unmarried,Black,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,54,United-States,0 +28,Private,Bachelors,Never-married,Sales,Unmarried,White,Male,65,United-States,0 +23,Federal-gov,Assoc-acdm,Never-married,Exec-managerial,Own-child,White,Female,40,Poland,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,46,Dominican-Republic,0 +31,Local-gov,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +60,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +42,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,19,United-States,0 +31,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +27,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,80,United-States,0 +50,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +38,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,56,United-States,0 +36,State-gov,Masters,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +25,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,Mexico,0 +19,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,25,United-States,0 +60,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,60,Philippines,0 +45,Local-gov,9th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,16,United-States,0 +42,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,46,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Male,32,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,30,United-States,0 +30,Private,Assoc-acdm,Divorced,Sales,Not-in-family,White,Male,52,United-States,0 +62,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +42,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,1 +35,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,32,United-States,0 +33,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,55,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,1 +24,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +50,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +58,Private,7th-8th,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +39,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,60,United-States,0 +64,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Self-emp-inc,Masters,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +46,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,43,United-States,0 +45,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +58,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +47,Private,HS-grad,Widowed,Priv-house-serv,Not-in-family,Asian-Pac-Islander,Female,45,Thailand,0 +35,Private,Masters,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +50,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +28,Private,5th-6th,Never-married,Craft-repair,Other-relative,White,Male,40,Mexico,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,45,United-States,0 +40,Private,HS-grad,Divorced,Protective-serv,Unmarried,White,Female,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,45,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,30,Japan,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,10,United-States,1 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +31,Private,Assoc-voc,Never-married,Protective-serv,Own-child,Black,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +59,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +32,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,38,United-States,0 +49,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +23,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +55,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,49,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,24,United-States,0 +40,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,37,United-States,1 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,8,United-States,1 +20,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,40,Vietnam,0 +84,Local-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,33,United-States,0 +40,Private,Some-college,Divorced,Craft-repair,Other-relative,White,Male,50,United-States,0 +37,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +44,Private,Some-college,Divorced,Transport-moving,Own-child,White,Male,40,United-States,0 +47,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,Germany,0 +62,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +47,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,0 +44,Local-gov,HS-grad,Divorced,Craft-repair,Unmarried,Black,Male,40,United-States,0 +26,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,41,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +48,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,65,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +38,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,70,United-States,0 +52,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +63,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,15,United-States,0 +49,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,United-States,0 +17,Local-gov,11th,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +70,Self-emp-not-inc,HS-grad,Widowed,Other-service,Other-relative,White,Female,20,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +27,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +61,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,1 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,42,,1 +29,Private,10th,Separated,Farming-fishing,Unmarried,White,Female,40,Guatemala,0 +40,Local-gov,Some-college,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +43,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,38,United-States,1 +24,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,17,United-States,0 +48,Private,11th,Divorced,Other-service,Not-in-family,White,Female,34,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +30,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +39,Local-gov,Masters,Never-married,Prof-specialty,Unmarried,White,Female,43,United-States,0 +46,Self-emp-inc,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,60,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,72,United-States,1 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +31,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +58,Private,Bachelors,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,42,Canada,1 +40,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,25,United-States,0 +40,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Separated,Other-service,Unmarried,Asian-Pac-Islander,Female,48,China,0 +49,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +24,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +46,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +58,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +65,,HS-grad,Widowed,,Unmarried,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +48,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,India,0 +41,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,54,United-States,0 +27,State-gov,Some-college,Separated,Other-service,Not-in-family,White,Female,30,United-States,0 +52,,Some-college,Married-civ-spouse,,Husband,White,Male,12,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,60,,0 +52,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,30,United-States,0 +39,Local-gov,Some-college,Divorced,Prof-specialty,Own-child,White,Female,45,United-States,0 +47,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Divorced,Craft-repair,Other-relative,Other,Male,40,United-States,0 +48,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +50,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,35,United-States,0 +60,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +28,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +47,Federal-gov,HS-grad,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +69,,Bachelors,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,66,South,0 +37,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Female,40,Nicaragua,0 +41,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,48,Trinadad&Tobago,0 +46,Federal-gov,Assoc-voc,Separated,Tech-support,Not-in-family,Other,Female,30,United-States,0 +21,Self-emp-not-inc,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +44,Private,Masters,Separated,Sales,Unmarried,White,Female,48,United-States,0 +38,,10th,Separated,,Own-child,White,Male,35,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +42,Private,Doctorate,Married-spouse-absent,Other-service,Not-in-family,White,Male,60,,1 +42,Local-gov,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +56,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +32,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,33,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,Black,Female,50,United-States,0 +49,Private,11th,Never-married,Other-service,Not-in-family,White,Male,60,United-States,0 +65,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +73,State-gov,7th-8th,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +34,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +49,Local-gov,Some-college,Never-married,Other-service,Unmarried,White,Female,30,United-States,0 +25,Private,11th,Never-married,Other-service,Unmarried,Black,Female,32,United-States,0 +39,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,25,United-States,0 +19,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,56,United-States,0 +24,Private,10th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +35,,HS-grad,Widowed,,Own-child,White,Female,38,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +43,Private,Masters,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +35,Federal-gov,Bachelors,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,28,,0 +39,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +48,,Bachelors,Married-civ-spouse,,Husband,White,Male,80,United-States,1 +33,Self-emp-not-inc,Assoc-acdm,Never-married,Other-service,Not-in-family,Black,Male,32,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,26,United-States,0 +17,Private,10th,Never-married,Sales,Unmarried,White,Female,12,United-States,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +62,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,42,United-States,0 +53,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,1 +45,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +47,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +30,Private,Some-college,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +53,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,33,United-States,0 +24,Private,HS-grad,Separated,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +58,Local-gov,5th-6th,Divorced,Other-service,Other-relative,Black,Female,40,Haiti,0 +27,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +63,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +50,Private,Some-college,Divorced,Other-service,Own-child,White,Male,28,United-States,0 +43,Local-gov,Masters,Never-married,Tech-support,Not-in-family,Black,Female,47,United-States,1 +29,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,0 +23,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,55,United-States,1 +58,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +25,Private,11th,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,30,United-States,0 +38,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,39,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +55,Private,10th,Never-married,Other-service,Not-in-family,White,Male,29,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,El-Salvador,0 +32,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,,0 +60,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Male,42,United-States,0 +32,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +49,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +21,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,30,United-States,0 +24,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,20,United-States,0 +53,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +34,Local-gov,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +52,,Prof-school,Married-spouse-absent,,Unmarried,Asian-Pac-Islander,Female,40,Vietnam,0 +41,Private,5th-6th,Married-civ-spouse,Farming-fishing,Wife,White,Female,40,Mexico,0 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +31,Local-gov,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +62,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,30,United-States,0 +51,Private,7th-8th,Widowed,Machine-op-inspct,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,25,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +57,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +33,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +64,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +43,Private,5th-6th,Married-spouse-absent,Farming-fishing,Unmarried,White,Male,35,Mexico,0 +62,Self-emp-not-inc,7th-8th,Widowed,Other-service,Not-in-family,White,Female,66,United-States,0 +29,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,Haiti,1 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +69,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +44,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +47,Local-gov,Some-college,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,8,United-States,0 +41,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,65,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +57,Private,1st-4th,Married-civ-spouse,Other-service,Husband,Other,Male,40,Dominican-Republic,0 +25,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Male,35,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Canada,1 +29,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +35,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +52,Private,12th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,Peru,0 +29,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,38,El-Salvador,0 +23,Private,Masters,Never-married,Prof-specialty,Own-child,White,Female,36,United-States,0 +31,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +21,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,10,United-States,0 +37,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +49,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +64,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +37,Local-gov,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +70,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,12,United-States,1 +22,Private,10th,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,30,United-States,0 +29,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,Germany,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +38,Private,11th,Divorced,Machine-op-inspct,Not-in-family,White,Male,65,United-States,0 +27,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +58,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,1 +60,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,25,United-States,0 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +37,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +22,State-gov,12th,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +56,Self-emp-not-inc,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,42,United-States,1 +19,Private,Some-college,Separated,Sales,Unmarried,White,Female,25,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,0 +27,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Male,20,United-States,0 +52,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +45,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +28,Private,Some-college,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +20,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,State-gov,Assoc-acdm,Never-married,Adm-clerical,Own-child,Black,Female,8,United-States,0 +55,,Masters,Married-civ-spouse,,Husband,White,Male,18,United-States,0 +46,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,Local-gov,HS-grad,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Own-child,White,Female,28,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +48,Private,Bachelors,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Female,40,Vietnam,0 +30,,11th,Never-married,,Unmarried,White,Male,40,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +30,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,36,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +62,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +49,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,85,United-States,1 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +47,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +49,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +52,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +52,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,53,United-States,0 +51,State-gov,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +30,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +46,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,20,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Female,40,United-States,0 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +62,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +69,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,24,United-States,0 +35,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +78,Private,Masters,Widowed,Craft-repair,Unmarried,Asian-Pac-Islander,Male,40,South,0 +61,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +29,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,Other,Male,45,,0 +17,Private,10th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,80,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,Self-emp-not-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,55,France,0 +32,Private,12th,Married-civ-spouse,Craft-repair,Other-relative,White,Male,40,Mexico,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +42,State-gov,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Female,15,United-States,0 +23,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Male,45,United-States,0 +51,Local-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +31,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,60,United-States,0 +44,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,29,United-States,1 +38,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +44,Local-gov,Assoc-acdm,Divorced,Protective-serv,Not-in-family,White,Female,56,United-States,1 +44,Self-emp-not-inc,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +36,Private,9th,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,1st-4th,Never-married,Other-service,Not-in-family,White,Male,20,El-Salvador,0 +46,Private,Assoc-acdm,Divorced,Sales,Not-in-family,White,Female,25,Germany,0 +47,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +37,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,35,United-States,1 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +43,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,50,United-States,0 +44,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Never-married,Exec-managerial,Unmarried,White,Male,60,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +39,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,Germany,0 +36,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +78,Private,7th-8th,Never-married,Machine-op-inspct,Not-in-family,White,Female,35,Dominican-Republic,0 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Sales,Unmarried,White,Female,32,United-States,0 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +61,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +67,,9th,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +42,Private,Some-college,Separated,Other-service,Unmarried,Black,Female,21,Haiti,0 +49,Federal-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,1 +58,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,0 +39,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,44,United-States,0 +25,Private,Some-college,Separated,Adm-clerical,Other-relative,Black,Female,40,Jamaica,0 +45,Self-emp-inc,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,1 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +49,,Some-college,Never-married,,Not-in-family,White,Male,35,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,65,United-States,0 +51,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,35,Jamaica,0 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +45,State-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,India,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +32,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +47,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,,1 +44,Private,Some-college,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,Some-college,Divorced,Craft-repair,Unmarried,Black,Female,30,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,6,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,38,United-States,0 +30,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,25,United-States,0 +66,Private,HS-grad,Widowed,Priv-house-serv,Not-in-family,White,Female,50,England,0 +59,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +30,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +28,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99,Philippines,0 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +25,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +67,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +40,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +52,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +34,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +37,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Canada,1 +17,Self-emp-inc,10th,Never-married,Other-service,Own-child,White,Male,4,United-States,0 +25,Private,Assoc-voc,Married-civ-spouse,Sales,Wife,White,Female,42,United-States,1 +35,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,Puerto-Rico,0 +63,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +38,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,Iran,1 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +64,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Columbia,1 +50,Self-emp-inc,Some-college,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +18,Private,10th,Never-married,Transport-moving,Not-in-family,White,Male,56,United-States,0 +67,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,99,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +60,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +29,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +30,Private,Some-college,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +56,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,China,0 +29,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,40,Mexico,1 +37,Private,Bachelors,Never-married,Adm-clerical,Unmarried,Black,Female,27,United-States,0 +55,Private,1st-4th,Divorced,Priv-house-serv,Unmarried,White,Female,30,Cuba,0 +24,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,Mexico,0 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +25,Private,12th,Married-civ-spouse,Machine-op-inspct,Other-relative,Other,Male,40,Mexico,0 +40,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,28,United-States,0 +23,Private,Some-college,Separated,Sales,Own-child,White,Female,40,United-States,0 +43,Self-emp-not-inc,Some-college,Never-married,Transport-moving,Not-in-family,Black,Male,30,United-States,0 +29,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,60,United-States,1 +59,Private,10th,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,40,Philippines,0 +18,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,35,,0 +28,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,32,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +22,Private,5th-6th,Never-married,Priv-house-serv,Other-relative,White,Female,40,El-Salvador,0 +63,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,Masters,Married-civ-spouse,Sales,Wife,White,Female,45,United-States,1 +40,Local-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +61,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,England,1 +35,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,Philippines,0 +20,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Female,40,Taiwan,0 +48,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +56,State-gov,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +51,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,United-States,1 +61,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +37,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Separated,Machine-op-inspct,Not-in-family,Other,Male,40,United-States,0 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +63,Federal-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +63,,HS-grad,Widowed,,Not-in-family,Black,Female,11,United-States,0 +47,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,41,United-States,1 +55,Self-emp-inc,HS-grad,Divorced,Sales,Unmarried,White,Female,50,United-States,1 +31,Local-gov,Bachelors,Never-married,Protective-serv,Own-child,Black,Male,48,United-States,0 +27,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +58,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +28,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,0 +52,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Female,64,United-States,0 +31,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,50,United-States,0 +53,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +43,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,50,United-States,0 +43,Local-gov,HS-grad,Married-spouse-absent,Farming-fishing,Unmarried,Black,Male,40,United-States,0 +50,Self-emp-inc,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,80,United-States,1 +68,,HS-grad,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +37,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +22,Private,11th,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +59,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,55,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Local-gov,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,1 +38,Private,12th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +76,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,24,United-States,0 +21,Private,Assoc-voc,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +65,Private,Some-college,Widowed,Other-service,Unmarried,White,Female,24,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,24,United-States,0 +32,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,16,United-States,0 +49,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +68,,HS-grad,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,36,United-States,0 +53,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +24,Private,Assoc-voc,Never-married,Sales,Unmarried,Asian-Pac-Islander,Male,50,South,0 +31,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,38,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +29,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +42,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +30,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +32,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,70,Cuba,0 +47,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Male,45,United-States,1 +44,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +51,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +69,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,16,United-States,0 +73,,11th,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +18,,11th,Never-married,,Other-relative,White,Female,20,United-States,0 +33,Self-emp-not-inc,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +22,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,55,United-States,0 +33,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,45,United-States,1 +20,Federal-gov,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +28,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,48,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +67,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +31,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +36,,Some-college,Never-married,,Unmarried,White,Female,25,United-States,0 +43,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,India,1 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,60,United-States,0 +36,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +33,Private,Assoc-acdm,Divorced,Sales,Not-in-family,White,Female,45,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,Iran,1 +48,Private,Bachelors,Divorced,Other-service,Unmarried,White,Female,56,United-States,1 +25,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,45,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,10,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +33,State-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +30,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,17,Taiwan,0 +67,Self-emp-not-inc,HS-grad,Widowed,Other-service,Not-in-family,White,Female,20,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +48,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,1 +51,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,24,United-States,0 +39,Private,Masters,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,40,China,0 +40,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,Mexico,0 +28,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Female,36,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +20,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +41,Private,HS-grad,Widowed,Exec-managerial,Other-relative,White,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +61,Private,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Private,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +43,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,1 +73,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,England,0 +46,Local-gov,Some-college,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Sales,Own-child,White,Male,40,United-States,0 +47,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Own-child,White,Male,55,United-States,0 +20,Private,HS-grad,Never-married,Transport-moving,Other-relative,White,Male,40,United-States,0 +28,Private,10th,Married-civ-spouse,Craft-repair,Wife,Other,Female,48,Guatemala,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,,0 +41,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +67,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +35,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,46,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +55,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +64,Private,HS-grad,Widowed,Priv-house-serv,Not-in-family,White,Female,15,United-States,0 +34,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,75,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,8,United-States,0 +21,Private,Some-college,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +37,Private,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,53,Mexico,0 +39,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +34,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +54,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +49,Self-emp-inc,Masters,Separated,Exec-managerial,Not-in-family,White,Male,70,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +51,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +29,Private,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,35,United-States,0 +27,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Wife,Black,Female,48,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Other-relative,White,Female,40,United-States,0 +68,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,,0 +24,Private,HS-grad,Divorced,Sales,Unmarried,Amer-Indian-Eskimo,Female,48,United-States,0 +70,,9th,Widowed,,Unmarried,White,Female,25,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +74,,Assoc-acdm,Widowed,,Not-in-family,White,Female,20,United-States,0 +23,,Some-college,Never-married,,Not-in-family,White,Female,25,United-States,0 +41,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +45,Private,HS-grad,Never-married,Sales,Own-child,White,Female,19,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +45,Private,11th,Separated,Adm-clerical,Unmarried,Black,Female,25,United-States,0 +18,Private,11th,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +49,Private,Bachelors,Never-married,Priv-house-serv,Not-in-family,White,Male,25,United-States,0 +49,Private,Assoc-voc,Separated,Prof-specialty,Own-child,White,Female,36,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,37,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Asian-Pac-Islander,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +33,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +35,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +33,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,28,United-States,0 +28,Private,HS-grad,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,1 +49,Private,Some-college,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,32,United-States,0 +39,Self-emp-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,0 +22,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +42,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +49,Local-gov,9th,Widowed,Handlers-cleaners,Unmarried,White,Male,40,United-States,1 +33,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Cuba,1 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +42,Private,7th-8th,Married-spouse-absent,Prof-specialty,Other-relative,White,Male,35,Puerto-Rico,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +50,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,0 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Federal-gov,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +29,Private,Assoc-voc,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +46,Federal-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +32,Self-emp-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,77,United-States,0 +61,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,24,United-States,0 +43,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +35,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +39,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,35,United-States,0 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,85,United-States,1 +36,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,1 +50,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,72,United-States,1 +23,,Assoc-acdm,Never-married,,Own-child,White,Male,40,United-States,0 +71,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,12,United-States,1 +27,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Female,30,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +28,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Unmarried,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +28,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,15,United-States,0 +62,Private,7th-8th,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +35,Private,12th,Separated,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +39,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Male,20,United-States,0 +58,Private,9th,Divorced,Farming-fishing,Not-in-family,Black,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +29,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,72,United-States,0 +38,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +50,Private,Bachelors,Never-married,Sales,Unmarried,White,Female,32,United-States,0 +50,Private,HS-grad,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +49,Federal-gov,Assoc-voc,Divorced,Exec-managerial,Unmarried,Black,Female,45,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,70,United-States,0 +29,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,20,Taiwan,0 +22,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Other,Male,20,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +31,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,48,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,21,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +51,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +50,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Self-emp-inc,9th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +26,Private,11th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,Germany,0 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,38,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,60,India,0 +24,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +29,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +18,Private,HS-grad,Never-married,Sales,Other-relative,White,Female,30,United-States,0 +43,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,50,United-States,0 +43,State-gov,Doctorate,Married-spouse-absent,Prof-specialty,Unmarried,White,Male,64,United-States,1 +21,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +20,,11th,Married-civ-spouse,,Other-relative,White,Female,39,United-States,0 +41,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,1 +45,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,60,United-States,1 +50,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +47,Private,Bachelors,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +80,Self-emp-not-inc,7th-8th,Widowed,Farming-fishing,Not-in-family,White,Male,35,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,Iran,0 +19,,Some-college,Never-married,,Own-child,White,Male,84,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +27,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +18,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +26,Private,Masters,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,1 +38,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +77,,5th-6th,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +51,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,1 +24,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,65,United-States,0 +35,,10th,Divorced,,Not-in-family,White,Male,99,United-States,0 +51,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,40,Puerto-Rico,0 +58,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +52,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,20,United-States,0 +29,Private,HS-grad,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Female,50,United-States,0 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,Jamaica,0 +59,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,1 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +20,Private,10th,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +65,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,25,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +36,Private,Masters,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +55,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +22,Private,5th-6th,Never-married,Machine-op-inspct,Not-in-family,White,Male,30,Mexico,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +36,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +68,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +49,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +18,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +50,Self-emp-not-inc,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,1 +37,Private,12th,Separated,Priv-house-serv,Unmarried,Black,Female,40,United-States,0 +60,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,70,United-States,1 +17,Private,11th,Never-married,Priv-house-serv,Own-child,White,Female,9,United-States,0 +43,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +39,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,26,,0 +21,Self-emp-not-inc,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +42,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,7,,0 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +56,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +21,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +28,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,40,Hong,1 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +38,Local-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,1 +51,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +31,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +42,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +34,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,35,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,30,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,Ireland,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +45,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,72,Philippines,1 +32,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +90,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +44,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,44,United-States,1 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,Private,12th,Separated,Other-service,Not-in-family,White,Female,30,United-States,0 +39,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,25,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,32,United-States,0 +49,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,17,United-States,0 +52,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,,1 +54,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,South,1 +31,Private,9th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +27,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +27,Private,Some-college,Divorced,Exec-managerial,Own-child,White,Female,40,United-States,0 +34,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,20,Italy,0 +25,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,19,United-States,0 +39,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +21,,HS-grad,Married-civ-spouse,,Other-relative,White,Female,35,United-States,0 +33,Private,Some-college,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,26,South,0 +27,Private,Assoc-voc,Never-married,Handlers-cleaners,Own-child,White,Female,38,United-States,0 +29,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +33,State-gov,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +54,Private,9th,Separated,Craft-repair,Unmarried,White,Male,40,United-States,0 +55,Private,Bachelors,Married-spouse-absent,Craft-repair,Unmarried,White,Female,55,Ireland,0 +21,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,32,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +22,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,35,United-States,0 +59,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,38,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +31,Private,12th,Never-married,Sales,Own-child,White,Male,32,United-States,0 +74,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +45,Private,10th,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +36,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Self-emp-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +45,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,85,United-States,0 +50,State-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Exec-managerial,Other-relative,White,Female,40,United-States,0 +44,Private,Some-college,Separated,Exec-managerial,Not-in-family,White,Male,45,England,0 +52,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,56,Mexico,1 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,43,United-States,0 +56,Self-emp-inc,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,99,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +47,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +40,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,60,United-States,1 +38,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +52,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +22,Private,HS-grad,Divorced,Sales,Own-child,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Italy,0 +30,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,20,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Other-service,Other-relative,Asian-Pac-Islander,Male,35,Philippines,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,40,United-States,0 +28,Private,Some-college,Separated,Other-service,Not-in-family,White,Female,60,United-States,0 +33,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +17,Private,HS-grad,Never-married,Farming-fishing,Own-child,Black,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +55,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,20,United-States,0 +63,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,18,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +51,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,52,United-States,1 +67,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,72,,0 +27,Private,HS-grad,Widowed,Craft-repair,Unmarried,White,Female,26,United-States,0 +54,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +59,Private,10th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +18,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,7,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,United-States,1 +37,Private,Some-college,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +69,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,6,Germany,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,44,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,35,India,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,48,United-States,0 +45,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,15,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +59,Private,Preschool,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,Dominican-Republic,0 +26,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +48,Private,Some-college,Separated,Other-service,Not-in-family,White,Female,25,Peru,0 +64,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +40,State-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +46,Private,Masters,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,70,United-States,1 +35,Federal-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +31,Private,HS-grad,Separated,Transport-moving,Not-in-family,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +35,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +35,Private,HS-grad,Separated,Transport-moving,Not-in-family,White,Male,50,United-States,0 +35,State-gov,Some-college,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +40,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,Private,Masters,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +48,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Unmarried,White,Male,63,United-States,1 +70,,Masters,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +46,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,38,United-States,0 +37,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,1 +24,Private,9th,Married-civ-spouse,Sales,Husband,White,Male,45,Mexico,0 +47,Local-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Female,70,United-States,0 +35,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +18,State-gov,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +62,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Female,38,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +27,Private,9th,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,14,Puerto-Rico,0 +61,,Bachelors,Married-civ-spouse,,Husband,White,Male,15,United-States,1 +39,Self-emp-not-inc,Bachelors,Divorced,Craft-repair,Not-in-family,Black,Male,60,,0 +33,Self-emp-not-inc,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +28,Private,1st-4th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,Mexico,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +31,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +26,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +44,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +73,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +44,Private,Bachelors,Divorced,Sales,Unmarried,White,Female,35,United-States,0 +35,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,40,,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Federal-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,50,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +33,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,26,United-States,0 +50,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,15,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,Masters,Divorced,Handlers-cleaners,Unmarried,White,Male,40,Peru,0 +19,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +65,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,36,United-States,0 +42,State-gov,Some-college,Separated,Tech-support,Unmarried,White,Female,40,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,25,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Private,Some-college,Separated,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Protective-serv,Own-child,White,Male,45,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,0 +24,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,30,United-States,0 +27,Self-emp-not-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +25,Private,9th,Married-spouse-absent,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,Vietnam,0 +29,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,0 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,96,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,40,South,0 +46,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,49,United-States,1 +38,Private,Some-college,Separated,Exec-managerial,Unmarried,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +33,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +50,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +31,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,41,United-States,1 +26,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,4,Mexico,0 +42,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,38,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +56,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,66,United-States,0 +25,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +60,State-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +43,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,16,United-States,0 +46,Private,Bachelors,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +56,Private,7th-8th,Never-married,Farming-fishing,Unmarried,Black,Female,20,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +28,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,,0 +39,Private,5th-6th,Separated,Sales,Unmarried,Black,Female,30,Puerto-Rico,0 +28,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,,1 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Self-emp-not-inc,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +67,,HS-grad,Married-civ-spouse,,Husband,White,Male,11,United-States,0 +31,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,35,Puerto-Rico,0 +50,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Germany,1 +51,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +44,Private,Assoc-voc,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +59,Federal-gov,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +59,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +51,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,48,United-States,1 +60,,Bachelors,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +42,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +28,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +34,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Italy,1 +22,Self-emp-inc,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,24,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,52,United-States,0 +45,State-gov,Prof-school,Divorced,Prof-specialty,Unmarried,White,Female,43,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,38,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +63,,HS-grad,Never-married,,Not-in-family,White,Male,15,United-States,0 +24,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,30,United-States,0 +19,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +23,Private,12th,Never-married,Other-service,Unmarried,Black,Male,38,United-States,0 +20,Private,5th-6th,Never-married,Other-service,Other-relative,White,Male,40,Mexico,0 +17,Self-emp-not-inc,10th,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +63,Self-emp-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +28,Local-gov,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,65,United-States,1 +51,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +64,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,12,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +45,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +31,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +48,Self-emp-not-inc,Bachelors,Married-spouse-absent,Sales,Own-child,White,Male,50,United-States,1 +41,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +65,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +27,Private,Assoc-voc,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +51,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,8,Puerto-Rico,1 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +58,,HS-grad,Divorced,,Unmarried,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +25,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +41,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,37,United-States,0 +31,Private,9th,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +63,Private,11th,Married-civ-spouse,Protective-serv,Husband,White,Male,37,United-States,1 +50,State-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +63,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +44,Self-emp-not-inc,Masters,Never-married,Farming-fishing,Own-child,White,Male,99,United-States,0 +48,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,65,United-States,0 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,20,England,0 +56,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +31,Private,7th-8th,Divorced,Transport-moving,Unmarried,White,Male,20,United-States,0 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +56,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,China,0 +31,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +18,,11th,Never-married,,Own-child,Black,Male,48,United-States,0 +20,,Some-college,Never-married,,Not-in-family,White,Female,35,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +31,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +52,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,24,United-States,0 +26,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +48,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +24,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +74,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +56,Self-emp-not-inc,5th-6th,Married-civ-spouse,Exec-managerial,Husband,White,Male,67,United-States,1 +39,Federal-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +43,Self-emp-not-inc,HS-grad,Divorced,Other-service,Unmarried,White,Male,45,United-States,0 +23,Private,Bachelors,Never-married,Protective-serv,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,55,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +30,Private,HS-grad,Never-married,Protective-serv,Own-child,White,Male,70,United-States,0 +35,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +48,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,36,United-States,0 +46,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,48,United-States,0 +36,Private,5th-6th,Separated,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +54,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +26,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,25,United-States,0 +36,Self-emp-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,57,United-States,0 +56,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +23,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +23,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +41,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +67,Local-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +60,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,50,United-States,0 +54,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,England,1 +47,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +49,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,24,United-States,0 +20,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +66,Private,HS-grad,Widowed,Sales,Other-relative,White,Female,35,United-States,0 +22,,Some-college,Never-married,,Not-in-family,Black,Female,25,United-States,0 +51,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +19,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +41,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,56,United-States,0 +90,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,Ecuador,1 +78,,7th-8th,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +36,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +30,Private,Prof-school,Divorced,Sales,Own-child,White,Male,55,United-States,0 +35,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,Mexico,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +38,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,40,Puerto-Rico,0 +49,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,30,United-States,0 +77,Private,Some-college,Widowed,Priv-house-serv,Not-in-family,White,Female,20,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,56,United-States,1 +41,Private,Some-college,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +28,Private,1st-4th,Never-married,Farming-fishing,Unmarried,White,Male,77,Mexico,0 +21,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,12th,Never-married,Farming-fishing,Own-child,Black,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,45,United-States,0 +23,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +38,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,50,United-States,1 +47,Federal-gov,Bachelors,Never-married,Adm-clerical,Unmarried,Black,Male,40,United-States,1 +39,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +40,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +32,Private,HS-grad,Divorced,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +44,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Separated,Other-service,Not-in-family,Black,Male,40,,0 +70,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,20,Puerto-Rico,0 +51,Private,Masters,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +66,Private,9th,Separated,Other-service,Not-in-family,Black,Female,30,United-States,0 +57,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +48,Self-emp-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,60,United-States,1 +24,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +32,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +33,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +32,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +35,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,India,1 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +39,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,60,United-States,0 +24,Private,Bachelors,Never-married,Other-service,Own-child,Black,Female,75,United-States,0 +45,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +49,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Other-relative,White,Female,45,United-States,0 +35,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +31,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +20,Private,11th,Never-married,Craft-repair,Not-in-family,Black,Male,25,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,Mexico,0 +28,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +60,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +38,Federal-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +57,Federal-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Local-gov,11th,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +69,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,6,United-States,0 +51,State-gov,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Male,39,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +37,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +38,State-gov,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,38,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,48,Poland,1 +48,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +30,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +33,Local-gov,Bachelors,Divorced,Protective-serv,Unmarried,White,Female,60,Germany,0 +33,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Female,35,Thailand,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +41,State-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,,0 +36,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +46,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +62,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +32,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,25,United-States,0 +50,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +42,Local-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +33,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +43,Local-gov,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,43,United-States,0 +38,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Local-gov,Bachelors,Never-married,Other-service,Not-in-family,White,Male,14,United-States,0 +40,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,45,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +57,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +65,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,4,Greece,0 +52,Federal-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +59,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,1 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +45,Private,5th-6th,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +27,State-gov,Assoc-acdm,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +44,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Farming-fishing,Own-child,Black,Male,50,United-States,0 +71,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,16,United-States,0 +17,Private,12th,Never-married,Sales,Own-child,White,Male,40,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +71,,Bachelors,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +37,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,,0 +33,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,15,United-States,0 +18,,11th,Never-married,,Unmarried,Black,Female,50,United-States,0 +34,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +57,,10th,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +46,,Bachelors,Divorced,,Not-in-family,White,Female,8,United-States,0 +64,,11th,Widowed,,Not-in-family,White,Female,35,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +23,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +33,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +58,Self-emp-inc,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,56,United-States,0 +25,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +44,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +53,Federal-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +36,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +25,State-gov,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +54,Federal-gov,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +31,Private,12th,Separated,Transport-moving,Unmarried,Black,Male,40,United-States,0 +18,State-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Wife,Black,Female,40,United-States,0 +68,,Doctorate,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +22,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +50,State-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,,Bachelors,Never-married,,Own-child,White,Male,30,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Male,40,United-States,0 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Federal-gov,Some-college,Widowed,Tech-support,Not-in-family,White,Female,45,United-States,1 +77,,Masters,Married-civ-spouse,,Husband,White,Male,8,United-States,1 +25,Private,10th,Married-civ-spouse,Other-service,Own-child,White,Female,35,United-States,0 +20,Private,Some-college,Separated,Sales,Unmarried,Black,Female,40,United-States,0 +46,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +45,Private,1st-4th,Married-civ-spouse,Other-service,Wife,White,Female,25,El-Salvador,0 +70,,HS-grad,Widowed,,Unmarried,White,Female,4,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +28,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +35,,Assoc-acdm,Married-civ-spouse,,Wife,White,Female,16,United-States,0 +36,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +32,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +36,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,45,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,20,Philippines,0 +48,Private,Masters,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +55,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,20,United-States,1 +61,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Female,82,United-States,0 +42,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Federal-gov,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +30,Private,Assoc-voc,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,20,India,1 +55,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +36,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,48,United-States,0 +56,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Sales,Own-child,White,Male,60,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +76,,HS-grad,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +35,,Some-college,Never-married,,Unmarried,Black,Female,40,United-States,0 +48,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,43,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +27,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Mexico,0 +43,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,1 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,37,United-States,0 +25,Private,10th,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +63,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,35,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Other,Male,40,United-States,0 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,Canada,0 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,70,,0 +28,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +34,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,72,United-States,1 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,60,South,0 +49,Private,Some-college,Widowed,Sales,Unmarried,White,Female,30,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,0 +28,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +54,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Other,Female,40,,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,30,United-States,0 +55,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +58,Self-emp-not-inc,9th,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Tech-support,Other-relative,Black,Male,40,,0 +19,Private,10th,Never-married,Other-service,Other-relative,Black,Female,20,United-States,0 +28,,Some-college,Never-married,,Unmarried,White,Female,40,United-States,0 +45,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,52,United-States,0 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +76,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,33,United-States,0 +47,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +24,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,25,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +67,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,10,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +43,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,12th,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +61,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +45,Local-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +21,State-gov,Some-college,Never-married,Tech-support,Not-in-family,White,Female,50,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +52,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Other-relative,Black,Female,20,United-States,0 +25,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +54,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +43,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +25,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +21,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +65,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +37,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,Some-college,Separated,Sales,Unmarried,White,Male,60,United-States,0 +39,,Bachelors,Married-civ-spouse,,Wife,White,Female,30,United-States,0 +23,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,25,United-States,0 +25,Self-emp-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,28,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,11th,Divorced,Craft-repair,Not-in-family,White,Female,45,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +68,,7th-8th,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +35,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +24,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +35,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,40,Philippines,0 +17,Private,11th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +49,,HS-grad,Separated,,Unmarried,White,Female,40,Columbia,0 +27,Private,5th-6th,Never-married,Other-service,Not-in-family,White,Male,60,El-Salvador,0 +22,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,15,United-States,0 +22,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,2,United-States,0 +51,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,30,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +23,Never-worked,7th-8th,Divorced,,Not-in-family,White,Male,35,United-States,0 +20,State-gov,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +35,Private,7th-8th,Widowed,Other-service,Unmarried,White,Female,80,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Own-child,White,Male,40,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,38,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Divorced,Priv-house-serv,Unmarried,White,Female,24,United-States,0 +48,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,42,United-States,1 +22,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +25,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,50,United-States,1 +23,Local-gov,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +43,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +23,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +57,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,58,United-States,1 +34,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +29,Local-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +29,Private,11th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,36,United-States,0 +42,Local-gov,HS-grad,Divorced,Protective-serv,Unmarried,White,Female,50,United-States,0 +53,Private,Some-college,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,0 +29,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,72,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +25,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +28,,HS-grad,Divorced,,Own-child,White,Female,10,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Female,48,United-States,0 +45,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Other-relative,Black,Female,40,United-States,0 +33,Private,Assoc-acdm,Divorced,Machine-op-inspct,Not-in-family,White,Female,42,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,20,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,El-Salvador,0 +48,State-gov,Some-college,Divorced,Other-service,Own-child,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +33,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +20,Private,Some-college,Married-civ-spouse,Sales,Other-relative,White,Female,30,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +71,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,11th,Never-married,Craft-repair,Other-relative,White,Male,60,United-States,0 +40,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +30,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,50,United-States,0 +30,State-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +39,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +74,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +32,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +64,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,37,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +40,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,80,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,55,United-States,0 +30,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +20,Private,12th,Never-married,Prof-specialty,Not-in-family,White,Female,35,Italy,0 +53,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +30,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,46,United-States,0 +22,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +38,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +54,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +59,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,,10th,Divorced,,Not-in-family,White,Male,50,United-States,0 +18,,12th,Never-married,,Not-in-family,White,Male,25,United-States,0 +41,Local-gov,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +58,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +28,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,35,United-States,0 +25,Private,Masters,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +29,Private,Some-college,Divorced,Sales,Unmarried,White,Female,54,United-States,0 +53,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +63,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +26,State-gov,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +72,Local-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +51,Private,10th,Married-spouse-absent,Craft-repair,Other-relative,White,Male,40,United-States,0 +21,Private,9th,Married-spouse-absent,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +38,Private,Some-college,Divorced,Sales,Unmarried,Black,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,41,United-States,0 +31,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,60,United-States,1 +68,Local-gov,10th,Separated,Other-service,Not-in-family,Black,Female,90,United-States,0 +43,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,3,United-States,0 +56,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,,HS-grad,Never-married,,Own-child,White,Male,12,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +21,Private,Some-college,Never-married,Protective-serv,Not-in-family,Black,Female,40,United-States,1 +52,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +56,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +52,Private,Bachelors,Widowed,Other-service,Not-in-family,White,Female,20,United-States,1 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,0 +29,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +36,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,55,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +58,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +50,Private,Some-college,Divorced,Craft-repair,Not-in-family,Black,Female,45,United-States,0 +30,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,Germany,0 +29,Private,HS-grad,Never-married,Farming-fishing,Own-child,Black,Male,30,United-States,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +39,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,25,United-States,1 +35,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,25,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,25,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,45,United-States,0 +30,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,55,United-States,1 +19,Self-emp-not-inc,HS-grad,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,30,United-States,0 +26,Private,HS-grad,Never-married,Sales,Not-in-family,Black,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,99,United-States,1 +25,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +33,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,50,United-States,0 +60,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +19,Private,7th-8th,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +39,State-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,52,United-States,0 +33,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,Mexico,0 +65,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,24,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Private,HS-grad,Never-married,Sales,Own-child,White,Female,25,Mexico,0 +23,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +25,Private,10th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +31,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +28,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +66,Federal-gov,Assoc-voc,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +45,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +32,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,1 +53,Private,11th,Divorced,Transport-moving,Not-in-family,White,Male,40,Canada,0 +54,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Germany,1 +43,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +49,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +52,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,57,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,4,United-States,0 +60,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +45,Private,Assoc-acdm,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +61,,Prof-school,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +48,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,0 +27,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,35,Mexico,0 +33,Private,5th-6th,Married-spouse-absent,Transport-moving,Unmarried,Other,Male,20,El-Salvador,0 +43,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +36,Private,HS-grad,Separated,Transport-moving,Other-relative,White,Male,60,Mexico,0 +38,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,Local-gov,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +22,Private,10th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +55,,Masters,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +46,Self-emp-not-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +39,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,Assoc-voc,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +47,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +23,,HS-grad,Never-married,,Own-child,White,Male,60,United-States,0 +43,Private,Some-college,Divorced,Tech-support,Own-child,White,Female,72,United-States,0 +45,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Craft-repair,Other-relative,White,Male,40,United-States,0 +68,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,8,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Female,40,United-States,0 +37,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +20,Private,11th,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +49,,Assoc-voc,Married-spouse-absent,,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +72,,Bachelors,Married-civ-spouse,,Husband,White,Male,3,United-States,0 +58,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Male,35,United-States,1 +43,Self-emp-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Male,55,United-States,0 +62,Private,11th,Separated,Other-service,Not-in-family,Black,Female,21,United-States,0 +21,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +27,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +49,Local-gov,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Prof-specialty,Other-relative,White,Female,40,United-States,0 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,48,United-States,1 +29,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +58,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +45,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +47,Self-emp-not-inc,Bachelors,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +52,Local-gov,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,11th,Divorced,Other-service,Unmarried,White,Female,15,United-States,0 +36,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +35,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Germany,1 +49,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Not-in-family,White,Male,20,El-Salvador,0 +28,,Some-college,Divorced,,Not-in-family,White,Female,30,United-States,0 +25,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +69,,9th,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +41,Self-emp-not-inc,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +57,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,1 +49,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Germany,1 +47,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +50,Private,12th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +36,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,50,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +30,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +79,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +67,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +35,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +21,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +20,Private,11th,Never-married,Tech-support,Other-relative,White,Male,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +40,Private,Some-college,Divorced,Other-service,Not-in-family,Black,Male,50,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +55,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +55,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +47,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Female,40,United-States,0 +52,Self-emp-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +29,Private,Some-college,Never-married,Sales,Unmarried,White,Female,40,United-States,0 +36,Private,5th-6th,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +37,Private,Bachelors,Separated,Other-service,Not-in-family,White,Male,70,England,0 +41,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +24,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +39,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +42,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +39,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,42,United-States,1 +48,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,60,United-States,0 +47,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,1 +27,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Ecuador,0 +22,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +37,State-gov,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,44,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +32,Private,Preschool,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,40,Cambodia,0 +48,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,80,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,0 +51,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,38,United-States,0 +28,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +45,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Female,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +73,Private,Some-college,Widowed,Priv-house-serv,Unmarried,White,Female,10,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +29,Federal-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,,1 +20,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,10,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Separated,Other-service,Other-relative,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +29,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +20,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +26,Private,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,80,United-States,1 +18,,12th,Never-married,,Own-child,White,Female,24,United-States,0 +33,,Some-college,Married-civ-spouse,,Wife,White,Female,50,United-States,0 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Puerto-Rico,0 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Other-service,Own-child,White,Female,25,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +20,,10th,Never-married,,Own-child,Black,Male,40,United-States,0 +36,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +37,Private,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +24,Private,Assoc-voc,Never-married,Machine-op-inspct,Own-child,White,Male,35,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +50,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +44,Private,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +57,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +44,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,55,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +32,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +45,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,Black,Female,60,United-States,1 +20,Local-gov,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +52,Private,HS-grad,Separated,Priv-house-serv,Not-in-family,White,Female,50,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,0 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +41,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +65,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Female,40,China,0 +59,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +47,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,Canada,1 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,40,United-States,0 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,32,United-States,1 +73,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +48,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +64,,HS-grad,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +38,State-gov,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +37,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +62,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,72,United-States,1 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +46,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +46,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +51,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,24,United-States,1 +54,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +65,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,Doctorate,Separated,Prof-specialty,Unmarried,White,Female,10,Canada,0 +60,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,1 +33,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +62,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,20,Germany,0 +20,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,35,United-States,1 +66,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +32,,Assoc-acdm,Never-married,,Unmarried,White,Male,20,United-States,0 +29,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +70,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +74,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,15,United-States,0 +37,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +42,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,60,United-States,1 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,70,United-States,0 +27,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,1 +58,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,70,United-States,0 +30,,Some-college,Separated,,Not-in-family,White,Male,60,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +66,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,10,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,White,Male,45,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,48,United-States,0 +31,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +30,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,49,United-States,0 +84,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +35,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +45,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +46,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +50,Local-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +37,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,40,United-States,0 +53,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +27,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +38,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,35,United-States,0 +29,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,Asian-Pac-Islander,Male,44,Philippines,0 +34,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +37,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Male,48,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +36,Private,Assoc-acdm,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +54,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,1 +78,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,Portugal,0 +46,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Female,20,United-States,0 +57,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +32,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +38,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,30,United-States,0 +70,Private,Some-college,Divorced,Farming-fishing,Not-in-family,Asian-Pac-Islander,Male,40,Vietnam,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +40,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,55,United-States,0 +28,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,Black,Female,40,United-States,0 +58,Private,10th,Divorced,Transport-moving,Not-in-family,Black,Male,50,United-States,0 +38,Private,Bachelors,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +59,Self-emp-not-inc,Some-college,Widowed,Farming-fishing,Not-in-family,White,Female,40,United-States,0 +18,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,,1 +45,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,72,Mexico,0 +62,,Bachelors,Divorced,,Not-in-family,White,Male,5,United-States,0 +24,State-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,20,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,30,Dominican-Republic,0 +23,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +39,Self-emp-not-inc,Some-college,Separated,Craft-repair,Not-in-family,White,Male,60,United-States,1 +28,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Female,38,United-States,0 +51,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +44,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,37,United-States,0 +73,,1st-4th,Married-civ-spouse,,Husband,White,Male,40,Portugal,0 +24,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Black,Male,35,United-States,0 +24,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +52,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,Other,Male,50,Puerto-Rico,0 +43,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +67,Self-emp-inc,12th,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +31,Private,12th,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +43,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +31,Private,7th-8th,Divorced,Handlers-cleaners,Other-relative,White,Male,70,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,20,Haiti,0 +26,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +55,Local-gov,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,39,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +34,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,15,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,60,United-States,0 +50,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,8,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,9,United-States,0 +63,State-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +66,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,30,Philippines,0 +65,,Some-college,Widowed,,Not-in-family,Asian-Pac-Islander,Female,6,United-States,0 +60,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Male,20,United-States,0 +60,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,38,United-States,0 +19,Private,HS-grad,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +26,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +75,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +58,State-gov,Some-college,Widowed,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +18,Self-emp-not-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +65,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +45,Federal-gov,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +29,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +52,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,52,Canada,1 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +48,Local-gov,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +59,,Masters,Married-civ-spouse,,Husband,White,Male,35,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,State-gov,Bachelors,Never-married,Protective-serv,Not-in-family,Black,Male,40,Puerto-Rico,0 +32,Private,HS-grad,Divorced,Sales,Unmarried,Black,Female,30,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +30,,5th-6th,Married-civ-spouse,,Husband,White,Male,40,Mexico,0 +42,State-gov,HS-grad,Separated,Adm-clerical,Unmarried,White,Male,39,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,50,United-States,0 +37,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,1 +21,Private,11th,Never-married,Prof-specialty,Not-in-family,White,Female,24,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +50,,HS-grad,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,25,United-States,0 +21,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +21,Private,Some-college,Never-married,Other-service,Other-relative,White,Male,16,United-States,0 +45,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +49,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Self-emp-inc,Some-college,Divorced,Sales,Not-in-family,White,Male,50,Cuba,1 +41,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +48,Local-gov,Bachelors,Married-spouse-absent,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +73,,HS-grad,Widowed,,Not-in-family,White,Female,15,United-States,0 +34,Private,Some-college,Separated,Exec-managerial,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +58,State-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,16,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +53,Private,Preschool,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +28,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,47,United-States,0 +44,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,45,United-States,0 +18,Private,11th,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +37,State-gov,HS-grad,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +43,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,Black,Female,45,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +28,Private,10th,Never-married,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +51,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +63,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,72,United-States,0 +29,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +44,Private,7th-8th,Separated,Other-service,Unmarried,White,Female,38,Peru,0 +37,State-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +62,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +48,Private,10th,Divorced,Machine-op-inspct,Unmarried,White,Female,32,United-States,0 +24,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +56,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +36,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +34,Private,Prof-school,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,40,India,1 +39,Private,Some-college,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +29,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Black,Male,45,United-States,0 +38,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,0 +23,Private,9th,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,20,Philippines,0 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Guatemala,0 +30,Self-emp-not-inc,Some-college,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +58,,Some-college,Married-civ-spouse,,Wife,White,Female,36,United-States,0 +42,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +59,Local-gov,HS-grad,Widowed,Other-service,Not-in-family,White,Female,19,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,1 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,37,United-States,0 +41,Self-emp-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,55,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +37,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +22,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,6,United-States,0 +22,Private,HS-grad,Divorced,Sales,Own-child,White,Female,33,United-States,0 +17,Private,11th,Never-married,Priv-house-serv,Own-child,White,Female,20,United-States,0 +47,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,10th,Never-married,Other-service,Other-relative,White,Male,15,United-States,0 +39,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +52,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,30,United-States,0 +33,Private,10th,Divorced,Handlers-cleaners,Not-in-family,White,Female,36,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,35,United-States,0 +41,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,44,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,35,United-States,0 +38,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,1 +24,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +39,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +31,,Assoc-acdm,Never-married,,Own-child,White,Female,25,United-States,0 +42,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +36,Private,HS-grad,Never-married,Sales,Own-child,White,Male,45,,0 +29,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +17,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +47,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +24,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +61,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +31,,9th,Divorced,,Not-in-family,White,Female,25,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,Black,Female,38,Jamaica,0 +29,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,55,United-States,0 +26,Private,HS-grad,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +56,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Private,12th,Never-married,Sales,Own-child,White,Female,18,United-States,0 +29,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +23,Private,5th-6th,Never-married,Handlers-cleaners,Unmarried,White,Male,30,United-States,0 +67,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +29,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +33,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,62,Mexico,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +54,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,,0 +39,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +41,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +31,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +47,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,1,United-States,0 +23,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,25,United-States,0 +44,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,80,United-States,1 +25,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +62,Federal-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,36,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +19,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,36,United-States,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Guatemala,0 +25,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +45,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +69,Private,9th,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,27,Taiwan,1 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +56,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,41,United-States,1 +37,State-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +54,,HS-grad,Divorced,,Not-in-family,White,Male,20,United-States,0 +28,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +36,Private,10th,Never-married,Sales,Unmarried,White,Female,35,,0 +73,Local-gov,5th-6th,Married-civ-spouse,Protective-serv,Husband,White,Male,20,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,Black,Female,65,United-States,0 +30,State-gov,HS-grad,Married-AF-spouse,Adm-clerical,Own-child,White,Female,38,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +69,,HS-grad,Married-civ-spouse,,Husband,White,Male,45,United-States,1 +43,Private,Prof-school,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +54,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +27,State-gov,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Female,58,United-States,0 +39,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,40,Jamaica,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,66,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Federal-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +36,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,40,Cuba,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,10,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,42,United-States,0 +76,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,25,United-States,0 +22,,Some-college,Never-married,,Not-in-family,White,Female,28,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,97,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +73,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +43,Private,Some-college,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +74,Private,10th,Widowed,Other-service,Not-in-family,Black,Female,6,United-States,0 +27,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +90,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +69,Private,Bachelors,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +18,,12th,Never-married,,Own-child,Other,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,20,United-States,0 +44,Local-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +47,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +33,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +48,Private,11th,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +39,Private,Bachelors,Divorced,Sales,Unmarried,White,Male,60,United-States,0 +43,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,1 +18,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +52,Private,HS-grad,Widowed,Priv-house-serv,Other-relative,White,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +27,Self-emp-inc,HS-grad,Never-married,Sales,Own-child,White,Male,45,United-States,0 +27,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +45,Local-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +79,,Prof-school,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +24,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +25,Private,Some-college,Married-spouse-absent,Sales,Unmarried,White,Female,40,United-States,0 +42,Self-emp-not-inc,10th,Widowed,Transport-moving,Unmarried,White,Male,35,United-States,0 +63,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,46,United-States,1 +47,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +42,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +63,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,55,United-States,0 +65,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,20,United-States,0 +30,,10th,Divorced,,Unmarried,White,Male,40,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +46,Private,HS-grad,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Other-relative,Black,Female,25,Jamaica,0 +47,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +21,,HS-grad,Never-married,,Own-child,White,Female,10,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +61,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +30,State-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,72,United-States,0 +30,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,72,United-States,1 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +39,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +23,Private,11th,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +32,Private,11th,Never-married,Priv-house-serv,Unmarried,Black,Female,40,United-States,0 +63,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,34,United-States,0 +19,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,15,United-States,0 +57,State-gov,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,Assoc-voc,Never-married,Sales,Own-child,White,Male,40,United-States,0 +30,Private,Doctorate,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +43,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +64,Self-emp-not-inc,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,25,United-States,0 +56,Private,5th-6th,Separated,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +29,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,65,United-States,0 +23,,HS-grad,Separated,,Own-child,White,Female,40,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +39,Private,HS-grad,Divorced,Priv-house-serv,Unmarried,White,Female,22,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +50,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +41,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,12,United-States,1 +31,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,50,United-States,0 +71,,HS-grad,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +56,Private,Some-college,Widowed,Exec-managerial,Not-in-family,Black,Female,32,United-States,0 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Separated,Other-service,Own-child,White,Female,30,United-States,0 +53,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +33,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,Black,Female,35,United-States,0 +27,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,20,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,32,United-States,0 +54,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +33,Self-emp-not-inc,HS-grad,Separated,Craft-repair,Other-relative,White,Male,50,United-States,0 +27,,HS-grad,Separated,,Other-relative,White,Female,40,United-States,0 +36,Private,10th,Never-married,Farming-fishing,Own-child,Black,Male,60,United-States,0 +42,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +33,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,,0 +52,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +41,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,40,Taiwan,1 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +26,Private,5th-6th,Never-married,Transport-moving,Not-in-family,White,Male,40,Columbia,0 +36,Private,11th,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +35,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,8,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,52,United-States,1 +38,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +50,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,45,United-States,0 +41,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +36,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Male,48,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +59,Private,Some-college,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,16,United-States,1 +35,,Bachelors,Divorced,,Unmarried,White,Female,16,,0 +59,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +37,Self-emp-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +52,Private,Bachelors,Married-spouse-absent,Other-service,Other-relative,Black,Female,40,Haiti,0 +51,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +67,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +58,,11th,Divorced,,Not-in-family,Black,Male,15,United-States,0 +68,Private,10th,Widowed,Other-service,Unmarried,Black,Female,20,United-States,0 +71,Private,9th,Divorced,Priv-house-serv,Not-in-family,Black,Female,6,United-States,0 +49,Local-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +35,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +29,Private,10th,Married-civ-spouse,Farming-fishing,Wife,White,Female,40,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +31,Private,9th,Never-married,Farming-fishing,Not-in-family,White,Male,40,Puerto-Rico,0 +22,Federal-gov,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,10,United-States,0 +57,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,26,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Divorced,Other-service,Own-child,White,Male,40,United-States,0 +37,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,Cambodia,0 +48,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +40,Private,5th-6th,Married-civ-spouse,Other-service,Husband,Other,Male,40,Mexico,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,25,United-States,0 +28,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +47,Local-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,El-Salvador,0 +42,Federal-gov,Bachelors,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,12,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +30,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,,1 +29,Private,Assoc-acdm,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +46,Federal-gov,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +69,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,24,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,0 +45,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,State-gov,Masters,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +47,Federal-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,0 +64,Private,11th,Widowed,Farming-fishing,Unmarried,White,Female,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +29,Private,Prof-school,Divorced,Prof-specialty,Own-child,White,Female,72,United-States,0 +17,Private,11th,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,60,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,50,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +36,Private,Assoc-voc,Never-married,Prof-specialty,Unmarried,Black,Female,38,United-States,0 +38,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Female,40,Portugal,0 +49,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Self-emp-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +25,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,Columbia,0 +41,Private,Masters,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +32,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +41,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +30,State-gov,HS-grad,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +51,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Self-emp-inc,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,South,0 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +67,,HS-grad,Widowed,,Not-in-family,White,Female,10,Germany,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +35,Private,Bachelors,Married-spouse-absent,Craft-repair,Unmarried,White,Male,40,United-States,0 +37,,9th,Divorced,,Unmarried,White,Female,40,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +51,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +32,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +55,Private,11th,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +40,Private,Some-college,Separated,Exec-managerial,Unmarried,White,Female,40,United-States,0 +38,Private,Bachelors,Divorced,Sales,Own-child,White,Male,50,United-States,0 +67,Self-emp-inc,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +44,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +62,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +45,State-gov,Some-college,Married-spouse-absent,Other-service,Other-relative,Black,Male,40,Haiti,0 +47,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +49,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,,HS-grad,Divorced,,Unmarried,Black,Female,37,United-States,0 +29,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,30,United-States,0 +23,Private,11th,Never-married,Farming-fishing,Other-relative,White,Female,40,Puerto-Rico,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,36,United-States,0 +73,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +24,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,State-gov,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,0 +61,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,36,United-States,1 +37,Federal-gov,Masters,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Machine-op-inspct,Own-child,Other,Male,12,United-States,0 +30,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +90,,HS-grad,Widowed,,Not-in-family,White,Male,4,United-States,0 +76,,5th-6th,Widowed,,Unmarried,White,Female,40,United-States,0 +47,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +65,,Preschool,Married-civ-spouse,,Husband,Black,Male,30,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +41,Private,Bachelors,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +27,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +42,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +49,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +19,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,15,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +34,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +44,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +37,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +45,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +58,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +45,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,50,United-States,0 +54,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +69,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,India,0 +61,State-gov,10th,Never-married,Other-service,Not-in-family,Black,Female,38,United-States,0 +57,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +56,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Male,40,United-States,0 +35,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +51,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +50,Private,11th,Never-married,Machine-op-inspct,Other-relative,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,43,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,Japan,1 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +38,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +35,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Not-in-family,Other,Female,40,United-States,0 +78,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +40,Private,HS-grad,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,60,Poland,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +31,State-gov,12th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +35,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +55,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,47,United-States,1 +48,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +27,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,34,United-States,0 +38,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +29,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,Other,Male,40,Ecuador,0 +27,Private,Bachelors,Never-married,Sales,Own-child,White,Male,2,United-States,0 +31,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +32,Federal-gov,HS-grad,Separated,Machine-op-inspct,Not-in-family,Black,Male,46,United-States,0 +54,,HS-grad,Widowed,,Own-child,White,Female,40,United-States,0 +36,Private,Bachelors,Divorced,Sales,Own-child,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +62,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +59,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +34,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +41,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +42,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,32,United-States,0 +24,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,48,United-States,0 +35,Private,HS-grad,Never-married,Transport-moving,Unmarried,Black,Male,72,United-States,0 +40,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +46,Private,7th-8th,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +68,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,7,England,0 +33,Private,Bachelors,Separated,Exec-managerial,Not-in-family,Black,Female,45,United-States,0 +23,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +30,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +35,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +36,State-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Male,30,United-States,0 +46,Self-emp-inc,9th,Married-civ-spouse,Adm-clerical,Wife,White,Female,50,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +26,Private,Masters,Never-married,Exec-managerial,Own-child,White,Male,38,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,20,United-States,0 +50,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +59,State-gov,Doctorate,Divorced,Prof-specialty,Unmarried,White,Male,45,United-States,1 +30,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +44,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +48,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,Ireland,1 +34,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +58,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,99,United-States,0 +33,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-spouse-absent,Transport-moving,Not-in-family,Other,Male,84,India,0 +49,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +67,Self-emp-not-inc,1st-4th,Widowed,Other-service,Not-in-family,Black,Female,20,United-States,0 +23,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +25,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +40,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +52,Private,Assoc-acdm,Separated,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +42,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +25,,12th,Separated,,Unmarried,White,Female,30,United-States,0 +50,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,Canada,1 +52,Private,Some-college,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,1 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +43,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +57,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Separated,Other-service,Own-child,White,Female,40,United-States,0 +21,,HS-grad,Never-married,,Other-relative,White,Male,35,Mexico,0 +60,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,38,United-States,0 +45,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,48,United-States,1 +26,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +49,State-gov,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +47,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +34,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,35,United-States,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +33,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,Mexico,0 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +43,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +26,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,32,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +39,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +44,Private,7th-8th,Divorced,Handlers-cleaners,Not-in-family,White,Male,48,United-States,0 +34,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Male,48,United-States,1 +40,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Federal-gov,Some-college,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Federal-gov,Some-college,Divorced,Protective-serv,Own-child,White,Male,72,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,20,England,0 +58,Self-emp-inc,Some-college,Widowed,Sales,Not-in-family,White,Female,20,United-States,1 +43,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,30,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,Columbia,0 +41,Private,Some-college,Separated,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +44,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +38,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,1 +47,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +32,Private,12th,Divorced,Protective-serv,Own-child,White,Male,54,Mexico,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +34,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,45,United-States,0 +34,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,30,United-States,0 +57,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +71,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +54,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +26,Private,Assoc-voc,Never-married,Sales,Unmarried,White,Female,54,United-States,0 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +28,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +42,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,15,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +45,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,United-States,1 +30,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,46,United-States,0 +27,Private,HS-grad,Married-AF-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,60,United-States,1 +19,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,38,United-States,0 +55,Self-emp-inc,10th,Widowed,Transport-moving,Not-in-family,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +26,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,52,United-States,1 +32,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Ireland,1 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +43,Federal-gov,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +40,Self-emp-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,51,United-States,0 +46,Private,5th-6th,Never-married,Machine-op-inspct,Own-child,White,Female,40,Dominican-Republic,0 +20,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +54,State-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +58,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +25,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +50,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,38,United-States,0 +60,Private,11th,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,30,Hong,0 +43,State-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,45,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +27,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +52,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,22,United-States,0 +49,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +31,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +59,Private,11th,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +51,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +58,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +46,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +55,Private,5th-6th,Widowed,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +76,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,8,United-States,0 +25,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +42,Local-gov,Assoc-voc,Widowed,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +53,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,50,Italy,1 +33,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +41,Local-gov,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,State-gov,Assoc-acdm,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,40,United-States,1 +31,Private,Assoc-voc,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +35,Private,1st-4th,Married-spouse-absent,Other-service,Not-in-family,White,Male,40,Guatemala,0 +40,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,,0 +46,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +43,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,China,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,12,,0 +43,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,Black,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +29,Private,Prof-school,Never-married,Prof-specialty,Own-child,White,Male,50,United-States,0 +21,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +36,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +40,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +90,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,12,United-States,0 +40,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +37,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,1 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +48,Local-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,,Masters,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +26,,Bachelors,Never-married,,Not-in-family,White,Female,80,United-States,0 +28,Private,9th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +20,State-gov,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +51,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Female,40,Ireland,0 +32,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +55,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +41,Local-gov,Bachelors,Divorced,Protective-serv,Unmarried,White,Female,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +65,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +42,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +67,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,41,United-States,0 +28,Private,HS-grad,Married-spouse-absent,Tech-support,Not-in-family,White,Female,37,United-States,0 +56,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,35,Cuba,1 +31,State-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,38,United-States,0 +33,Private,Some-college,Separated,Exec-managerial,Unmarried,White,Female,40,United-States,0 +52,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Germany,1 +53,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +47,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Portugal,0 +40,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +35,Private,Some-college,Never-married,Sales,Own-child,White,Male,48,United-States,0 +65,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Other-service,Wife,Black,Female,30,United-States,0 +23,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,15,United-States,0 +39,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +25,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,Black,Male,35,United-States,0 +30,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,9th,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,48,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Female,36,Mexico,0 +46,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +54,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,38,United-States,0 +33,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +70,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +36,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +53,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +55,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Protective-serv,Own-child,White,Female,30,United-States,0 +36,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +36,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +40,Local-gov,HS-grad,Married-spouse-absent,Farming-fishing,Own-child,Black,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,50,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Private,5th-6th,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +63,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +61,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,20,United-States,0 +48,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +55,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,40,Poland,0 +18,,Some-college,Never-married,,Own-child,White,Female,4,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Sales,Other-relative,White,Male,20,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,China,0 +27,Federal-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,40,United-States,0 +37,Private,10th,Divorced,Other-service,Unmarried,White,Female,33,United-States,0 +32,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +33,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,26,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +61,Private,HS-grad,Divorced,Adm-clerical,Other-relative,Black,Female,35,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Male,30,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +36,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +40,State-gov,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,12th,Never-married,Other-service,Own-child,White,Female,38,United-States,0 +66,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,40,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +39,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +65,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +24,,Some-college,Never-married,,Not-in-family,Asian-Pac-Islander,Male,50,South,1 +39,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,30,United-States,0 +49,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Hong,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,48,United-States,0 +35,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,10th,Married-civ-spouse,Craft-repair,Other-relative,White,Male,55,United-States,0 +34,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +54,Local-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,Mexico,0 +38,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Private,HS-grad,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +33,State-gov,Some-college,Separated,Tech-support,Not-in-family,White,Male,12,United-States,0 +32,Federal-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +34,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,France,0 +46,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,1 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +48,Federal-gov,7th-8th,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +67,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,37,United-States,1 +36,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,,1 +25,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +27,Local-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +56,Private,1st-4th,Separated,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +54,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,46,United-States,1 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,25,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,10th,Never-married,Craft-repair,Own-child,White,Male,15,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +33,Private,HS-grad,Never-married,Transport-moving,Other-relative,Asian-Pac-Islander,Male,40,United-States,0 +55,,5th-6th,Married-civ-spouse,,Husband,White,Male,48,Mexico,0 +29,Private,9th,Divorced,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +72,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +53,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +69,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,12,United-States,0 +41,Local-gov,HS-grad,Never-married,Other-service,Unmarried,White,Female,25,United-States,0 +45,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +46,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +55,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,35,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +45,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,55,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,5,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +22,Private,12th,Married-spouse-absent,Other-service,Unmarried,Black,Female,50,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +31,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,Mexico,0 +37,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +53,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,38,United-States,0 +28,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +61,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +25,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,56,United-States,0 +35,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,1 +64,Local-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,38,United-States,0 +39,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,12,United-States,1 +53,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Federal-gov,Some-college,Divorced,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,35,Italy,0 +19,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +20,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +27,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,40,,0 +55,Local-gov,HS-grad,Married-civ-spouse,Prof-specialty,Other-relative,White,Female,40,United-States,1 +52,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +47,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +22,Private,10th,Never-married,Craft-repair,Other-relative,White,Male,30,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +57,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Puerto-Rico,0 +18,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Female,60,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +34,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,1 +60,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,38,United-States,0 +25,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +27,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +33,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,65,United-States,1 +65,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +32,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +45,Self-emp-not-inc,Some-college,Separated,Sales,Unmarried,White,Male,50,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,16,United-States,0 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,60,United-States,0 +44,Private,Some-college,Divorced,Sales,Unmarried,White,Male,55,United-States,1 +30,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +26,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,Mexico,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +53,Self-emp-not-inc,7th-8th,Married-civ-spouse,Tech-support,Husband,White,Male,99,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,10,United-States,0 +45,Local-gov,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,1 +26,,Some-college,Never-married,,Not-in-family,White,Male,60,United-States,0 +50,,7th-8th,Separated,,Own-child,White,Female,20,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +52,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,36,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +58,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +50,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,50,United-States,1 +33,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +34,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +37,Local-gov,Masters,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,1 +57,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +21,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,8,United-States,0 +40,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,20,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +22,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,42,United-States,0 +42,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,El-Salvador,0 +36,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,47,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,0 +40,State-gov,9th,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +46,State-gov,HS-grad,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +28,Private,11th,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,60,United-States,1 +46,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +55,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +76,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +75,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +42,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +43,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,,Some-college,Never-married,,Not-in-family,Black,Female,20,United-States,0 +60,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,Italy,0 +47,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +73,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,15,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +35,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Puerto-Rico,0 +31,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Male,50,,0 +45,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Germany,1 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,South,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Nicaragua,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,Germany,1 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Poland,1 +48,State-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +53,Private,5th-6th,Married-civ-spouse,Priv-house-serv,Wife,Black,Female,10,Haiti,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,60,United-States,0 +23,Private,Assoc-acdm,Never-married,Sales,Own-child,Black,Female,36,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +21,Private,Assoc-voc,Never-married,Farming-fishing,Not-in-family,White,Female,30,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +29,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,25,United-States,1 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,20,,0 +55,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +46,Local-gov,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +29,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +41,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,32,United-States,0 +30,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +72,Private,11th,Divorced,Other-service,Not-in-family,Black,Female,35,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +46,Self-emp-inc,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,70,United-States,0 +38,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,48,United-States,0 +36,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +24,Self-emp-not-inc,Assoc-acdm,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +28,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,70,United-States,1 +42,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Other,Male,40,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +55,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,Puerto-Rico,1 +30,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +68,Private,7th-8th,Widowed,Machine-op-inspct,Not-in-family,White,Female,10,United-States,0 +45,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,30,United-States,0 +26,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +52,Private,7th-8th,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +68,Private,Prof-school,Widowed,Prof-specialty,Unmarried,White,Female,16,United-States,0 +26,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +52,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +53,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,8,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Own-child,White,Male,75,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +45,Private,Some-college,Divorced,Tech-support,Not-in-family,Black,Female,40,Trinadad&Tobago,0 +57,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +30,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,30,Japan,0 +46,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +45,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +59,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +40,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,0 +38,State-gov,HS-grad,Divorced,Other-service,Unmarried,White,Female,20,United-States,0 +22,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,,0 +59,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,85,United-States,0 +36,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +40,Private,7th-8th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +18,Private,10th,Never-married,Sales,Other-relative,Black,Female,40,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +63,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +29,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,80,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Black,Female,45,United-States,1 +47,State-gov,Doctorate,Divorced,Prof-specialty,Unmarried,White,Male,50,France,1 +20,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,30,Mexico,0 +22,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +42,Private,Assoc-acdm,Widowed,Tech-support,Unmarried,White,Female,24,United-States,0 +36,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +60,Private,10th,Divorced,Other-service,Not-in-family,Black,Female,40,United-States,0 +41,Federal-gov,HS-grad,Separated,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +34,Private,7th-8th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Female,35,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +52,Private,9th,Widowed,Other-service,Not-in-family,White,Female,25,Puerto-Rico,0 +27,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +60,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +34,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,62,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Separated,Other-service,Unmarried,White,Female,25,United-States,0 +39,Federal-gov,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +64,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Self-emp-not-inc,11th,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +29,State-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,,0 +37,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,12,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,Guatemala,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,India,0 +27,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +69,Self-emp-inc,Bachelors,Separated,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Puerto-Rico,0 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +70,Private,7th-8th,Widowed,Other-service,Unmarried,Black,Female,38,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +21,,HS-grad,Never-married,,Other-relative,White,Male,40,United-States,0 +27,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,50,United-States,1 +27,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +44,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,60,United-States,1 +36,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,Poland,0 +34,Federal-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,54,United-States,1 +28,Local-gov,Bachelors,Never-married,Prof-specialty,Other-relative,White,Male,50,United-States,0 +34,Private,5th-6th,Never-married,Handlers-cleaners,Own-child,White,Male,40,El-Salvador,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +39,Private,Some-college,Divorced,Farming-fishing,Unmarried,White,Female,45,United-States,0 +34,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +35,Local-gov,Masters,Divorced,Adm-clerical,Unmarried,White,Female,41,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +50,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +68,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,30,United-States,0 +35,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +43,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,17,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +50,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Farming-fishing,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,40,United-States,0 +52,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,0 +71,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,28,United-States,0 +55,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,8,United-States,0 +36,Private,Some-college,Widowed,Prof-specialty,Own-child,White,Female,40,United-States,0 +25,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +39,Local-gov,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Nicaragua,1 +27,Private,Bachelors,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +42,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +22,Private,HS-grad,Married-spouse-absent,Sales,Not-in-family,White,Male,40,United-States,0 +57,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,1 +34,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,28,United-States,0 +31,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,60,Jamaica,0 +30,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,England,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,32,United-States,0 +26,Self-emp-inc,HS-grad,Separated,Sales,Unmarried,White,Female,20,Honduras,0 +32,Private,1st-4th,Never-married,Farming-fishing,Not-in-family,Other,Male,50,Mexico,0 +55,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +19,Private,12th,Married-spouse-absent,Other-service,Own-child,Other,Female,20,United-States,0 +28,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +55,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +49,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +59,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +28,,Bachelors,Married-spouse-absent,,Not-in-family,Asian-Pac-Islander,Female,10,Taiwan,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +50,Self-emp-not-inc,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +34,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +90,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Male,10,South,0 +35,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,40,United-States,0 +42,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,16,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,45,United-States,0 +31,Private,Bachelors,Never-married,Sales,Own-child,White,Male,45,United-States,0 +23,Private,HS-grad,Never-married,Tech-support,Own-child,White,Male,50,United-States,0 +60,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +36,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +44,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +27,Private,HS-grad,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +49,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,0 +48,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +27,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +31,Local-gov,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,0 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +25,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Private,Assoc-voc,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +38,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +57,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +41,State-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +56,State-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,60,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +44,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Male,32,United-States,0 +34,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +27,State-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +34,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Italy,0 +19,,Some-college,Never-married,,Own-child,White,Female,15,United-States,0 +82,,Some-college,Widowed,,Not-in-family,Amer-Indian-Eskimo,Male,3,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +32,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +28,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,5,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,44,United-States,0 +60,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Columbia,0 +28,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +38,Federal-gov,Some-college,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +28,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,1 +42,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,23,United-States,0 +40,Local-gov,9th,Married-civ-spouse,Other-service,Wife,White,Female,40,Yugoslavia,1 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +22,Private,9th,Married-spouse-absent,Other-service,Other-relative,White,Male,35,Mexico,0 +46,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,0 +34,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +42,Private,Some-college,Divorced,Sales,Unmarried,White,Female,43,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +60,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,16,United-States,0 +33,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,1 +22,Private,HS-grad,Married-civ-spouse,Transport-moving,Other-relative,White,Male,80,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +63,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +46,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +48,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +65,Private,Some-college,Widowed,Prof-specialty,Not-in-family,White,Female,20,Hungary,0 +39,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,1 +43,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,1 +28,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,35,United-States,1 +24,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +48,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Self-emp-not-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,Prof-school,Never-married,Exec-managerial,Not-in-family,White,Female,40,Cuba,0 +39,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +43,Local-gov,HS-grad,Divorced,Protective-serv,Unmarried,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +30,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,65,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +37,Private,Assoc-acdm,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,0 +35,,Some-college,Divorced,,Not-in-family,Amer-Indian-Eskimo,Female,36,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Some-college,Widowed,Other-service,Unmarried,White,Female,35,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,,1 +45,Private,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,30,United-States,0 +53,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,35,United-States,0 +52,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +64,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +42,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +44,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,44,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +53,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +20,Private,11th,Separated,Other-service,Own-child,White,Female,40,United-States,0 +29,Private,Assoc-voc,Never-married,Priv-house-serv,Own-child,White,Female,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,35,United-States,0 +38,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +62,Private,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +28,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +65,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,34,United-States,0 +40,Private,HS-grad,Separated,Handlers-cleaners,Not-in-family,Black,Male,30,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +42,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,South,1 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +30,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,45,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +65,,HS-grad,Widowed,,Unmarried,White,Female,10,United-States,0 +31,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +56,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,1 +51,Private,HS-grad,Divorced,Other-service,Other-relative,Black,Male,32,Haiti,0 +36,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +44,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +49,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Male,45,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Self-emp-not-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,65,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +74,State-gov,Doctorate,Never-married,Prof-specialty,Other-relative,White,Female,20,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +56,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Priv-house-serv,Own-child,White,Female,40,United-States,0 +28,Private,9th,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +18,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +42,Private,Masters,Divorced,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +39,Private,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +36,Private,Some-college,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +56,Private,10th,Widowed,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +49,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,0 +44,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,Private,1st-4th,Never-married,Other-service,Not-in-family,White,Male,45,El-Salvador,0 +43,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +62,Private,12th,Married-civ-spouse,Farming-fishing,Husband,White,Male,48,Germany,0 +52,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +63,Self-emp-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,70,United-States,1 +51,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,99,South,0 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +62,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +48,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +30,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,State-gov,Masters,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +41,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Male,37,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +70,Self-emp-inc,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,55,United-States,0 +55,Private,11th,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +35,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,45,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,38,United-States,0 +29,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,60,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +45,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +39,Federal-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,60,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +38,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +25,,HS-grad,Married-civ-spouse,,Wife,White,Female,4,United-States,0 +38,Private,11th,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +23,Private,Some-college,Never-married,Farming-fishing,Unmarried,White,Male,45,United-States,0 +40,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,0 +36,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,,1 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +44,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,38,United-States,0 +49,Self-emp-inc,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,25,United-States,0 +28,Self-emp-inc,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +37,Federal-gov,Some-college,Separated,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +20,,12th,Never-married,,Not-in-family,Black,Female,35,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +36,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,15,United-States,0 +77,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,30,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +30,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +51,Local-gov,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +22,Private,Some-college,Divorced,Sales,Own-child,Asian-Pac-Islander,Female,30,Philippines,0 +23,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,25,United-States,0 +47,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +17,Private,12th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +48,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,50,Mexico,1 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Guatemala,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +42,State-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +61,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +63,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +65,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +41,Local-gov,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,,0 +21,Private,HS-grad,Divorced,Sales,Other-relative,White,Female,40,United-States,0 +48,Local-gov,Bachelors,Never-married,Adm-clerical,Unmarried,White,Female,35,United-States,0 +51,State-gov,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +22,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,15,,0 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +47,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,24,United-States,0 +39,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,24,United-States,0 +45,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,75,United-States,0 +49,Private,HS-grad,Divorced,Other-service,Unmarried,White,Male,40,Columbia,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +69,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,36,United-States,0 +41,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +40,Self-emp-not-inc,HS-grad,Separated,Exec-managerial,Other-relative,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +52,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Female,50,United-States,0 +50,Federal-gov,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Female,30,United-States,0 +48,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +27,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +63,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +47,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +28,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,40,,0 +58,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,51,United-States,0 +67,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,48,United-States,0 +28,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +26,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +46,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +25,Private,Masters,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +44,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,38,United-States,0 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +29,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,Black,Female,21,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +58,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,18,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +29,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +49,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +60,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +39,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +50,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,48,United-States,0 +55,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,,0 +64,Local-gov,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,20,United-States,0 +29,Self-emp-inc,Assoc-acdm,Never-married,Prof-specialty,Other-relative,Black,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +55,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +43,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +28,Private,12th,Never-married,Sales,Not-in-family,Black,Male,40,United-States,0 +46,State-gov,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,1 +34,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +47,Private,Masters,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,1 +43,Self-emp-not-inc,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,25,United-States,0 +21,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +65,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,England,1 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +31,State-gov,Masters,Divorced,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +38,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Other,Female,20,United-States,0 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +41,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +38,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,Germany,0 +24,Private,Some-college,Married-spouse-absent,Sales,Unmarried,Other,Female,30,Ecuador,0 +24,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Adm-clerical,Own-child,White,Female,40,United-States,0 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +48,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,35,South,1 +50,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +68,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +22,Private,1st-4th,Never-married,Craft-repair,Not-in-family,White,Male,40,Guatemala,0 +18,,Some-college,Never-married,,Own-child,White,Male,48,United-States,0 +25,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,40,Poland,0 +28,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +17,Local-gov,11th,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +24,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,99,England,0 +20,Private,10th,Separated,Sales,Not-in-family,White,Female,36,United-States,0 +45,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Married-spouse-absent,Craft-repair,Unmarried,White,Female,45,United-States,0 +57,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +24,,Bachelors,Never-married,,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Protective-serv,Own-child,Asian-Pac-Islander,Male,24,India,0 +41,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +51,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Local-gov,Bachelors,Separated,Prof-specialty,Unmarried,White,Male,40,United-States,0 +52,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,38,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +26,Self-emp-inc,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,50,United-States,0 +17,Private,10th,Never-married,Sales,Other-relative,Black,Female,12,United-States,0 +64,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +51,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Self-emp-not-inc,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +44,Private,Some-college,Married-civ-spouse,Other-service,Own-child,White,Female,40,United-States,1 +47,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Widowed,Craft-repair,Own-child,White,Female,40,United-States,0 +58,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,39,United-States,0 +19,Private,11th,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,Yugoslavia,0 +40,Local-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,38,United-States,1 +46,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,Black,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,37,United-States,0 +26,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +36,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +26,Private,Assoc-voc,Divorced,Sales,Own-child,White,Female,35,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +53,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +54,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,41,United-States,0 +29,Private,Some-college,Married-civ-spouse,Adm-clerical,Own-child,White,Female,6,United-States,0 +81,Private,Masters,Widowed,Prof-specialty,Unmarried,White,Male,60,,0 +37,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,38,United-States,1 +40,Private,Assoc-voc,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,1 +36,Private,Some-college,Widowed,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +18,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +44,State-gov,11th,Separated,Tech-support,Not-in-family,Black,Male,40,United-States,0 +36,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,35,United-States,0 +69,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,12th,Never-married,Prof-specialty,Own-child,White,Male,7,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Male,40,United-States,0 +52,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +24,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,35,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +19,Private,10th,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,50,United-States,0 +46,Private,7th-8th,Married-spouse-absent,Priv-house-serv,Unmarried,White,Female,24,Guatemala,0 +21,Private,HS-grad,Married-civ-spouse,Prof-specialty,Own-child,White,Male,40,Mexico,1 +29,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,Japan,0 +33,,Some-college,Divorced,,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +28,Private,HS-grad,Separated,Farming-fishing,Not-in-family,White,Male,55,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +37,,Prof-school,Married-civ-spouse,,Husband,White,Male,6,Mexico,0 +49,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +57,Federal-gov,Some-college,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +60,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,,HS-grad,Never-married,,Own-child,White,Male,25,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,42,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +60,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,47,United-States,0 +44,Federal-gov,HS-grad,Never-married,Craft-repair,Own-child,Black,Female,40,United-States,0 +19,Self-emp-not-inc,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +59,Private,Masters,Married-civ-spouse,Craft-repair,Wife,Asian-Pac-Islander,Female,35,Philippines,0 +50,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +35,Federal-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Federal-gov,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,Black,Male,35,United-States,0 +32,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,40,Mexico,0 +32,Private,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Female,40,United-States,0 +30,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +38,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,1 +36,Private,Assoc-acdm,Divorced,Other-service,Unmarried,White,Female,37,United-States,0 +56,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +35,Federal-gov,Bachelors,Widowed,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +56,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,41,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,14,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +56,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +61,State-gov,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,43,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +33,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,62,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Never-married,Farming-fishing,Unmarried,White,Male,60,United-States,0 +51,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,42,United-States,0 +49,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Female,16,United-States,0 +26,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +42,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +37,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,Black,Male,32,United-States,0 +38,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,1 +41,Private,Bachelors,Divorced,Tech-support,Unmarried,Black,Male,45,,1 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,Ireland,0 +25,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +54,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,36,United-States,1 +37,Private,11th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +59,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,Black,Female,24,United-States,0 +65,,11th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,1 +57,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,38,United-States,0 +33,Private,10th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +41,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +45,Private,Bachelors,Widowed,Other-service,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +50,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +18,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,25,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +26,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,40,United-States,0 +61,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,2,United-States,1 +67,,11th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +27,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +37,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,90,United-States,1 +22,Private,11th,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +25,Private,10th,Never-married,Priv-house-serv,Own-child,White,Female,24,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +27,Local-gov,HS-grad,Divorced,Protective-serv,Own-child,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,65,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +24,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +40,Local-gov,HS-grad,Divorced,Craft-repair,Own-child,White,Female,40,Puerto-Rico,0 +69,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,50,United-States,1 +65,Private,HS-grad,Divorced,Exec-managerial,Other-relative,White,Female,50,United-States,0 +52,Self-emp-inc,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +38,Private,HS-grad,Separated,Craft-repair,Unmarried,White,Female,35,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,49,United-States,0 +24,Private,Assoc-voc,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,44,United-States,0 +67,Self-emp-not-inc,Doctorate,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +64,Self-emp-not-inc,Some-college,Widowed,Craft-repair,Not-in-family,White,Female,8,United-States,0 +25,Private,Some-college,Never-married,Exec-managerial,Own-child,Black,Male,40,United-States,0 +34,Federal-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,52,United-States,0 +19,Private,10th,Never-married,Farming-fishing,Own-child,White,Male,25,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +26,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Separated,Other-service,Own-child,White,Male,35,United-States,0 +45,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,65,United-States,0 +18,Private,11th,Never-married,Other-service,Unmarried,White,Female,28,United-States,0 +51,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,63,United-States,0 +36,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,28,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,,0 +37,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +39,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +46,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +33,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,35,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +52,Self-emp-not-inc,HS-grad,Divorced,Sales,Unmarried,Black,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +23,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +48,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +22,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Own-child,White,Female,3,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,80,,1 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +90,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Divorced,Sales,Own-child,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,42,United-States,1 +45,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,Germany,1 +17,,10th,Never-married,,Own-child,White,Male,8,United-States,0 +49,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,50,United-States,0 +60,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Other,Female,40,Columbia,0 +53,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +19,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +28,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +22,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +76,,10th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Other-service,Other-relative,White,Female,40,United-States,0 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,0 +19,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Female,25,United-States,0 +37,,HS-grad,Divorced,,Not-in-family,Asian-Pac-Islander,Female,42,,0 +22,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +52,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +50,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +62,Private,HS-grad,Widowed,Craft-repair,Unmarried,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +64,State-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,24,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +28,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,52,United-States,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,10,United-States,0 +50,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Self-emp-inc,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +36,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,49,United-States,0 +51,Self-emp-inc,Assoc-acdm,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,32,United-States,0 +57,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,1 +40,Local-gov,Prof-school,Separated,Prof-specialty,Own-child,Black,Female,40,United-States,0 +27,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,Peru,0 +32,Private,Some-college,Never-married,Sales,Own-child,White,Male,60,United-States,0 +49,State-gov,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,44,United-States,0 +34,Self-emp-not-inc,10th,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +54,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,Guatemala,0 +52,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +43,Private,11th,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,25,United-States,0 +84,,5th-6th,Widowed,,Not-in-family,White,Male,15,United-States,0 +79,,Assoc-acdm,Married-civ-spouse,,Wife,White,Female,2,United-States,1 +35,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,46,United-States,0 +56,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,30,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +54,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +35,Private,Bachelors,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,50,United-States,0 +32,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +32,Private,HS-grad,Married-AF-spouse,Other-service,Other-relative,White,Female,10,United-States,0 +60,Private,12th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,45,United-States,0 +50,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +58,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,35,United-States,0 +71,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +17,,9th,Never-married,,Own-child,White,Female,25,Mexico,0 +45,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,30,United-States,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +40,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,1 +28,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +27,Private,12th,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +19,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,15,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,25,United-States,0 +38,Private,Bachelors,Separated,Prof-specialty,Unmarried,White,Male,40,United-States,0 +24,State-gov,Masters,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,Black,Male,7,United-States,0 +58,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +35,Private,Masters,Never-married,Prof-specialty,Own-child,White,Male,44,United-States,1 +43,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Female,20,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,35,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,Mexico,0 +63,Private,9th,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +40,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +21,Private,Bachelors,Never-married,Other-service,Other-relative,White,Male,20,United-States,0 +20,State-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,1 +49,,Some-college,Married-civ-spouse,,Husband,White,Male,20,United-States,1 +47,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +23,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,40,El-Salvador,0 +35,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,Some-college,Married-civ-spouse,Farming-fishing,Wife,White,Female,20,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +28,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +62,,Bachelors,Married-civ-spouse,,Husband,White,Male,4,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Other-relative,White,Male,55,Ecuador,0 +53,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,57,United-States,0 +25,Private,1st-4th,Never-married,Priv-house-serv,Not-in-family,White,Female,40,Guatemala,0 +44,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,38,United-States,0 +22,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,28,United-States,0 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Male,40,,0 +30,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +51,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +17,Private,11th,Never-married,Priv-house-serv,Own-child,White,Female,24,United-States,0 +46,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +50,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +42,,Masters,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +41,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +32,Private,Bachelors,Never-married,Other-service,Unmarried,Other,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,0 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +77,Private,7th-8th,Widowed,Priv-house-serv,Unmarried,White,Female,23,United-States,0 +33,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +64,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +34,Local-gov,HS-grad,Never-married,Prof-specialty,Unmarried,Black,Female,35,United-States,0 +67,Local-gov,Masters,Never-married,Exec-managerial,Other-relative,White,Female,72,United-States,1 +37,Local-gov,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Female,29,United-States,0 +50,Self-emp-not-inc,Doctorate,Divorced,Sales,Not-in-family,White,Male,64,United-States,0 +60,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +46,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,43,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Sales,Other-relative,White,Female,44,Poland,0 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,El-Salvador,1 +36,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,Nicaragua,0 +48,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +37,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +52,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +27,Private,5th-6th,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,20,Vietnam,0 +43,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,25,United-States,0 +66,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Yugoslavia,1 +37,Self-emp-not-inc,10th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +35,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Private,10th,Never-married,Other-service,Unmarried,White,Female,38,Peru,0 +51,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +71,Federal-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Male,9,United-States,0 +50,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +63,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,State-gov,Masters,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,0 +24,State-gov,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +41,Local-gov,Some-college,Divorced,Other-service,Unmarried,White,Female,45,United-States,0 +33,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +42,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +49,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,38,United-States,0 +28,Self-emp-not-inc,12th,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,40,United-States,0 +31,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,56,Mexico,0 +28,Private,Bachelors,Never-married,Adm-clerical,Own-child,Black,Male,35,United-States,0 +37,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +51,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,26,United-States,0 +25,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,41,United-States,0 +49,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +47,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,45,United-States,0 +48,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +41,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +26,,HS-grad,Never-married,,Unmarried,White,Female,16,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +34,Private,11th,Divorced,Handlers-cleaners,Not-in-family,White,Male,43,United-States,0 +44,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,30,United-States,0 +23,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +35,Private,Some-college,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Male,20,United-States,0 +30,Private,Bachelors,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +65,,Some-college,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,20,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,Jamaica,0 +34,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +53,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +34,Private,11th,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +54,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +32,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +39,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +39,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Germany,0 +29,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Male,15,United-States,0 +39,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +71,,Assoc-voc,Widowed,,Not-in-family,White,Female,40,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +43,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,20,Mexico,0 +31,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,58,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,32,United-States,1 +45,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +43,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +32,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +43,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Female,60,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,27,United-States,0 +66,Self-emp-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +41,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +63,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,,0 +55,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +28,Private,9th,Never-married,Craft-repair,Not-in-family,White,Male,50,,1 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +30,Self-emp-not-inc,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,60,United-States,0 +36,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,1 +54,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +78,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +77,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,72,United-States,1 +37,Private,Bachelors,Separated,Tech-support,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +34,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +22,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,0 +54,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +36,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,Self-emp-not-inc,HS-grad,Widowed,Adm-clerical,Other-relative,White,Female,30,United-States,0 +40,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +47,Self-emp-not-inc,Some-college,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +28,Private,5th-6th,Never-married,Craft-repair,Not-in-family,White,Male,40,Columbia,0 +46,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +22,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +37,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,25,Canada,0 +69,Private,10th,Separated,Machine-op-inspct,Not-in-family,White,Female,28,Peru,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +53,Private,Bachelors,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,21,Japan,1 +20,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,35,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +48,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +40,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +68,,Some-college,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +39,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,55,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,Black,Male,40,Trinadad&Tobago,1 +23,Private,10th,Never-married,Other-service,Unmarried,White,Male,60,Mexico,0 +25,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,38,United-States,1 +22,Private,HS-grad,Never-married,Prof-specialty,Own-child,Black,Male,40,United-States,0 +23,Private,12th,Never-married,Priv-house-serv,Own-child,White,Male,30,United-States,0 +41,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +25,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,25,United-States,0 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Sales,Not-in-family,Asian-Pac-Islander,Male,45,Japan,0 +28,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +19,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Female,25,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +68,Private,Preschool,Never-married,Machine-op-inspct,Not-in-family,White,Male,10,United-States,0 +33,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Separated,Craft-repair,Unmarried,White,Female,40,Mexico,0 +29,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +65,Private,9th,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +55,Private,HS-grad,Widowed,Adm-clerical,Other-relative,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +41,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,30,United-States,0 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +22,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +66,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,4,United-States,0 +38,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,42,United-States,1 +40,Local-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,35,Mexico,0 +35,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +33,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Male,60,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +22,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Female,15,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,36,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,21,United-States,0 +48,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +26,Private,Some-college,Never-married,Sales,Unmarried,White,Female,40,,0 +35,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +65,Self-emp-not-inc,Some-college,Widowed,Exec-managerial,Unmarried,White,Female,45,United-States,0 +53,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +18,Private,5th-6th,Never-married,Other-service,Other-relative,White,Male,54,Mexico,0 +34,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +28,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,Guatemala,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +61,,Bachelors,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +32,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +81,Private,1st-4th,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,Poland,0 +47,Private,HS-grad,Separated,Other-service,Other-relative,Black,Female,35,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Other-service,Husband,Black,Male,30,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +37,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +27,,5th-6th,Married-civ-spouse,,Wife,White,Female,40,Mexico,0 +55,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Poland,1 +60,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,Private,Assoc-acdm,Never-married,Handlers-cleaners,Not-in-family,White,Male,36,,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,25,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,60,United-States,0 +45,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,1 +36,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,30,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Exec-managerial,Own-child,Other,Female,40,Mexico,0 +37,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Male,25,United-States,0 +49,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +27,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +28,Private,10th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +35,Private,Some-college,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +54,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Unmarried,Other,Female,38,United-States,0 +33,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,60,United-States,0 +51,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +49,Private,HS-grad,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +49,Self-emp-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +64,Private,1st-4th,Divorced,Priv-house-serv,Not-in-family,White,Female,12,United-States,0 +40,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Federal-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +34,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +38,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,86,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,0 +61,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,Canada,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,12th,Never-married,Sales,Not-in-family,White,Female,55,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,46,United-States,1 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +38,,HS-grad,Married-civ-spouse,,Wife,White,Female,35,United-States,0 +34,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +32,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,White,Female,23,United-States,0 +26,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +49,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +71,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +42,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,20,United-States,1 +38,Private,Some-college,Married-spouse-absent,Prof-specialty,Own-child,Black,Female,40,United-States,0 +38,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,25,United-States,0 +24,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +49,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +18,,Some-college,Never-married,,Own-child,Black,Female,24,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +52,Private,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,42,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +38,,Masters,Married-civ-spouse,,Wife,Black,Female,2,United-States,1 +31,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +19,Federal-gov,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,England,0 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +34,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +42,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,50,United-States,1 +37,Local-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +63,,Bachelors,Married-civ-spouse,,Husband,White,Male,8,United-States,1 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +29,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +26,Local-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +54,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +57,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +42,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +31,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,30,United-States,0 +37,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +24,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,25,United-States,0 +24,Self-emp-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,34,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +26,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +20,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +57,State-gov,Bachelors,Divorced,Adm-clerical,Unmarried,White,Male,37,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +25,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Germany,1 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,24,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Exec-managerial,Own-child,White,Female,20,United-States,0 +46,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +61,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +41,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +50,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,India,1 +36,Local-gov,Bachelors,Never-married,Protective-serv,Not-in-family,White,Male,60,United-States,0 +38,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +75,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +26,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +31,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +49,Private,12th,Never-married,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,35,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Columbia,0 +47,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +18,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Female,20,United-States,0 +47,Private,9th,Divorced,Other-service,Not-in-family,White,Female,30,United-States,0 +42,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +38,Local-gov,Some-college,Divorced,Protective-serv,Not-in-family,White,Male,75,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,48,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,46,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,0 +35,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,25,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Local-gov,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +40,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +56,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +26,Private,7th-8th,Never-married,Handlers-cleaners,Unmarried,White,Male,40,Guatemala,0 +66,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +48,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,32,Dominican-Republic,0 +35,Private,Some-college,Never-married,Sales,Unmarried,White,Male,50,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +45,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +29,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +42,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +65,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,20,United-States,0 +30,Private,Assoc-acdm,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,40,Vietnam,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Italy,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +23,Private,11th,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Widowed,Prof-specialty,Unmarried,White,Female,35,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +31,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +34,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +33,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,1 +32,Private,Masters,Separated,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +44,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +21,State-gov,Some-college,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +75,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +55,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,United-States,1 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,16,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +26,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +23,Private,Assoc-voc,Never-married,Craft-repair,Unmarried,Black,Female,40,United-States,0 +42,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +64,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +35,Federal-gov,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +65,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +34,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,France,0 +58,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +63,,Prof-school,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,,1 +59,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +51,,5th-6th,Married-civ-spouse,,Husband,Black,Male,8,United-States,0 +47,Private,Masters,Divorced,Sales,Not-in-family,White,Male,60,United-States,1 +30,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,1 +34,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +51,State-gov,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +57,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +62,Local-gov,HS-grad,Widowed,Other-service,Not-in-family,White,Female,18,United-States,0 +22,State-gov,Some-college,Never-married,Tech-support,Own-child,White,Male,20,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +34,,11th,Never-married,,Not-in-family,White,Male,30,United-States,0 +45,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +37,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +21,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +49,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +47,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +20,Federal-gov,Some-college,Never-married,Tech-support,Own-child,White,Female,24,United-States,0 +27,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +40,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +31,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,52,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,1 +39,Private,HS-grad,Separated,Craft-repair,Unmarried,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,0 +50,,HS-grad,Married-civ-spouse,,Husband,White,Male,55,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,1 +17,Self-emp-not-inc,10th,Never-married,Farming-fishing,Own-child,White,Male,35,United-States,0 +33,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +28,Private,10th,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +39,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +33,Private,Assoc-voc,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +59,Private,7th-8th,Never-married,Other-service,Other-relative,White,Male,32,United-States,0 +74,Private,1st-4th,Widowed,Priv-house-serv,Not-in-family,Black,Female,15,United-States,0 +54,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +31,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,55,United-States,0 +31,Private,Some-college,Separated,Sales,Unmarried,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,20,United-States,0 +54,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +57,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,0 +49,Private,HS-grad,Widowed,Craft-repair,Unmarried,Asian-Pac-Islander,Female,40,South,0 +40,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,India,1 +19,,HS-grad,Never-married,,Own-child,White,Male,30,United-States,0 +38,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,42,United-States,1 +43,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +32,,Some-college,Divorced,,Not-in-family,White,Male,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,99,United-States,1 +25,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,38,United-States,0 +40,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +35,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Own-child,White,Male,50,United-States,0 +53,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,34,United-States,0 +21,Private,Some-college,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +22,Private,Assoc-voc,Never-married,Prof-specialty,Unmarried,Black,Female,35,United-States,0 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +19,,12th,Never-married,,Own-child,White,Male,28,United-States,0 +40,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,70,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,Mexico,0 +32,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +26,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,55,United-States,1 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +29,State-gov,Some-college,Divorced,Adm-clerical,Own-child,White,Male,20,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,99,United-States,0 +55,Private,Some-college,Widowed,Other-service,Not-in-family,White,Female,35,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +34,Self-emp-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,Other,Male,60,United-States,0 +25,State-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,25,United-States,0 +58,State-gov,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +34,Local-gov,Assoc-voc,Never-married,Craft-repair,Own-child,White,Female,40,United-States,0 +29,Self-emp-not-inc,Some-college,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,45,South,0 +49,State-gov,Doctorate,Divorced,Prof-specialty,Unmarried,White,Male,50,United-States,1 +38,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,El-Salvador,1 +29,Self-emp-not-inc,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,60,United-States,0 +48,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +57,Self-emp-not-inc,1st-4th,Married-civ-spouse,Sales,Husband,White,Male,35,Mexico,0 +24,Private,9th,Never-married,Other-service,Not-in-family,White,Male,40,El-Salvador,0 +32,Private,9th,Separated,Other-service,Unmarried,White,Female,23,Mexico,0 +18,Self-emp-not-inc,HS-grad,Never-married,Sales,Own-child,White,Male,48,,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,56,United-States,0 +39,Private,11th,Divorced,Transport-moving,Own-child,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +20,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +27,,9th,Never-married,,Own-child,White,Female,40,United-States,0 +54,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,75,United-States,1 +27,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,30,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +43,Federal-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,50,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Other-relative,White,Female,40,United-States,0 +17,Private,11th,Never-married,Sales,Unmarried,White,Female,12,Poland,0 +37,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +49,Private,10th,Separated,Exec-managerial,Not-in-family,Black,Male,99,United-States,0 +33,Private,Assoc-voc,Never-married,Other-service,Unmarried,Black,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Exec-managerial,Own-child,White,Male,10,United-States,0 +45,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +71,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,36,United-States,0 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,45,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +21,,10th,Never-married,,Unmarried,White,Female,30,United-States,0 +47,Private,HS-grad,Married-spouse-absent,Sales,Unmarried,White,Female,20,Cuba,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,65,United-States,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Dominican-Republic,0 +44,Private,Some-college,Divorced,Sales,Unmarried,White,Female,48,United-States,0 +50,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,State-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +68,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,24,United-States,0 +45,Private,12th,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +38,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +78,Self-emp-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,10,United-States,0 +31,Self-emp-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +36,Self-emp-not-inc,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +46,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,50,Canada,0 +30,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,50,United-States,1 +34,Private,Some-college,Never-married,Sales,Unmarried,White,Male,35,United-States,0 +30,Federal-gov,HS-grad,Separated,Adm-clerical,Other-relative,Black,Male,35,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,17,United-States,1 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,70,Jamaica,0 +40,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Female,40,Vietnam,0 +20,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +51,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +49,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Local-gov,HS-grad,Separated,Other-service,Unmarried,White,Female,26,United-States,0 +20,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +34,Private,9th,Separated,Farming-fishing,Unmarried,Black,Male,40,United-States,0 +42,Local-gov,HS-grad,Widowed,Transport-moving,Unmarried,White,Female,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +43,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +62,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +21,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,70,United-States,0 +58,Local-gov,1st-4th,Widowed,Handlers-cleaners,Unmarried,Black,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +37,Private,HS-grad,Separated,Craft-repair,Unmarried,White,Male,70,Philippines,0 +22,State-gov,Bachelors,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +64,State-gov,9th,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +43,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,6,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +45,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +70,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +52,Private,1st-4th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +39,Federal-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,,1 +38,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,52,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +63,Self-emp-not-inc,5th-6th,Never-married,Sales,Not-in-family,White,Female,3,United-States,0 +50,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +82,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Cuba,0 +33,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,45,United-States,0 +37,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,40,United-States,0 +24,Private,HS-grad,Married-spouse-absent,Transport-moving,Own-child,White,Male,40,Peru,0 +31,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Female,50,United-States,0 +59,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +18,Private,12th,Never-married,Farming-fishing,Own-child,White,Male,55,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +48,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Unmarried,Other,Female,33,United-States,0 +34,Private,11th,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +50,Private,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,84,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,75,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +56,,Some-college,Divorced,,Unmarried,White,Female,50,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,25,United-States,0 +26,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,White,Female,75,United-States,0 +37,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +20,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +29,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +30,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,52,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +24,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,72,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +46,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +39,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +39,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,1 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +44,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +48,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,38,United-States,1 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,70,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Federal-gov,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +63,Self-emp-not-inc,7th-8th,Widowed,Farming-fishing,Unmarried,White,Female,10,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,Black,Female,8,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,,11th,Never-married,,Unmarried,White,Female,40,United-States,0 +19,Private,11th,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +23,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,,0 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +43,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,35,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,England,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,Mexico,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +24,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,25,United-States,0 +42,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +48,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +31,Self-emp-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,44,United-States,0 +31,Private,1st-4th,Never-married,Other-service,Other-relative,White,Female,25,El-Salvador,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,25,United-States,0 +36,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +72,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,0 +61,Private,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +42,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Federal-gov,HS-grad,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,40,,0 +30,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +65,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,0 +36,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +64,Local-gov,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +61,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,1 +38,Private,Bachelors,Never-married,Sales,Unmarried,White,Female,45,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +39,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +47,Private,Some-college,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +73,,Prof-school,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +66,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +53,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +43,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +57,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Private,Assoc-acdm,Divorced,Machine-op-inspct,Own-child,White,Female,45,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +52,Self-emp-not-inc,HS-grad,Widowed,Other-service,Other-relative,Black,Female,40,United-States,0 +46,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +37,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +39,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +59,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,56,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,30,United-States,0 +39,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +24,Private,10th,Divorced,Handlers-cleaners,Unmarried,White,Female,58,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +34,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,12,United-States,1 +56,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Male,5,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,43,United-States,1 +23,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +33,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +36,Local-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +37,Private,5th-6th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,,0 +52,Private,HS-grad,Separated,Craft-repair,Own-child,Black,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +30,Private,10th,Never-married,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,40,Vietnam,0 +32,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +54,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Male,50,,0 +34,Private,Bachelors,Married-spouse-absent,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,40,,0 +31,Private,Assoc-voc,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +34,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +58,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Male,39,United-States,1 +30,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Puerto-Rico,0 +27,Private,Some-college,Divorced,Adm-clerical,Own-child,White,Female,20,United-States,0 +23,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +24,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +33,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +22,State-gov,Some-college,Never-married,Tech-support,Own-child,White,Female,10,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +34,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,Black,Male,50,United-States,1 +44,Federal-gov,Prof-school,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,1 +41,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +45,,HS-grad,Separated,,Not-in-family,Asian-Pac-Islander,Male,4,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,Mexico,0 +65,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +40,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Female,37,Dominican-Republic,0 +45,Private,5th-6th,Divorced,Priv-house-serv,Unmarried,White,Female,35,Mexico,0 +50,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +40,Private,Assoc-acdm,Never-married,Other-service,Other-relative,White,Male,25,United-States,0 +24,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +58,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,46,United-States,0 +37,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,99,France,1 +37,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +22,Private,Assoc-acdm,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,India,1 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +44,Local-gov,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +72,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,16,United-States,0 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,12,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +58,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +56,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +55,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,72,United-States,0 +28,Private,Bachelors,Never-married,Sales,Other-relative,White,Female,45,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +37,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +44,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Germany,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +57,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +53,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +33,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,50,United-States,0 +42,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +70,,HS-grad,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Nicaragua,0 +72,Federal-gov,11th,Divorced,Adm-clerical,Not-in-family,White,Female,8,Canada,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,25,Philippines,0 +48,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +64,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,24,United-States,1 +19,Private,11th,Never-married,Priv-house-serv,Not-in-family,White,Female,35,United-States,0 +48,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +24,Private,Masters,Never-married,Priv-house-serv,Not-in-family,White,Female,45,,0 +42,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,50,Canada,1 +34,Private,Assoc-acdm,Never-married,Craft-repair,Own-child,Black,Female,40,United-States,0 +55,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +47,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Sales,Own-child,White,Female,20,United-States,0 +52,Private,11th,Divorced,Other-service,Unmarried,White,Female,20,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +73,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +50,Private,7th-8th,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +24,Private,Assoc-acdm,Never-married,Sales,Not-in-family,Black,Male,40,,0 +66,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,24,United-States,1 +22,Private,HS-grad,Never-married,Sales,Own-child,White,Male,55,United-States,0 +69,Local-gov,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,25,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +55,Private,Bachelors,Widowed,Machine-op-inspct,Unmarried,White,Female,40,,0 +35,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,30,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +70,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,1 +54,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,Japan,0 +38,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +33,Private,7th-8th,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +43,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,26,United-States,0 +60,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +81,Self-emp-not-inc,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,3,Hungary,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +46,Self-emp-not-inc,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,25,United-States,0 +30,State-gov,Some-college,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Male,84,United-States,0 +23,,HS-grad,Never-married,,Other-relative,Asian-Pac-Islander,Female,20,South,0 +29,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +31,Private,7th-8th,Never-married,Handlers-cleaners,Other-relative,White,Male,25,United-States,0 +36,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,36,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,22,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,0 +28,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +33,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +38,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +47,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,56,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +66,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +65,Local-gov,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +30,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,1 +54,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,43,United-States,0 +49,Private,12th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +41,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,15,United-States,1 +48,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +23,Private,5th-6th,Never-married,Priv-house-serv,Unmarried,White,Female,12,Mexico,0 +77,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,25,Cuba,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +30,Private,HS-grad,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,Iran,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +66,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Female,40,Puerto-Rico,0 +52,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +24,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,15,United-States,0 +22,Private,11th,Never-married,Transport-moving,Not-in-family,White,Male,65,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +39,Private,11th,Never-married,Prof-specialty,Unmarried,White,Female,30,Puerto-Rico,0 +45,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,38,,0 +61,Local-gov,Bachelors,Divorced,Other-service,Not-in-family,White,Male,30,United-States,0 +45,Private,Assoc-acdm,Divorced,Transport-moving,Not-in-family,White,Male,55,United-States,0 +36,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Own-child,White,Male,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +52,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +29,Federal-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,42,United-States,1 +33,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +40,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,55,United-States,0 +46,Local-gov,Bachelors,Divorced,Protective-serv,Not-in-family,Black,Male,50,United-States,1 +44,Private,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,13,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +40,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,2,United-States,0 +24,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +76,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Male,17,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Tech-support,Other-relative,White,Male,40,United-States,0 +33,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +48,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +37,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +54,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +42,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,42,United-States,1 +28,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Female,28,United-States,0 +42,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,52,United-States,1 +60,State-gov,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +76,,HS-grad,Widowed,,Not-in-family,White,Female,25,United-States,0 +21,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +29,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Private,HS-grad,Divorced,Sales,Own-child,White,Male,38,United-States,0 +45,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,1 +38,Private,Some-college,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +29,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +49,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,1 +40,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +17,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,28,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +57,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,13,United-States,1 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,Haiti,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,24,United-States,0 +39,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +25,State-gov,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,Puerto-Rico,0 +52,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,25,United-States,0 +48,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Female,36,United-States,0 +37,Private,Assoc-voc,Never-married,Sales,Unmarried,Black,Female,6,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,10,United-States,0 +42,Local-gov,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +35,Self-emp-inc,Assoc-acdm,Never-married,Sales,Own-child,White,Male,40,United-States,0 +40,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,22,United-States,0 +50,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +22,Private,HS-grad,Never-married,Sales,Other-relative,Black,Male,40,,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +61,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,35,Puerto-Rico,0 +71,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,20,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Private,Bachelors,Never-married,Other-service,Other-relative,White,Female,45,United-States,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,65,United-States,0 +33,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +40,State-gov,11th,Divorced,Transport-moving,Unmarried,White,Female,52,United-States,0 +39,,11th,Never-married,,Not-in-family,Black,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +33,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +46,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,36,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +28,Private,Masters,Never-married,Exec-managerial,Not-in-family,Other,Male,30,Cuba,0 +20,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +34,Private,Some-college,Divorced,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +34,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,55,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Separated,Other-service,Not-in-family,White,Female,58,United-States,0 +57,Private,HS-grad,Widowed,Other-service,Other-relative,White,Female,25,United-States,0 +20,,HS-grad,Never-married,,Own-child,White,Female,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,10,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +60,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,48,United-States,0 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +27,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +54,Private,Some-college,Separated,Other-service,Not-in-family,White,Male,28,Columbia,0 +40,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,30,China,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +51,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +64,Federal-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,8,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Tech-support,Wife,Black,Female,38,United-States,0 +31,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +26,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +54,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +31,Private,1st-4th,Never-married,Handlers-cleaners,Not-in-family,White,Male,37,Mexico,0 +39,Private,12th,Married-spouse-absent,Transport-moving,Not-in-family,Black,Male,45,,0 +22,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +68,Private,5th-6th,Separated,Other-service,Not-in-family,White,Male,12,Italy,0 +59,Federal-gov,10th,Divorced,Other-service,Not-in-family,White,Female,37,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +35,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Male,60,United-States,0 +17,State-gov,10th,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +59,Private,5th-6th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,37,United-States,0 +74,Self-emp-not-inc,HS-grad,Widowed,Other-service,Not-in-family,White,Male,20,United-States,0 +28,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +40,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,,0 +20,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +80,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +37,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Own-child,Black,Female,24,United-States,0 +58,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +57,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +23,Federal-gov,Some-college,Never-married,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +36,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,32,Columbia,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,24,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +57,,Some-college,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,60,United-States,1 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +40,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +53,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +31,State-gov,Some-college,Never-married,Tech-support,Not-in-family,White,Male,13,United-States,0 +41,,5th-6th,Married-civ-spouse,,Husband,White,Male,40,Mexico,0 +36,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +30,Private,12th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,Canada,0 +36,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +42,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,Peru,0 +22,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,43,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +43,Private,HS-grad,Married-AF-spouse,Craft-repair,Wife,Black,Female,42,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +30,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,10,United-States,0 +52,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,46,United-States,1 +57,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Other-service,Husband,White,Male,40,Iran,0 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +50,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,China,1 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +69,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,33,United-States,0 +33,,Some-college,Divorced,,Unmarried,Amer-Indian-Eskimo,Male,30,United-States,0 +37,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,Germany,1 +36,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +63,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,65,United-States,0 +17,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,35,Mexico,0 +56,Private,HS-grad,Separated,Craft-repair,Unmarried,White,Male,40,United-States,0 +90,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,20,Philippines,0 +27,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +38,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,20,United-States,0 +33,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +26,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +42,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +32,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,0 +66,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +66,Local-gov,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +49,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Protective-serv,Not-in-family,Black,Male,45,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +22,Federal-gov,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +19,Private,12th,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,20,United-States,0 +71,,HS-grad,Widowed,,Not-in-family,White,Female,40,United-States,0 +37,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,35,United-States,0 +52,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,32,United-States,1 +27,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,46,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +25,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,35,United-States,0 +69,Private,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +50,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +54,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,46,England,1 +17,Private,9th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +34,Private,HS-grad,Never-married,Tech-support,Own-child,Asian-Pac-Islander,Male,35,China,1 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,5,,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +66,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Divorced,Sales,Unmarried,White,Male,30,United-States,0 +49,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,3,United-States,0 +56,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +49,Private,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +40,Federal-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,Puerto-Rico,0 +62,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,25,United-States,1 +34,Self-emp-not-inc,Assoc-voc,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +18,Private,10th,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +28,,11th,Never-married,,Not-in-family,Black,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,Hong,0 +22,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +34,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,48,United-States,0 +53,,Bachelors,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +41,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +46,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +56,Self-emp-not-inc,7th-8th,Divorced,Sales,Other-relative,White,Male,20,Mexico,0 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +43,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,12,United-States,0 +57,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +62,Local-gov,HS-grad,Widowed,Other-service,Not-in-family,White,Female,40,Canada,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,16,United-States,0 +47,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +40,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,40,,1 +48,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +39,Self-emp-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +46,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +72,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,0 +47,Federal-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,Canada,0 +34,Private,HS-grad,Separated,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +41,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +42,Self-emp-inc,1st-4th,Married-civ-spouse,Sales,Husband,White,Male,60,,0 +54,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +59,Private,Doctorate,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +69,Private,5th-6th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,35,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +68,,HS-grad,Widowed,,Not-in-family,White,Male,32,United-States,0 +20,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Self-emp-not-inc,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +48,Private,12th,Widowed,Handlers-cleaners,Unmarried,White,Female,50,United-States,0 +39,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +21,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,18,United-States,0 +22,Private,HS-grad,Never-married,Exec-managerial,Other-relative,White,Female,42,Germany,0 +34,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +46,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Guatemala,0 +47,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +65,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +34,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +28,Private,11th,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +52,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +40,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,38,China,1 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,7,United-States,0 +29,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +31,Self-emp-not-inc,7th-8th,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +42,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Never-married,Craft-repair,Unmarried,Black,Female,40,United-States,0 +22,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,70,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +43,Private,9th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Mexico,0 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +17,Self-emp-inc,10th,Never-married,Other-service,Own-child,Black,Male,35,United-States,0 +54,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +45,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +55,Local-gov,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,1 +65,Federal-gov,10th,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +21,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,45,United-States,0 +40,Private,HS-grad,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +58,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,37,United-States,0 +53,Federal-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,58,United-States,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +56,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,9th,Separated,Handlers-cleaners,Own-child,White,Male,38,United-States,0 +36,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,50,United-States,1 +59,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +33,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +36,Private,Prof-school,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,25,United-States,0 +22,Private,10th,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +25,Private,Masters,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,15,United-States,0 +41,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +30,Private,9th,Never-married,Handlers-cleaners,Unmarried,Black,Male,40,United-States,0 +33,Private,HS-grad,Married-spouse-absent,Craft-repair,Unmarried,White,Male,50,United-States,0 +34,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +21,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +48,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +47,Private,Some-college,Divorced,Sales,Unmarried,White,Female,60,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +18,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,25,United-States,0 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,20,United-States,0 +37,Federal-gov,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +24,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,70,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +75,Private,1st-4th,Married-civ-spouse,Other-service,Other-relative,Black,Female,16,United-States,0 +43,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,70,United-States,1 +64,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +67,,Doctorate,Married-civ-spouse,,Husband,White,Male,5,United-States,1 +36,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Male,20,United-States,0 +73,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Female,36,United-States,0 +46,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,20,United-States,0 +43,Federal-gov,Some-college,Divorced,Handlers-cleaners,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +21,Private,12th,Never-married,Adm-clerical,Other-relative,Black,Male,48,,0 +40,Private,HS-grad,Separated,Sales,Unmarried,Black,Female,25,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +64,Self-emp-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +46,Local-gov,Masters,Divorced,Exec-managerial,Unmarried,White,Female,65,United-States,1 +41,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,70,United-States,0 +29,,Some-college,Divorced,,Unmarried,White,Female,8,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +30,Federal-gov,Bachelors,Never-married,Protective-serv,Not-in-family,White,Female,60,United-States,1 +44,Private,Bachelors,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,40,Cuba,0 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,34,United-States,0 +29,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Poland,1 +27,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,65,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +24,,HS-grad,Never-married,,Other-relative,Amer-Indian-Eskimo,Female,40,United-States,0 +56,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +35,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,62,United-States,0 +23,,Assoc-voc,Never-married,,Not-in-family,Amer-Indian-Eskimo,Female,30,United-States,0 +23,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +42,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +48,Self-emp-inc,HS-grad,Divorced,Sales,Unmarried,Asian-Pac-Islander,Female,84,,0 +27,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,Puerto-Rico,0 +22,,Assoc-acdm,Never-married,,Other-relative,White,Male,15,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,40,China,0 +25,Federal-gov,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,27,United-States,0 +54,Local-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +39,Self-emp-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +75,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,26,United-States,0 +28,Self-emp-not-inc,HS-grad,Never-married,Machine-op-inspct,Other-relative,Black,Male,30,United-States,0 +50,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,50,United-States,0 +62,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +58,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,37,United-States,0 +24,Federal-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Other-relative,White,Female,30,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +34,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,70,United-States,0 +23,Private,HS-grad,Never-married,Priv-house-serv,Unmarried,Other,Female,40,Guatemala,0 +43,Local-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +42,Local-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Japan,1 +52,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +21,,Some-college,Never-married,,Not-in-family,White,Female,35,United-States,0 +56,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +48,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +37,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,70,South,1 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,40,United-States,1 +34,Private,11th,Never-married,Machine-op-inspct,Own-child,Black,Male,45,United-States,0 +52,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,42,United-States,1 +36,Local-gov,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +21,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,9,England,0 +68,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Italy,1 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Male,40,United-States,0 +64,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +17,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Female,23,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +74,,HS-grad,Widowed,,Not-in-family,White,Female,25,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Columbia,0 +51,State-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +67,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,10,United-States,0 +42,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,37,United-States,0 +67,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,16,United-States,0 +41,State-gov,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,36,United-States,0 +51,Private,12th,Divorced,Transport-moving,Unmarried,White,Male,50,United-States,0 +21,,11th,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +39,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +21,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,Columbia,0 +43,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,1 +28,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +31,Private,9th,Never-married,Sales,Not-in-family,White,Male,43,United-States,1 +18,,HS-grad,Never-married,,Own-child,White,Male,30,United-States,0 +27,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Amer-Indian-Eskimo,Female,45,United-States,0 +34,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,England,0 +43,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Self-emp-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,35,United-States,0 +25,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,25,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,Self-emp-not-inc,Some-college,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +49,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +36,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,47,United-States,0 +32,Private,Some-college,Separated,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,32,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,10,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +26,Private,5th-6th,Never-married,Transport-moving,Not-in-family,White,Male,40,,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Unmarried,White,Female,20,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,Mexico,0 +22,Private,9th,Never-married,Machine-op-inspct,Unmarried,White,Male,40,Guatemala,0 +41,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +18,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +36,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,17,United-States,0 +45,Local-gov,Masters,Divorced,Prof-specialty,Own-child,White,Female,55,United-States,0 +38,Local-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +34,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +53,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,Black,Female,30,United-States,0 +45,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,0 +47,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +27,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +61,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +67,Private,HS-grad,Separated,Machine-op-inspct,Other-relative,White,Female,40,United-States,0 +38,Private,Bachelors,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +33,Local-gov,5th-6th,Never-married,Other-service,Unmarried,Other,Female,40,El-Salvador,0 +27,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +24,Private,Bachelors,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,40,Taiwan,0 +23,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +61,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +34,Private,Assoc-voc,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +35,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +36,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,0 +60,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,,Bachelors,Never-married,,Not-in-family,White,Female,43,United-States,0 +64,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,20,United-States,0 +22,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,35,United-States,0 +27,Private,5th-6th,Never-married,Priv-house-serv,Not-in-family,White,Female,65,England,0 +36,State-gov,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +27,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,30,United-States,0 +52,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,24,Vietnam,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Transport-moving,Not-in-family,Black,Male,80,United-States,0 +38,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,30,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,1 +50,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +17,Self-emp-inc,10th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,11th,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Female,40,Mexico,0 +19,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,Some-college,Separated,Sales,Not-in-family,White,Male,60,United-States,1 +39,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +18,Private,9th,Never-married,Machine-op-inspct,Own-child,White,Male,40,Mexico,0 +27,Private,Masters,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +39,Private,Assoc-voc,Never-married,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,35,United-States,0 +32,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +65,Private,11th,Widowed,Sales,Other-relative,White,Female,20,United-States,0 +57,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +48,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,32,Haiti,0 +46,Private,7th-8th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,China,0 +27,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +29,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +21,,HS-grad,Never-married,,Unmarried,Black,Female,25,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,12,United-States,0 +51,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +35,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +30,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +65,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,15,United-States,0 +20,,HS-grad,Married-spouse-absent,,Not-in-family,White,Female,35,United-States,0 +47,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,Japan,0 +17,Private,9th,Never-married,Craft-repair,Own-child,White,Female,16,United-States,0 +38,Local-gov,5th-6th,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +38,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Self-emp-not-inc,HS-grad,Never-married,Sales,Other-relative,White,Female,4,United-States,0 +24,,HS-grad,Separated,,Not-in-family,White,Female,38,United-States,0 +52,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,41,United-States,0 +46,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,58,United-States,1 +22,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +56,Private,Masters,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +37,Self-emp-not-inc,11th,Divorced,Prof-specialty,Unmarried,Black,Female,30,United-States,0 +59,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,55,United-States,1 +19,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Own-child,White,Male,55,United-States,0 +31,Private,9th,Never-married,Craft-repair,Not-in-family,Other,Male,45,United-States,0 +22,Private,Some-college,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,20,Philippines,0 +48,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Unmarried,White,Female,60,United-States,1 +63,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +53,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,10,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,1 +39,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,24,United-States,0 +59,Private,Prof-school,Married-spouse-absent,Prof-specialty,Unmarried,White,Male,50,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +60,State-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +38,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,56,United-States,0 +31,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +61,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +66,,Bachelors,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Male,20,South,0 +60,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +68,,7th-8th,Widowed,,Not-in-family,White,Female,15,United-States,0 +32,Private,Some-college,Divorced,Exec-managerial,Other-relative,White,Male,60,United-States,0 +25,Local-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,20,United-States,0 +43,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,0 +26,,Bachelors,Never-married,,Own-child,White,Male,44,United-States,0 +55,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +66,Private,10th,Widowed,Transport-moving,Not-in-family,White,Female,11,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,50,,0 +58,Self-emp-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +56,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +46,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +33,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +26,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +45,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,Other,Female,6,Puerto-Rico,0 +19,Private,11th,Never-married,Sales,Own-child,White,Male,20,,0 +27,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,99,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,Mexico,1 +38,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +44,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,64,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,60,Philippines,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +53,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,45,Poland,0 +80,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +61,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +48,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,50,United-States,0 +71,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +49,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,6,United-States,0 +39,Federal-gov,HS-grad,Never-married,Armed-Forces,Not-in-family,White,Male,50,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +67,Federal-gov,Bachelors,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,25,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,54,United-States,1 +38,,7th-8th,Married-civ-spouse,,Husband,White,Male,45,United-States,0 +50,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +56,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Farming-fishing,Wife,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +26,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +44,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,1 +27,Private,HS-grad,Married-spouse-absent,Farming-fishing,Own-child,White,Female,40,Mexico,0 +40,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +43,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +31,State-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +57,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +22,Private,Assoc-voc,Never-married,Other-service,Own-child,Black,Female,36,United-States,0 +20,Local-gov,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +39,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,Mexico,0 +27,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,HS-grad,Separated,Transport-moving,Own-child,White,Male,40,United-States,0 +31,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +29,State-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,1 +22,Private,HS-grad,Married-civ-spouse,Other-service,Own-child,White,Male,50,United-States,0 +62,Private,7th-8th,Married-civ-spouse,Protective-serv,Husband,White,Male,91,United-States,0 +29,Federal-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,Other,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,70,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,2,United-States,0 +19,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +20,Private,Assoc-voc,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +65,State-gov,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +24,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,36,United-States,0 +37,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,Local-gov,HS-grad,Divorced,Tech-support,Not-in-family,Black,Female,40,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,60,United-States,1 +28,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,35,United-States,0 +33,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +33,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +27,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +55,Private,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +30,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,8,United-States,0 +54,Private,Some-college,Widowed,Craft-repair,Unmarried,White,Female,50,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,Bachelors,Divorced,Craft-repair,Unmarried,White,Female,25,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,37,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,1 +41,,9th,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,40,Hong,0 +52,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +57,Self-emp-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,48,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +40,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +30,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,25,United-States,0 +26,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Outlying-US(Guam-USVI-etc),0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +26,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +50,Federal-gov,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +36,Private,Masters,Widowed,Tech-support,Unmarried,Asian-Pac-Islander,Female,40,India,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +58,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +17,,11th,Never-married,,Own-child,White,Male,40,United-States,0 +72,Private,Assoc-voc,Separated,Other-service,Unmarried,White,Female,25,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,7th-8th,Married-civ-spouse,Other-service,Wife,White,Female,40,Mexico,0 +20,,HS-grad,Never-married,,Own-child,Black,Female,25,United-States,0 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Some-college,Divorced,Other-service,Unmarried,White,Female,45,United-States,0 +51,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +26,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,42,United-States,0 +44,Private,Masters,Divorced,Sales,Not-in-family,White,Male,24,Iran,0 +43,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,Other,Female,40,United-States,0 +39,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,20,United-States,0 +54,Private,10th,Separated,Sales,Unmarried,White,Female,43,Italy,0 +62,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +30,Private,HS-grad,Never-married,Exec-managerial,Own-child,Black,Female,35,Jamaica,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Self-emp-not-inc,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +84,Local-gov,Assoc-voc,Widowed,Adm-clerical,Not-in-family,White,Female,14,United-States,0 +46,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,60,United-States,0 +67,Local-gov,Masters,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +23,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,42,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,55,United-States,1 +55,,HS-grad,Separated,,Not-in-family,Black,Female,40,United-States,0 +42,State-gov,Prof-school,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Female,20,United-States,0 +60,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +31,Private,12th,Divorced,Transport-moving,Own-child,White,Male,40,United-States,0 +28,Private,7th-8th,Never-married,Adm-clerical,Own-child,White,Male,40,Portugal,0 +31,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,48,United-States,0 +65,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +61,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,Black,Female,40,United-States,0 +43,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +40,State-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,49,United-States,0 +39,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +37,Local-gov,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,27,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +45,Federal-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +30,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +49,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,44,United-States,1 +51,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,72,United-States,1 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,25,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,30,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,,Some-college,Never-married,,Unmarried,Black,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,25,United-States,0 +50,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +25,,Bachelors,Never-married,,Own-child,White,Male,20,United-States,0 +49,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +44,Private,Doctorate,Married-civ-spouse,Exec-managerial,Wife,White,Female,32,United-States,1 +24,Private,Assoc-voc,Never-married,Sales,Unmarried,White,Male,5,United-States,0 +28,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,45,United-States,0 +56,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +82,Private,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,18,United-States,0 +52,Federal-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +32,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +37,Private,Assoc-voc,Separated,Prof-specialty,Unmarried,White,Female,32,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,0 +40,Local-gov,Assoc-voc,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +42,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +35,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +39,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,81,United-States,0 +32,Local-gov,Assoc-voc,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +53,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +17,Never-worked,10th,Never-married,,Own-child,White,Male,30,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,1 +52,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +34,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +27,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +39,State-gov,Masters,Married-civ-spouse,Prof-specialty,Other-relative,Other,Female,38,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,38,United-States,1 +57,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,28,United-States,0 +36,Self-emp-not-inc,Assoc-voc,Separated,Exec-managerial,Not-in-family,White,Male,48,United-States,0 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +30,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +37,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,Black,Female,48,United-States,1 +31,Local-gov,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +32,Private,10th,Never-married,Craft-repair,Other-relative,White,Male,45,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,8,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +39,Federal-gov,Bachelors,Divorced,Tech-support,Unmarried,Black,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +50,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,0 +56,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,28,United-States,0 +48,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +58,Self-emp-not-inc,Masters,Widowed,Other-service,Not-in-family,White,Female,15,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,12,United-States,0 +48,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,70,United-States,0 +48,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,Mexico,0 +55,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,35,Italy,0 +40,Local-gov,Assoc-voc,Never-married,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +52,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +55,Self-emp-not-inc,10th,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +36,Self-emp-not-inc,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +39,Private,Bachelors,Separated,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,40,Philippines,1 +22,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,38,United-States,0 +33,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +55,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +35,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +50,Private,11th,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +29,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +56,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,Assoc-voc,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +60,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,15,United-States,1 +48,Self-emp-inc,Masters,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +65,Local-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +29,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,43,United-States,0 +44,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +73,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,6,United-States,1 +21,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,50,United-States,0 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,1 +43,Federal-gov,Masters,Married-civ-spouse,Protective-serv,Husband,White,Male,35,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,32,United-States,0 +30,Private,Some-college,Separated,Transport-moving,Not-in-family,White,Male,20,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,48,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +55,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,37,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,28,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Greece,0 +51,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +62,Private,Some-college,Widowed,Priv-house-serv,Unmarried,White,Female,40,United-States,0 +24,Self-emp-not-inc,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +17,Self-emp-inc,9th,Never-married,Sales,Own-child,White,Female,40,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,10th,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,0 +58,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +72,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,40,,0 +26,Federal-gov,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +45,,HS-grad,Widowed,,Unmarried,White,Female,38,United-States,0 +72,,Assoc-voc,Widowed,,Not-in-family,White,Female,30,United-States,0 +60,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,Guatemala,0 +38,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +37,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,1 +28,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +38,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Handlers-cleaners,Other-relative,White,Male,25,United-States,0 +70,,Bachelors,Divorced,,Not-in-family,White,Female,7,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +26,Private,Assoc-voc,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +43,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,Black,Male,60,United-States,0 +29,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +25,Federal-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +60,Private,1st-4th,Divorced,Craft-repair,Not-in-family,Other,Male,38,Dominican-Republic,0 +31,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +51,Local-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +36,Private,Bachelors,Divorced,Tech-support,Unmarried,White,Male,20,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +48,Private,Bachelors,Divorced,Adm-clerical,Own-child,White,Male,38,United-States,1 +78,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,0 +72,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,17,United-States,0 +24,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +58,,11th,Married-civ-spouse,,Husband,White,Male,16,United-States,0 +36,Private,11th,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,1 +48,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,30,United-States,0 +28,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,Masters,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,60,United-States,0 +47,Private,5th-6th,Married-civ-spouse,Other-service,Husband,Black,Male,40,Jamaica,0 +50,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +35,Federal-gov,5th-6th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +17,Private,11th,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,42,United-States,0 +35,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Portugal,0 +23,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,32,United-States,0 +79,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +55,Private,11th,Divorced,Sales,Own-child,White,Female,20,United-States,0 +59,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +19,Private,11th,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,19,Philippines,0 +41,Private,5th-6th,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,35,Mexico,0 +32,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Italy,0 +67,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +61,Private,5th-6th,Married-civ-spouse,Farming-fishing,Other-relative,White,Female,45,Mexico,0 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +43,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +35,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +65,Private,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,20,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,England,1 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +34,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +18,Private,7th-8th,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +43,Federal-gov,Some-college,Widowed,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,15,United-States,0 +31,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +40,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,China,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +46,Self-emp-inc,Doctorate,Separated,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +36,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,36,United-States,0 +23,State-gov,5th-6th,Never-married,Transport-moving,Not-in-family,White,Male,35,United-States,0 +21,Private,10th,Separated,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,32,United-States,0 +53,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Male,15,United-States,0 +53,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,72,United-States,0 +58,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,60,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,65,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,,11th,Never-married,,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +31,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +21,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +39,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +36,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +51,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +32,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,48,United-States,0 +56,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Female,32,United-States,0 +35,Private,Assoc-acdm,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +63,Private,12th,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +52,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +33,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,50,United-States,0 +35,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Female,60,United-States,1 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +22,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Male,60,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +59,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +27,Private,5th-6th,Never-married,Other-service,Other-relative,White,Male,40,Mexico,0 +24,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,35,Jamaica,0 +22,State-gov,Some-college,Never-married,Other-service,Other-relative,Black,Male,39,Haiti,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,52,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,25,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +29,,5th-6th,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +66,,Some-college,Divorced,,Other-relative,White,Female,35,United-States,0 +47,Local-gov,Some-college,Married-spouse-absent,Craft-repair,Other-relative,White,Male,45,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +50,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,0 +51,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +28,Private,Bachelors,Never-married,Protective-serv,Not-in-family,White,Female,40,United-States,0 +52,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,Germany,1 +39,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,35,United-States,1 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +42,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +35,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Germany,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,53,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +30,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +52,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +36,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +30,Private,Bachelors,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,52,Taiwan,0 +36,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,96,Mexico,0 +26,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +20,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +70,,5th-6th,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,50,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,35,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +62,Private,HS-grad,Divorced,Priv-house-serv,Unmarried,Black,Female,99,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,44,United-States,0 +58,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +40,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +29,,Some-college,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +45,Self-emp-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,,0 +19,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,20,United-States,0 +37,Private,11th,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +23,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Puerto-Rico,0 +31,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +64,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +28,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +49,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,44,United-States,0 +35,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +45,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +39,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +55,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,45,,0 +46,Self-emp-not-inc,Bachelors,Divorced,Other-service,Unmarried,Asian-Pac-Islander,Female,60,South,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Scotland,0 +25,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Own-child,White,Male,35,United-States,0 +37,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +36,Federal-gov,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,56,United-States,0 +32,Private,Some-college,Never-married,Exec-managerial,Unmarried,Black,Female,35,United-States,0 +34,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,36,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +27,Self-emp-inc,Masters,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +36,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +32,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +52,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,48,United-States,0 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +21,Private,Preschool,Never-married,Farming-fishing,Not-in-family,White,Male,50,Mexico,0 +31,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,32,United-States,0 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,30,United-States,0 +41,Private,Assoc-voc,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,10,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +29,Private,10th,Divorced,Machine-op-inspct,Not-in-family,Black,Female,25,United-States,0 +51,Local-gov,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,33,United-States,1 +23,,Some-college,Never-married,,Not-in-family,White,Female,12,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,1 +39,Private,HS-grad,Separated,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +62,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +22,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +46,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,32,United-States,0 +40,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +31,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,38,United-States,0 +20,Private,HS-grad,Never-married,Prof-specialty,Other-relative,White,Female,40,United-States,0 +37,Local-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +65,Private,Bachelors,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +40,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +60,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +27,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,Ireland,0 +62,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +53,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,35,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +49,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Other-relative,White,Male,40,United-States,0 +36,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +19,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,14,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +63,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,0 +63,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,0 +62,Self-emp-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,1 +51,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +76,Local-gov,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +44,Self-emp-inc,Some-college,Divorced,Sales,Own-child,White,Male,45,United-States,1 +51,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +42,Local-gov,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,35,United-States,0 +43,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +44,Federal-gov,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +35,Private,10th,Widowed,Other-service,Not-in-family,Black,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +60,Private,Assoc-voc,Widowed,Craft-repair,Not-in-family,White,Female,30,United-States,0 +49,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +31,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,1 +57,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +30,Private,9th,Never-married,Craft-repair,Own-child,White,Male,45,United-States,0 +45,Private,10th,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,40,Vietnam,0 +41,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,42,United-States,1 +25,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,18,United-States,0 +51,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Private,5th-6th,Separated,Adm-clerical,Other-relative,White,Male,40,El-Salvador,0 +28,Private,Assoc-voc,Never-married,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +47,,10th,Married-civ-spouse,,Wife,White,Female,20,Cuba,0 +53,Federal-gov,Bachelors,Divorced,Tech-support,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +46,Private,11th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,1 +25,Federal-gov,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +32,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +33,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,20,England,1 +26,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +50,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +30,State-gov,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +35,Local-gov,Masters,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,El-Salvador,0 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,,0 +34,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,1 +32,Private,HS-grad,Separated,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +47,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +26,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,Ireland,0 +54,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +43,Private,7th-8th,Separated,Farming-fishing,Not-in-family,Black,Male,40,United-States,0 +25,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,25,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,34,United-States,0 +45,Private,HS-grad,Divorced,Other-service,Other-relative,Black,Female,35,United-States,0 +24,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +32,Self-emp-not-inc,10th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,35,United-States,0 +57,Private,5th-6th,Separated,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,24,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,51,Cuba,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +74,,1st-4th,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,42,Japan,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,45,United-States,0 +61,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +25,Private,11th,Never-married,Other-service,Not-in-family,White,Male,99,United-States,0 +28,Private,9th,Never-married,Handlers-cleaners,Own-child,Black,Female,24,United-States,0 +20,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +33,Private,Assoc-voc,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +38,State-gov,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,25,United-States,0 +40,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,Black,Male,30,United-States,0 +56,Private,Assoc-acdm,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +38,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +30,,Bachelors,Married-civ-spouse,,Wife,White,Female,4,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Wife,White,Female,40,United-States,0 +18,State-gov,HS-grad,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +68,Private,Some-college,Widowed,Other-service,Not-in-family,White,Female,20,United-States,0 +35,Private,Assoc-voc,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +42,Private,7th-8th,Married-civ-spouse,Other-service,Other-relative,Asian-Pac-Islander,Female,48,,0 +32,Private,10th,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +43,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +30,Private,10th,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +62,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,24,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +28,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,60,Germany,1 +26,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,20,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +25,State-gov,Bachelors,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +28,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,50,Columbia,0 +36,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Male,42,United-States,1 +23,Private,Bachelors,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,40,Mexico,0 +24,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,50,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +25,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Male,8,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,62,United-States,0 +26,Private,Bachelors,Never-married,Sales,Own-child,White,Female,45,,0 +62,,Masters,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,33,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +31,Private,Assoc-acdm,Divorced,Sales,Unmarried,White,Female,45,United-States,0 +34,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,48,United-States,0 +65,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,Mexico,1 +42,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +27,State-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,70,United-States,0 +40,Private,Some-college,Married-civ-spouse,Sales,Wife,Black,Female,40,Puerto-Rico,0 +53,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +30,State-gov,Bachelors,Never-married,Prof-specialty,Other-relative,White,Male,35,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +42,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Male,55,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,15,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +73,,Bachelors,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +40,Private,12th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,37,United-States,1 +39,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,50,United-States,0 +49,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +44,Self-emp-not-inc,Some-college,Divorced,Other-service,Not-in-family,White,Male,45,United-States,0 +27,Private,9th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,37,Portugal,0 +50,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +53,Private,1st-4th,Married-civ-spouse,Other-service,Husband,Black,Male,35,Puerto-Rico,0 +53,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +31,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,Taiwan,1 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +74,,HS-grad,Widowed,,Not-in-family,White,Female,10,United-States,0 +53,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,1 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,0 +60,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,Hungary,1 +59,Private,9th,Separated,Machine-op-inspct,Unmarried,White,Female,40,Mexico,0 +37,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,48,United-States,1 +47,Federal-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +73,Local-gov,Some-college,Never-married,Prof-specialty,Other-relative,White,Female,11,United-States,0 +58,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,20,United-States,0 +18,,11th,Never-married,,Own-child,Black,Male,15,United-States,0 +35,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +24,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,0 +62,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Sales,Own-child,Black,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,36,Canada,0 +25,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,45,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,34,United-States,0 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +52,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +30,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +36,Private,11th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +59,Local-gov,Some-college,Separated,Protective-serv,Not-in-family,White,Male,40,United-States,1 +55,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +70,,Assoc-voc,Never-married,,Not-in-family,White,Male,30,United-States,0 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,,HS-grad,Never-married,,Unmarried,Black,Male,45,United-States,0 +25,Private,11th,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,40,Mexico,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +54,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +42,Self-emp-not-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,48,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,44,United-States,0 +54,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +39,Private,Some-college,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,44,United-States,0 +23,Private,9th,Never-married,Other-service,Unmarried,Black,Female,30,United-States,0 +54,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,42,United-States,0 +23,Private,Masters,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +39,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,25,United-States,0 +67,,HS-grad,Widowed,,Other-relative,White,Female,8,United-States,0 +19,,11th,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,40,Laos,0 +41,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +32,Private,11th,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,30,United-States,0 +60,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +21,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +53,Private,Some-college,Widowed,Adm-clerical,Other-relative,White,Female,22,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +21,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +53,Private,Doctorate,Divorced,Exec-managerial,Not-in-family,White,Female,55,United-States,1 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,Federal-gov,Assoc-acdm,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +29,Private,Masters,Never-married,Exec-managerial,Not-in-family,Black,Male,60,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +32,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +41,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,27,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +57,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +62,Private,Bachelors,Widowed,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +29,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +35,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +52,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +28,Private,10th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +42,Private,Some-college,Widowed,Sales,Unmarried,Black,Female,40,United-States,0 +41,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +31,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,76,United-States,1 +31,Private,5th-6th,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,Mexico,0 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +57,Self-emp-not-inc,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,1 +25,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +32,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,9th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +46,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +17,,10th,Never-married,,Own-child,White,Female,17,United-States,0 +43,State-gov,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +56,Self-emp-not-inc,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +19,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,0 +20,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +42,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +90,Private,HS-grad,Widowed,Transport-moving,Unmarried,White,Male,99,United-States,0 +25,Private,11th,Separated,Machine-op-inspct,Not-in-family,Black,Male,35,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,Jamaica,0 +48,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,0 +48,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +46,Private,Bachelors,Widowed,Tech-support,Unmarried,White,Female,38,United-States,0 +32,Private,5th-6th,Married-civ-spouse,Other-service,Other-relative,White,Male,40,United-States,0 +22,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Married-AF-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,18,United-States,0 +28,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +40,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +54,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +59,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,42,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,18,United-States,0 +25,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,80,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +67,Private,Some-college,Widowed,Prof-specialty,Not-in-family,White,Female,16,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,United-States,0 +35,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Canada,0 +44,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,1 +51,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,47,United-States,1 +55,Private,Bachelors,Widowed,Farming-fishing,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +45,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,78,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +45,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,England,1 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,1 +55,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,0 +59,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,55,United-States,0 +46,Local-gov,Masters,Widowed,Exec-managerial,Unmarried,Black,Female,35,United-States,0 +23,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,Germany,0 +51,Private,11th,Divorced,Transport-moving,Own-child,White,Male,40,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +24,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,12,United-States,0 +20,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,72,United-States,0 +44,Private,Some-college,Divorced,Transport-moving,Unmarried,White,Male,50,United-States,0 +26,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +35,Local-gov,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,38,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Unmarried,Asian-Pac-Islander,Male,40,Vietnam,0 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +28,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +62,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +47,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +36,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,3,United-States,0 +44,State-gov,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,20,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +51,Self-emp-not-inc,Assoc-acdm,Divorced,Transport-moving,Unmarried,Black,Female,30,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +28,Private,Bachelors,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +57,Self-emp-inc,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,1 +33,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,15,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +63,,9th,Separated,,Not-in-family,Black,Male,40,United-States,0 +31,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +34,,Masters,Never-married,,Not-in-family,White,Male,30,United-States,0 +35,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,24,United-States,0 +33,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,50,United-States,1 +36,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +29,Private,Assoc-acdm,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +30,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Female,40,United-States,0 +33,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +59,Private,10th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +67,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +26,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Laos,0 +20,Private,HS-grad,Married-civ-spouse,Prof-specialty,Own-child,White,Female,36,,0 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,39,United-States,0 +44,Federal-gov,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +64,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,15,United-States,0 +47,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +36,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +19,Self-emp-not-inc,Some-college,Never-married,Other-service,Own-child,White,Female,40,Mexico,0 +22,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,35,United-States,0 +56,Private,9th,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,99,United-States,1 +57,Local-gov,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +34,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +22,,11th,Separated,,Unmarried,Black,Female,40,United-States,0 +38,Federal-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +30,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,South,1 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +29,Private,12th,Married-spouse-absent,Other-service,Not-in-family,Black,Female,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,1 +66,,10th,Divorced,,Not-in-family,White,Male,40,United-States,0 +71,Local-gov,HS-grad,Widowed,Exec-managerial,Other-relative,White,Female,33,United-States,0 +20,Private,11th,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,36,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,1 +20,,HS-grad,Never-married,,Own-child,White,Female,40,United-States,0 +61,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +51,Private,9th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +31,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +39,Private,HS-grad,Divorced,Priv-house-serv,Unmarried,Black,Female,16,United-States,0 +36,,HS-grad,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +51,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +49,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +67,Self-emp-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +58,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +67,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,16,Germany,1 +61,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Local-gov,7th-8th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +23,,Assoc-acdm,Never-married,,Own-child,Asian-Pac-Islander,Male,16,Philippines,0 +35,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +35,Private,10th,Never-married,Other-service,Unmarried,Black,Female,38,United-States,0 +20,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,24,United-States,0 +36,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,80,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +24,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,20,United-States,0 +39,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +62,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,30,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +20,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +20,,HS-grad,Married-civ-spouse,,Wife,White,Female,45,United-States,0 +43,Private,Some-college,Divorced,Sales,Unmarried,White,Female,55,United-States,1 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,38,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Male,20,United-States,0 +45,Self-emp-inc,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,,1 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +47,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +54,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +21,Without-pay,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +29,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,99,United-States,0 +68,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,United-States,0 +21,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,48,Mexico,0 +28,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,30,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +35,Private,HS-grad,Separated,Transport-moving,Unmarried,Black,Female,48,United-States,0 +50,Self-emp-not-inc,10th,Never-married,Craft-repair,Not-in-family,White,Male,25,United-States,0 +48,Self-emp-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Exec-managerial,Own-child,Black,Male,40,United-States,0 +53,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,30,United-States,0 +50,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,,5th-6th,Never-married,,Unmarried,White,Female,45,Mexico,0 +53,Private,12th,Married-spouse-absent,Handlers-cleaners,Not-in-family,Other,Male,56,Dominican-Republic,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,48,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Other-service,Wife,White,Female,32,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,1 +45,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +31,Private,9th,Married-civ-spouse,Farming-fishing,Wife,White,Female,42,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +47,Self-emp-not-inc,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,Jamaica,0 +53,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +33,Local-gov,Bachelors,Never-married,Tech-support,Not-in-family,Black,Male,52,United-States,1 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +34,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +46,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +29,Federal-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,0 +61,State-gov,11th,Widowed,Other-service,Unmarried,White,Female,32,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-spouse-absent,Tech-support,Own-child,Black,Male,40,United-States,0 +42,Private,HS-grad,Separated,Craft-repair,Unmarried,White,Male,40,United-States,0 +50,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +74,Private,1st-4th,Married-civ-spouse,Transport-moving,Husband,Black,Male,20,United-States,0 +40,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +75,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +40,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +36,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +42,,11th,Married-civ-spouse,,Husband,White,Male,22,Ecuador,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,18,United-States,0 +36,Private,Assoc-acdm,Separated,Other-service,Unmarried,Black,Female,32,United-States,0 +33,,Assoc-voc,Divorced,,Not-in-family,White,Female,40,France,0 +50,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +47,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +48,Private,HS-grad,Never-married,Tech-support,Unmarried,Black,Female,33,Jamaica,0 +60,Self-emp-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,Masters,Never-married,Prof-specialty,Not-in-family,Black,Male,30,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +51,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +53,Private,9th,Married-spouse-absent,Machine-op-inspct,Unmarried,Black,Male,75,Haiti,0 +34,Private,Masters,Never-married,Tech-support,Unmarried,Black,Female,40,,0 +48,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Mexico,1 +68,,HS-grad,Married-civ-spouse,,Husband,White,Male,45,United-States,0 +32,Private,Assoc-acdm,Divorced,Machine-op-inspct,Not-in-family,White,Female,50,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,4,United-States,0 +31,Private,HS-grad,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +58,Self-emp-not-inc,Bachelors,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +40,Private,Bachelors,Divorced,Sales,Own-child,White,Male,80,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +38,Self-emp-not-inc,10th,Separated,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,1 +63,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,,0 +32,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,36,United-States,0 +25,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +59,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +22,Local-gov,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,10,,0 +49,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +36,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +31,,HS-grad,Married-civ-spouse,,Wife,White,Female,30,Mexico,0 +46,Private,Some-college,Divorced,Priv-house-serv,Unmarried,White,Female,30,United-States,0 +37,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +43,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,44,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,4,United-States,0 +29,Private,Bachelors,Divorced,Other-service,Unmarried,Other,Female,40,United-States,0 +66,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,1 +42,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +60,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,1 +58,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Widowed,Craft-repair,Not-in-family,White,Female,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +39,Private,Prof-school,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,70,United-States,0 +59,Self-emp-not-inc,Prof-school,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +72,,Some-college,Widowed,,Unmarried,Asian-Pac-Islander,Female,4,United-States,0 +35,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,65,Hong,1 +33,Private,Some-college,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Female,45,United-States,0 +40,Private,Assoc-voc,Divorced,Craft-repair,Unmarried,White,Male,50,United-States,1 +26,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +37,Federal-gov,Assoc-voc,Separated,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +68,Self-emp-not-inc,Some-college,Divorced,Transport-moving,Not-in-family,White,Female,20,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,72,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,41,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,28,United-States,0 +39,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +26,Local-gov,Bachelors,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +52,Self-emp-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,65,United-States,1 +52,Private,Bachelors,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +84,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,13,United-States,0 +33,Federal-gov,Some-college,Never-married,Other-service,Not-in-family,White,Female,10,United-States,0 +46,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +30,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,England,1 +66,Private,HS-grad,Widowed,Priv-house-serv,Not-in-family,White,Female,8,United-States,0 +62,Federal-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Italy,1 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,Black,Male,50,,0 +27,Private,Bachelors,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +37,,Assoc-voc,Married-civ-spouse,,Wife,Amer-Indian-Eskimo,Female,40,United-States,0 +38,Private,Some-college,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +42,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,,0 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Poland,0 +21,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +44,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Separated,Other-service,Not-in-family,Black,Male,50,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,6,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +30,Private,HS-grad,Married-spouse-absent,Craft-repair,Other-relative,White,Male,40,United-States,0 +46,Self-emp-not-inc,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +43,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +57,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,48,United-States,0 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,,1 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,24,United-States,0 +22,Without-pay,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +18,,11th,Never-married,,Other-relative,White,Male,7,United-States,0 +28,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +32,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,0 +56,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,42,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +18,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +39,Private,10th,Widowed,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +27,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +56,Self-emp-not-inc,Masters,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Black,Male,60,United-States,1 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,84,United-States,0 +30,Self-emp-not-inc,11th,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,1 +27,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +25,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +30,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Other-service,Husband,White,Male,40,El-Salvador,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Female,20,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,14,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +45,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +23,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,38,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +27,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +45,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +41,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +38,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +51,Federal-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,40,,0 +44,Federal-gov,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Federal-gov,Masters,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,Nicaragua,0 +28,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +45,Local-gov,HS-grad,Divorced,Other-service,Own-child,Black,Female,40,United-States,0 +52,Federal-gov,Assoc-acdm,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Self-emp-inc,Doctorate,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +49,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,18,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +58,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +59,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,47,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +53,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +36,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,China,1 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +33,Private,9th,Separated,Adm-clerical,Not-in-family,White,Male,48,United-States,0 +29,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +43,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +48,Private,Bachelors,Married-spouse-absent,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,36,Philippines,1 +45,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +27,Private,9th,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +21,Private,7th-8th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +63,,HS-grad,Widowed,,Not-in-family,White,Female,4,United-States,0 +39,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +52,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +41,Self-emp-inc,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,1 +27,,11th,Divorced,,Unmarried,White,Female,35,United-States,0 +53,State-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +33,Local-gov,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +37,Private,10th,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +43,Federal-gov,Doctorate,Separated,Prof-specialty,Unmarried,Black,Female,24,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +67,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-spouse-absent,Craft-repair,Not-in-family,Black,Male,40,Dominican-Republic,0 +47,Self-emp-not-inc,Masters,Never-married,Exec-managerial,Not-in-family,Black,Male,25,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,,0 +36,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,35,United-States,0 +24,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +21,Private,9th,Never-married,Other-service,Own-child,White,Female,50,Mexico,0 +40,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +38,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +44,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +20,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,25,United-States,0 +44,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,55,England,1 +49,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,10,United-States,0 +45,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,72,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,32,United-States,1 +32,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +45,State-gov,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,48,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,45,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +52,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +55,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +22,Private,Bachelors,Married-civ-spouse,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,25,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +24,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +49,Private,Bachelors,Divorced,Sales,Other-relative,White,Female,35,United-States,0 +32,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +64,Private,Some-college,Widowed,Other-service,Unmarried,White,Female,24,United-States,0 +37,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,50,United-States,0 +61,Private,7th-8th,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,40,Guatemala,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +43,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +60,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +25,Private,Masters,Married-civ-spouse,Machine-op-inspct,Not-in-family,White,Male,40,Mexico,0 +29,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,55,England,0 +47,Private,1st-4th,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,12,Mexico,0 +20,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +25,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Poland,1 +27,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,27,United-States,0 +23,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,32,United-States,0 +59,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +46,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,37,United-States,0 +66,,7th-8th,Divorced,,Not-in-family,White,Male,40,United-States,0 +46,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,38,United-States,1 +36,Local-gov,11th,Never-married,Other-service,Unmarried,White,Female,23,United-States,0 +44,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +27,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,98,United-States,0 +30,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +68,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +62,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Sales,Own-child,White,Female,35,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,38,Jamaica,0 +34,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,50,,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,75,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +23,State-gov,HS-grad,Never-married,Other-service,Own-child,White,Female,21,United-States,0 +40,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Other-relative,White,Male,40,United-States,0 +26,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +57,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +43,,Some-college,Divorced,,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +49,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Divorced,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +42,State-gov,Bachelors,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Iran,0 +40,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +30,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +42,Private,HS-grad,Widowed,Exec-managerial,Not-in-family,Black,Female,35,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +21,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Own-child,White,Female,40,Dominican-Republic,0 +47,Private,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +22,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +35,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +41,Private,11th,Never-married,Handlers-cleaners,Other-relative,Black,Female,40,United-States,0 +43,Federal-gov,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,53,United-States,0 +60,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +73,Private,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +90,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,England,1 +62,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +19,Private,12th,Never-married,Handlers-cleaners,Own-child,Black,Female,52,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,80,United-States,0 +22,Federal-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,28,United-States,0 +45,Federal-gov,Assoc-acdm,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Male,40,Philippines,0 +26,Local-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,25,United-States,0 +42,Local-gov,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +61,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Divorced,Sales,Not-in-family,Amer-Indian-Eskimo,Male,60,United-States,1 +22,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Female,53,United-States,0 +56,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +24,,Some-college,Never-married,,Unmarried,White,Male,40,United-States,0 +26,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,45,United-States,0 +58,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +25,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +23,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,1 +23,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +72,Private,10th,Widowed,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +54,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +58,Private,Masters,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +65,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,15,United-States,0 +22,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +65,Private,10th,Widowed,Sales,Not-in-family,White,Female,20,United-States,0 +33,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,65,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +34,State-gov,HS-grad,Never-married,Other-service,Own-child,Black,Male,42,United-States,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +23,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Portugal,0 +43,State-gov,Doctorate,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,1 +58,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Private,10th,Separated,Adm-clerical,Unmarried,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +60,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +33,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +29,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +54,State-gov,Doctorate,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +41,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,36,United-States,0 +63,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,27,United-States,0 +23,Private,Bachelors,Never-married,Sales,Own-child,Black,Female,25,United-States,0 +31,Private,Some-college,Married-spouse-absent,Transport-moving,Not-in-family,Black,Male,40,,0 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +59,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +24,Self-emp-not-inc,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,45,United-States,0 +67,Self-emp-not-inc,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +65,,HS-grad,Widowed,,Not-in-family,White,Female,35,United-States,0 +47,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,Guatemala,0 +38,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +55,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +39,Private,Masters,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,0 +24,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,50,Portugal,1 +24,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,40,Thailand,0 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +63,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +18,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +36,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +41,Private,Bachelors,Divorced,Transport-moving,Own-child,Black,Male,40,United-States,0 +57,Private,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,40,China,0 +48,Private,12th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,8,United-States,0 +74,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +44,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +54,Local-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,48,United-States,1 +38,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +18,Private,10th,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +32,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,Other,Female,40,,0 +24,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +19,Self-emp-not-inc,9th,Never-married,Prof-specialty,Not-in-family,White,Male,35,Mexico,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Separated,Handlers-cleaners,Not-in-family,Other,Male,30,United-States,0 +49,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +63,Private,HS-grad,Widowed,Machine-op-inspct,Other-relative,Black,Female,40,Haiti,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +68,Self-emp-inc,HS-grad,Widowed,Other-service,Unmarried,White,Female,15,United-States,0 +41,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +21,,HS-grad,Never-married,,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +50,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +47,Private,Some-college,Divorced,Other-service,Own-child,White,Female,44,United-States,0 +64,,HS-grad,Divorced,,Not-in-family,White,Male,40,United-States,1 +54,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,30,United-States,0 +26,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,State-gov,Bachelors,Separated,Exec-managerial,Not-in-family,White,Male,42,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,0 +50,Private,Assoc-acdm,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +46,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +41,Private,Some-college,Widowed,Adm-clerical,Unmarried,Black,Female,48,United-States,0 +24,Private,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,Columbia,0 +41,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,India,1 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +41,,Assoc-voc,Divorced,,Not-in-family,White,Male,80,United-States,0 +69,Private,7th-8th,Divorced,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +57,Private,Some-college,Separated,Sales,Not-in-family,White,Female,40,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,65,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +48,Self-emp-not-inc,Some-college,Divorced,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +38,Local-gov,Some-college,Married-spouse-absent,Exec-managerial,Unmarried,Black,Female,35,United-States,0 +26,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,Black,Female,20,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,75,United-States,1 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +37,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +28,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,80,,0 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,11th,Never-married,Adm-clerical,Not-in-family,White,Female,40,Germany,0 +45,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +29,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,25,United-States,0 +24,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +58,Private,HS-grad,Divorced,Sales,Other-relative,White,Female,32,United-States,0 +28,Self-emp-inc,Assoc-voc,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +58,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,35,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +59,Private,7th-8th,Married-civ-spouse,Protective-serv,Husband,White,Male,40,Puerto-Rico,0 +39,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +53,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +54,Private,Prof-school,Never-married,Prof-specialty,Other-relative,White,Female,65,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +59,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +42,State-gov,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,1 +36,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +37,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +32,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +19,Private,HS-grad,Separated,Adm-clerical,Own-child,White,Female,30,United-States,0 +55,Local-gov,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,48,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +44,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,5,United-States,0 +23,,5th-6th,Never-married,,Not-in-family,White,Male,50,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +60,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,20,United-States,0 +28,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,40,Cambodia,0 +44,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Mexico,0 +29,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,16,United-States,0 +57,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +34,Self-emp-not-inc,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +44,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,42,United-States,0 +44,Private,Bachelors,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +57,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,22,United-States,0 +37,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,16,United-States,1 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,,1 +27,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +41,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +28,,Bachelors,Never-married,,Not-in-family,White,Male,8,United-States,0 +37,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,8,United-States,0 +24,State-gov,7th-8th,Never-married,Tech-support,Unmarried,White,Female,20,United-States,0 +53,Private,12th,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,48,United-States,0 +54,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,60,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +44,Private,10th,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,30,United-States,0 +43,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,45,Iran,0 +58,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +59,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +35,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +45,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,32,United-States,0 +40,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +25,Federal-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +58,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,50,United-States,1 +69,,1st-4th,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,34,Philippines,0 +23,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,54,United-States,0 +32,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Germany,0 +74,Private,9th,Widowed,Craft-repair,Not-in-family,White,Male,10,,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +24,Federal-gov,Bachelors,Never-married,Armed-Forces,Not-in-family,White,Male,40,United-States,0 +58,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,32,United-States,0 +54,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +60,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +62,,Some-college,Married-civ-spouse,,Husband,Black,Male,35,United-States,1 +27,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Male,40,Jamaica,0 +30,Private,Some-college,Divorced,Other-service,Own-child,White,Female,20,United-States,0 +63,Local-gov,Bachelors,Divorced,Craft-repair,Not-in-family,Black,Male,35,Outlying-US(Guam-USVI-etc),0 +33,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +20,,9th,Never-married,,Own-child,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +21,Private,10th,Never-married,Other-service,Own-child,Black,Male,25,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +20,,HS-grad,Never-married,,Not-in-family,Other,Male,43,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Female,6,United-States,0 +47,Private,Assoc-acdm,Divorced,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +25,Local-gov,Bachelors,Never-married,Adm-clerical,Other-relative,Black,Female,40,United-States,0 +71,Private,Masters,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +69,,11th,Married-civ-spouse,,Husband,White,Male,48,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +57,Private,7th-8th,Widowed,Sales,Other-relative,White,Female,3,United-States,0 +58,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Other-relative,Other,Female,20,Columbia,0 +33,Local-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,66,,0 +56,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +40,Federal-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,32,United-States,0 +42,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,Ecuador,0 +19,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +41,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +28,Self-emp-inc,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +40,Private,10th,Divorced,Machine-op-inspct,Not-in-family,White,Female,35,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,30,United-States,0 +46,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +39,Private,Masters,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +39,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +45,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +50,Self-emp-not-inc,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +34,Private,11th,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,32,United-States,0 +62,Federal-gov,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +57,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,55,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +37,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +58,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Mexico,0 +39,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,1 +34,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,England,1 +45,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,38,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +40,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +39,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,Private,HS-grad,Divorced,Adm-clerical,Other-relative,Amer-Indian-Eskimo,Female,35,United-States,0 +19,,Some-college,Never-married,,Other-relative,White,Female,15,United-States,0 +37,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,1 +60,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Private,7th-8th,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,47,United-States,0 +34,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +23,,Some-college,Never-married,,Own-child,White,Female,10,United-States,0 +19,Private,HS-grad,Never-married,Farming-fishing,Own-child,Black,Male,30,United-States,0 +37,Federal-gov,HS-grad,Never-married,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,11th,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +36,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +22,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Female,36,United-States,0 +32,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Unmarried,White,Male,15,United-States,0 +57,,Some-college,Divorced,,Not-in-family,White,Female,40,United-States,0 +68,Private,7th-8th,Widowed,Other-service,Unmarried,Amer-Indian-Eskimo,Female,20,United-States,0 +70,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +19,State-gov,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,15,Japan,0 +51,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,30,Nicaragua,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +36,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +41,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +25,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +62,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +23,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +26,,Bachelors,Never-married,,Unmarried,White,Female,10,United-States,0 +25,Private,HS-grad,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +48,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Other-relative,Other,Male,40,Mexico,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,15,United-States,1 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +31,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +40,Private,HS-grad,Never-married,Sales,Own-child,Black,Male,40,United-States,0 +30,Self-emp-not-inc,11th,Never-married,Farming-fishing,Own-child,Black,Male,40,United-States,0 +28,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +57,Private,9th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +52,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +37,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +59,Private,9th,Never-married,Other-service,Not-in-family,Black,Male,50,United-States,0 +27,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +43,Federal-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +56,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,72,United-States,0 +37,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +28,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +48,Self-emp-not-inc,HS-grad,Separated,Other-service,Other-relative,White,Female,25,United-States,0 +58,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +36,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,38,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,0 +30,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +22,Private,9th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +55,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,38,United-States,1 +33,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Male,30,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +64,Private,11th,Widowed,Tech-support,Unmarried,White,Female,16,United-States,0 +28,Private,10th,Married-spouse-absent,Craft-repair,Unmarried,White,Male,40,Mexico,0 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,42,United-States,0 +36,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Male,40,Columbia,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Self-emp-not-inc,Doctorate,Divorced,Adm-clerical,Other-relative,Other,Male,40,,0 +56,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +24,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +45,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +56,Local-gov,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Female,40,,0 +35,Federal-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +36,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +50,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +61,Private,7th-8th,Widowed,Other-service,Not-in-family,Black,Female,21,United-States,0 +31,Private,Assoc-voc,Never-married,Transport-moving,Own-child,White,Male,60,United-States,0 +63,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,35,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Divorced,Prof-specialty,Not-in-family,Black,Male,40,Germany,1 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +26,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,48,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +55,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +51,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +56,Private,12th,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +34,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +21,Private,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,70,United-States,0 +34,,10th,Divorced,,Not-in-family,White,Male,40,Columbia,0 +18,Private,12th,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +34,,HS-grad,Married-civ-spouse,,Husband,White,Male,80,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,65,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,12,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,Mexico,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +33,Private,Masters,Divorced,Exec-managerial,Own-child,White,Female,50,United-States,1 +83,Self-emp-not-inc,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Male,8,United-States,0 +34,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +25,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,25,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +33,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +52,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +34,Private,HS-grad,Separated,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +17,Private,9th,Never-married,Other-service,Own-child,Black,Male,26,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,80,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +58,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +39,Private,Some-college,Divorced,Sales,Other-relative,White,Female,35,United-States,0 +59,Local-gov,Some-college,Widowed,Other-service,Not-in-family,White,Female,40,Poland,0 +61,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,45,,0 +20,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +44,Federal-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +28,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +50,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +53,Private,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +47,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,45,India,0 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +38,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +34,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,50,United-States,0 +40,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +63,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,20,United-States,0 +53,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +43,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Male,48,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +68,Private,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,10,United-States,1 +22,,7th-8th,Never-married,,Unmarried,White,Female,40,Mexico,0 +46,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,0 +57,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +38,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +66,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,40,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +38,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +35,Private,11th,Separated,Priv-house-serv,Unmarried,White,Female,8,Mexico,0 +30,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,37,United-States,0 +39,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +31,Private,Masters,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +25,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Priv-house-serv,Not-in-family,White,Female,40,France,0 +59,Local-gov,HS-grad,Separated,Protective-serv,Other-relative,Black,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,15,United-States,0 +64,Private,5th-6th,Separated,Other-service,Other-relative,White,Female,20,Cuba,0 +61,Private,12th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +42,Private,Assoc-voc,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +28,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +53,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +33,Self-emp-not-inc,11th,Divorced,Handlers-cleaners,Not-in-family,White,Male,7,United-States,0 +34,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,48,United-States,0 +67,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,24,Cuba,1 +46,Private,Assoc-acdm,Widowed,Prof-specialty,Unmarried,White,Female,27,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Other,Male,40,United-States,0 +54,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +33,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Male,40,United-States,0 +20,,HS-grad,Never-married,,Own-child,White,Male,32,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,30,,0 +17,,HS-grad,Never-married,,Own-child,Black,Male,40,United-States,0 +45,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,48,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,41,United-States,0 +17,Private,11th,Never-married,Craft-repair,Own-child,White,Female,15,United-States,0 +35,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,30,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,Japan,0 +57,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,Cuba,0 +32,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +39,Local-gov,Bachelors,Separated,Prof-specialty,Not-in-family,Black,Male,30,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,45,United-States,0 +47,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,48,United-States,0 +25,Private,7th-8th,Never-married,Machine-op-inspct,Other-relative,White,Female,40,Dominican-Republic,0 +18,,11th,Never-married,,Own-child,White,Female,35,United-States,0 +41,Federal-gov,Some-college,Married-spouse-absent,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,42,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +51,,Doctorate,Never-married,,Not-in-family,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +28,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,75,United-States,1 +21,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +17,,12th,Never-married,,Own-child,White,Female,25,United-States,0 +55,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +42,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +50,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,Canada,1 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +32,Private,HS-grad,Divorced,Craft-repair,Other-relative,Black,Female,50,United-States,0 +44,Federal-gov,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +50,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +55,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,45,United-States,0 +37,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +59,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +56,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,Self-emp-not-inc,12th,Never-married,Craft-repair,Not-in-family,Black,Male,32,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +44,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,United-States,0 +57,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +18,Private,11th,Never-married,Sales,Not-in-family,White,Female,15,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +47,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +53,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +59,Self-emp-not-inc,Assoc-voc,Never-married,Exec-managerial,Not-in-family,White,Male,35,United-States,1 +35,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,,0 +49,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,60,England,0 +36,State-gov,Masters,Never-married,Prof-specialty,Own-child,White,Female,30,United-States,0 +29,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +52,Private,10th,Divorced,Other-service,Other-relative,White,Female,25,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +44,Self-emp-not-inc,Masters,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +49,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +31,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,Mexico,0 +33,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,15,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +46,,HS-grad,Divorced,,Not-in-family,White,Female,15,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Federal-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,20,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +58,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,0 +48,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,Private,11th,Never-married,Other-service,Own-child,White,Male,50,United-States,0 +67,Local-gov,7th-8th,Widowed,Other-service,Not-in-family,White,Female,20,United-States,0 +39,Self-emp-not-inc,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +52,Federal-gov,Assoc-voc,Divorced,Farming-fishing,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Self-emp-not-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +41,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +59,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +23,Private,Assoc-acdm,Never-married,Other-service,Own-child,Black,Male,44,United-States,0 +42,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,15,United-States,0 +54,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,1 +39,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,60,United-States,0 +57,Local-gov,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +51,Private,10th,Divorced,Other-service,Unmarried,White,Female,25,United-States,0 +31,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Married-spouse-absent,Adm-clerical,Own-child,Black,Female,45,United-States,0 +35,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +42,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +38,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,37,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Canada,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,,Bachelors,Never-married,,Not-in-family,Black,Male,45,,0 +22,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,1 +72,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,Cuba,0 +25,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +58,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +23,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +63,Private,5th-6th,Widowed,Other-service,Other-relative,Asian-Pac-Islander,Female,19,Philippines,0 +23,Private,9th,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +75,Private,Preschool,Never-married,Priv-house-serv,Not-in-family,Asian-Pac-Islander,Female,48,Philippines,0 +52,Private,Some-college,Divorced,Sales,Unmarried,White,Female,50,United-States,0 +69,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,10,United-States,0 +52,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +40,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +34,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +21,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,8,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Other-relative,White,Female,40,United-States,0 +46,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,32,United-States,0 +33,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,37,United-States,0 +22,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +75,Self-emp-not-inc,Some-college,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,30,United-States,0 +55,Private,11th,Widowed,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +24,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +45,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,56,United-States,1 +31,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +61,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +44,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +28,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +79,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +51,Private,HS-grad,Divorced,Other-service,Other-relative,Black,Female,30,United-States,0 +44,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +46,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Widowed,Other-service,Unmarried,Asian-Pac-Islander,Female,20,United-States,0 +23,Private,12th,Never-married,Other-service,Not-in-family,White,Female,38,United-States,0 +25,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +48,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,8,United-States,0 +18,Private,11th,Never-married,Other-service,Other-relative,Black,Female,24,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,45,United-States,0 +26,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +42,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +62,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,United-States,1 +30,Private,Some-college,Never-married,Exec-managerial,Own-child,Black,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +34,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +43,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Female,60,United-States,0 +25,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Widowed,Other-service,Own-child,White,Female,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +28,Private,Some-college,Divorced,Sales,Unmarried,White,Female,45,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,Black,Female,25,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,9th,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,Mexico,0 +48,Self-emp-not-inc,7th-8th,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +36,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +39,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +32,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +46,Private,Preschool,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Mexico,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,35,United-States,0 +30,Private,Some-college,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +35,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,,Bachelors,Never-married,,Not-in-family,White,Male,55,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +25,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +64,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,35,United-States,1 +18,Private,HS-grad,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,20,United-States,0 +59,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,State-gov,HS-grad,Divorced,Protective-serv,Unmarried,Black,Female,40,United-States,0 +30,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,15,United-States,0 +24,Private,5th-6th,Never-married,Machine-op-inspct,Other-relative,White,Female,40,Mexico,0 +22,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,56,United-States,1 +35,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +48,Local-gov,Masters,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +35,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Craft-repair,Not-in-family,Black,Male,60,United-States,0 +21,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Male,40,Taiwan,0 +26,Private,Some-college,Never-married,Other-service,Own-child,Black,Female,50,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +40,State-gov,Bachelors,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +70,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +34,Private,Masters,Never-married,Exec-managerial,Unmarried,White,Female,50,United-States,0 +34,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +66,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +40,Private,HS-grad,Separated,Transport-moving,Unmarried,Black,Male,40,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +59,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,,Masters,Never-married,,Not-in-family,Black,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +33,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +18,Private,11th,Never-married,Other-service,Other-relative,White,Male,20,United-States,0 +25,Private,9th,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,20,United-States,0 +40,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +68,,HS-grad,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +30,Private,Assoc-acdm,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +73,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,1 +45,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,10,United-States,0 +23,Private,11th,Never-married,Adm-clerical,Unmarried,Black,Male,35,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Divorced,Craft-repair,Own-child,Black,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,35,United-States,0 +53,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,0 +49,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,0 +40,State-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Female,6,United-States,0 +36,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,1 +35,Private,Bachelors,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +53,Federal-gov,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,50,United-States,1 +42,Local-gov,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,65,United-States,1 +32,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +33,Private,HS-grad,Divorced,Adm-clerical,Own-child,Other,Female,65,United-States,0 +59,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,60,United-States,0 +36,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,0 +37,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Cuba,1 +31,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +44,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,38,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +29,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +48,Self-emp-not-inc,Masters,Widowed,Exec-managerial,Unmarried,White,Female,40,,1 +42,Private,HS-grad,Never-married,Exec-managerial,Unmarried,Black,Female,25,United-States,0 +60,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +35,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +39,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +34,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,36,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Other-relative,Black,Male,22,United-States,0 +18,,HS-grad,Widowed,,Own-child,White,Male,40,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,Local-gov,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +49,Private,Assoc-voc,Never-married,Sales,Other-relative,Black,Male,40,,0 +52,Private,11th,Separated,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +39,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,49,United-States,0 +31,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,25,United-States,0 +30,State-gov,Masters,Never-married,Adm-clerical,Not-in-family,Black,Female,20,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +51,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +34,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +22,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Female,30,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,45,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +26,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +27,Local-gov,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +65,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +31,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,Mexico,0 +45,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +37,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +47,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +40,Private,10th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +21,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Mexico,0 +33,Private,HS-grad,Divorced,Transport-moving,Not-in-family,Black,Male,55,United-States,0 +29,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,52,United-States,0 +41,Private,Some-college,Separated,Transport-moving,Not-in-family,White,Male,35,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +20,State-gov,Some-college,Never-married,Exec-managerial,Own-child,White,Male,54,United-States,0 +34,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +78,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +59,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,24,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +31,Local-gov,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,38,United-States,1 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,56,United-States,1 +46,Local-gov,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,44,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +44,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +61,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +38,State-gov,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +50,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Italy,1 +53,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,36,United-States,1 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +19,Private,Assoc-voc,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +59,Self-emp-not-inc,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,20,England,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +49,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +36,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +26,Private,11th,Never-married,Other-service,Own-child,Black,Male,32,United-States,0 +18,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +60,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,15,United-States,0 +43,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +42,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +41,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +55,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +28,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +24,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +21,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +21,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Japan,1 +42,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +36,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,0 +32,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +27,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,32,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +45,Local-gov,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,35,United-States,0 +45,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Female,8,United-States,0 +41,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +34,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +33,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,60,United-States,1 +17,,10th,Never-married,,Own-child,Other,Female,20,United-States,0 +51,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,60,United-States,0 +33,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,White,Female,18,United-States,0 +52,Private,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,30,United-States,1 +36,,Some-college,Divorced,,Own-child,White,Female,32,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +38,,Some-college,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +64,Self-emp-not-inc,9th,Separated,Transport-moving,Not-in-family,White,Male,45,United-States,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,38,United-States,0 +38,,HS-grad,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +24,Private,10th,Never-married,Other-service,Other-relative,White,Male,30,Mexico,0 +43,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +18,,Some-college,Never-married,,Own-child,White,Female,25,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +81,,HS-grad,Married-civ-spouse,,Husband,White,Male,18,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +52,Private,11th,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,36,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +23,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,15,United-States,0 +26,Private,11th,Separated,Craft-repair,Other-relative,White,Male,50,United-States,0 +33,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,40,Cuba,0 +39,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Female,40,United-States,0 +44,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +54,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,15,United-States,0 +45,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,India,1 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +37,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +33,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +32,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +47,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Male,30,United-States,0 +64,Self-emp-inc,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +30,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,1 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +26,State-gov,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +50,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,10,United-States,0 +63,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +48,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,1 +37,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +51,,HS-grad,Married-civ-spouse,,Husband,White,Male,28,United-States,0 +29,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +69,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +26,,Bachelors,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +39,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,Self-emp-not-inc,HS-grad,Separated,Other-service,Not-in-family,White,Female,22,United-States,0 +41,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +31,,Bachelors,Married-civ-spouse,,Wife,White,Female,20,United-States,1 +46,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +46,Without-pay,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,25,United-States,0 +33,Private,5th-6th,Separated,Other-service,Unmarried,White,Female,40,Mexico,0 +46,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +49,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,50,France,0 +66,,HS-grad,Widowed,,Not-in-family,Other,Female,35,Puerto-Rico,0 +55,State-gov,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +47,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,16,Germany,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,56,United-States,0 +38,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +23,,Assoc-acdm,Never-married,,Own-child,White,Male,20,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +44,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +37,Private,HS-grad,Never-married,Transport-moving,Other-relative,White,Female,40,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +73,,Assoc-voc,Married-spouse-absent,,Not-in-family,White,Female,32,United-States,0 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,,Some-college,Divorced,,Own-child,White,Female,20,,0 +49,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +17,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +42,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +30,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,State-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,37,Hong,0 +53,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +32,Private,11th,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,60,United-States,1 +39,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,50,Poland,1 +40,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +28,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +42,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +35,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +35,Private,12th,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +71,Private,7th-8th,Widowed,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +31,Private,HS-grad,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +25,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +35,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,25,United-States,0 +69,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,0 +35,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +51,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +48,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,44,United-States,0 +49,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +53,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,99,United-States,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,Some-college,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +49,State-gov,Prof-school,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +30,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +34,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Female,42,United-States,0 +23,Private,Bachelors,Never-married,Tech-support,Not-in-family,Black,Female,45,United-States,0 +46,Private,Some-college,Separated,Sales,Not-in-family,White,Male,42,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +63,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +33,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +24,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +36,Private,Some-college,Never-married,Other-service,Own-child,White,Male,45,United-States,0 +25,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +54,Local-gov,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +50,Self-emp-not-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +58,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,20,England,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Separated,Sales,Own-child,White,Female,26,United-States,0 +22,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +80,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,0 +52,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +40,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,1 +48,Private,10th,Separated,Machine-op-inspct,Own-child,White,Female,48,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,25,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,42,United-States,1 +21,,Some-college,Never-married,,Not-in-family,White,Female,28,United-States,0 +58,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +29,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +30,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,0 +59,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,10,United-States,0 +36,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Ecuador,1 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,45,United-States,1 +27,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +41,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,60,India,1 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,70,South,1 +41,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Female,28,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,15,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +38,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +27,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,88,United-States,0 +21,Private,10th,Never-married,Handlers-cleaners,Not-in-family,Other,Male,40,Dominican-Republic,0 +41,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +42,Self-emp-not-inc,Assoc-acdm,Divorced,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,35,United-States,0 +25,Private,10th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +40,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,Black,Male,9,United-States,0 +18,Private,11th,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +37,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +58,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +36,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +25,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +62,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,35,United-States,0 +55,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,38,United-States,0 +44,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,Black,Female,45,United-States,0 +31,Private,1st-4th,Separated,Handlers-cleaners,Unmarried,White,Male,35,Honduras,0 +42,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,38,United-States,0 +26,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +62,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,98,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +44,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +47,,7th-8th,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +35,Private,Some-college,Married-spouse-absent,Farming-fishing,Own-child,White,Male,40,United-States,0 +46,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +46,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Male,56,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,53,United-States,1 +66,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,8,United-States,1 +34,State-gov,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,20,United-States,0 +26,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +46,Private,9th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +44,,10th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +54,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,68,United-States,1 +54,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +71,Private,9th,Widowed,Sales,Unmarried,White,Female,13,United-States,0 +51,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +75,,HS-grad,Married-AF-spouse,,Wife,White,Female,14,United-States,0 +57,Private,11th,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,Canada,0 +34,Private,9th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +40,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +50,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,44,Ireland,0 +37,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +19,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,99,United-States,0 +64,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +39,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +18,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,40,Columbia,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,55,United-States,1 +53,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +51,Private,10th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +77,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,8,United-States,0 +25,Private,Some-college,Never-married,Sales,Own-child,Black,Female,30,United-States,0 +38,Local-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +19,Private,11th,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +47,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +72,,Bachelors,Separated,,Not-in-family,White,Female,7,United-States,0 +42,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Self-emp-inc,Masters,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +29,Private,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +42,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +29,Private,HS-grad,Never-married,Protective-serv,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +36,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +78,Self-emp-inc,HS-grad,Widowed,Sales,Not-in-family,White,Male,45,United-States,1 +43,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,32,United-States,1 +34,State-gov,Some-college,Separated,Exec-managerial,Own-child,White,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +24,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Federal-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +21,Private,9th,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +51,Private,Assoc-acdm,Separated,Other-service,Not-in-family,Black,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +20,,Some-college,Never-married,,Other-relative,Black,Male,10,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,42,United-States,1 +36,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +30,Private,11th,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +60,State-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +56,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +57,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +61,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +61,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +45,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Male,70,United-States,1 +31,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +60,Self-emp-not-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Male,50,United-States,1 +26,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,11th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +45,Private,11th,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,65,United-States,1 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +58,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +38,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +55,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +34,State-gov,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +43,Federal-gov,Bachelors,Married-spouse-absent,Tech-support,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +17,Private,9th,Never-married,Transport-moving,Not-in-family,White,Male,20,United-States,0 +51,Self-emp-not-inc,10th,Widowed,Transport-moving,Other-relative,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +48,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +23,Private,Assoc-voc,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,45,England,0 +24,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +50,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,5th-6th,Never-married,Farming-fishing,Other-relative,White,Male,40,Mexico,0 +53,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Protective-serv,Wife,Black,Female,40,United-States,0 +25,,Some-college,Never-married,,Not-in-family,Amer-Indian-Eskimo,Female,20,United-States,0 +30,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,20,United-States,0 +49,,HS-grad,Widowed,,Not-in-family,Black,Female,40,United-States,0 +23,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +40,Private,10th,Separated,Transport-moving,Own-child,White,Male,35,United-States,0 +45,Local-gov,Assoc-acdm,Divorced,Tech-support,Own-child,White,Male,40,United-States,0 +61,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,0 +35,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,55,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +27,Private,10th,Never-married,Adm-clerical,Own-child,White,Male,60,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,0 +65,Local-gov,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,South,1 +45,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,Germany,0 +46,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +67,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,32,United-States,0 +40,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +44,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +28,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Female,48,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +54,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +33,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +46,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +27,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +49,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +51,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +66,,Assoc-voc,Widowed,,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,38,United-States,0 +35,Federal-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,60,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,50,Philippines,1 +50,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,70,United-States,1 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +21,Private,9th,Never-married,Craft-repair,Own-child,White,Male,30,El-Salvador,0 +33,Private,9th,Never-married,Other-service,Not-in-family,White,Male,45,El-Salvador,0 +48,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +22,Private,HS-grad,Never-married,Priv-house-serv,Own-child,White,Female,36,United-States,0 +29,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Japan,0 +42,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,Hungary,0 +36,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,38,United-States,0 +66,Local-gov,HS-grad,Widowed,Other-service,Not-in-family,White,Female,25,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,0 +45,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +49,Private,HS-grad,Divorced,Other-service,Own-child,Black,Female,40,United-States,0 +36,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,45,El-Salvador,0 +48,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +20,Private,Some-college,Divorced,Other-service,Own-child,White,Female,29,United-States,0 +39,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +29,Local-gov,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +52,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,United-States,1 +22,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,44,United-States,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,0 +43,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +40,Private,Assoc-voc,Separated,Sales,Not-in-family,Black,Male,44,United-States,0 +40,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,30,Canada,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,Taiwan,1 +54,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +44,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +40,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,Scotland,0 +29,Private,Some-college,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Private,Some-college,Divorced,Sales,Own-child,White,Male,45,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,40,Cuba,0 +51,Local-gov,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Sales,Own-child,Black,Male,10,United-States,0 +22,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,44,United-States,0 +37,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +58,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +61,Private,10th,Widowed,Farming-fishing,Unmarried,White,Male,20,United-States,0 +30,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +30,Private,10th,Divorced,Other-service,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,25,Canada,0 +34,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,12,,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +23,Private,Some-college,Never-married,Priv-house-serv,Own-child,White,Female,10,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,1 +44,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,16,,0 +25,Private,Bachelors,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +33,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +44,Private,11th,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +53,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +54,Local-gov,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,Mexico,0 +60,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +58,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +27,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,60,United-States,0 +33,Local-gov,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +41,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,Poland,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +27,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +46,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,1 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,1 +41,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +41,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Local-gov,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,Mexico,0 +57,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,42,United-States,0 +49,Private,7th-8th,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,Mexico,0 +52,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,0 +37,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,Self-emp-inc,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +39,Self-emp-inc,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,60,United-States,0 +54,Local-gov,Some-college,Divorced,Craft-repair,Unmarried,White,Male,42,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +22,Local-gov,HS-grad,Never-married,Protective-serv,Unmarried,White,Male,56,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,25,United-States,0 +65,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,10,United-States,1 +32,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +25,Private,7th-8th,Never-married,Machine-op-inspct,Unmarried,White,Male,40,El-Salvador,0 +34,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +47,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,55,United-States,0 +24,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,98,United-States,0 +63,Federal-gov,Doctorate,Divorced,Exec-managerial,Not-in-family,White,Female,60,United-States,1 +48,Private,5th-6th,Never-married,Priv-house-serv,Unmarried,White,Female,35,Nicaragua,0 +26,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +28,Private,Some-college,Separated,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,12,United-States,0 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,India,1 +64,State-gov,Bachelors,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,50,United-States,1 +28,Private,7th-8th,Married-civ-spouse,Sales,Other-relative,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +44,Private,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +34,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +18,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +36,Private,12th,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,United-States,0 +73,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,Mexico,0 +29,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +33,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +57,Federal-gov,HS-grad,Separated,Adm-clerical,Other-relative,Black,Female,35,United-States,0 +41,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Female,40,,0 +55,Private,10th,Widowed,Transport-moving,Not-in-family,Black,Female,35,United-States,0 +21,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +26,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Other,Male,50,United-States,0 +32,,Bachelors,Married-civ-spouse,,Wife,White,Female,20,United-States,1 +40,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +59,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +29,Self-emp-not-inc,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,48,United-States,0 +59,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,1 +58,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +66,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +31,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Separated,Other-service,Not-in-family,White,Female,16,United-States,0 +75,,Doctorate,Never-married,,Not-in-family,White,Male,40,United-States,0 +41,State-gov,Assoc-acdm,Divorced,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,36,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +24,Private,11th,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +25,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,Germany,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,Doctorate,Divorced,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Other-relative,Black,Female,24,United-States,0 +32,Private,7th-8th,Never-married,Priv-house-serv,Not-in-family,White,Female,15,Mexico,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +24,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +33,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,0 +76,,Some-college,Widowed,,Unmarried,White,Female,40,United-States,0 +57,Local-gov,Masters,Married-civ-spouse,Protective-serv,Husband,White,Male,14,United-States,1 +53,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,38,United-States,0 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +50,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +40,Private,Assoc-voc,Separated,Craft-repair,Not-in-family,White,Female,60,United-States,0 +26,,10th,Separated,,Not-in-family,White,Male,40,United-States,0 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +39,Federal-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +49,State-gov,Some-college,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +28,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,7,United-States,0 +33,,Some-college,Married-civ-spouse,,Wife,Black,Female,30,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,11th,Never-married,Transport-moving,Own-child,White,Male,50,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,0 +37,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +55,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +26,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +43,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +19,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,El-Salvador,0 +38,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,75,United-States,0 +38,Private,5th-6th,Married-civ-spouse,Sales,Husband,White,Male,40,Mexico,0 +65,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +70,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,,HS-grad,Widowed,,Unmarried,White,Female,25,United-States,0 +44,Private,Bachelors,Separated,Machine-op-inspct,Unmarried,Black,Female,7,United-States,0 +32,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +30,Local-gov,HS-grad,Never-married,Protective-serv,Own-child,Black,Female,40,United-States,0 +49,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,1 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,16,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +27,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +43,State-gov,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +33,Federal-gov,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,38,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +30,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,45,United-States,0 +38,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +57,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,30,United-States,0 +42,Local-gov,Masters,Separated,Exec-managerial,Unmarried,Black,Male,45,United-States,1 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +32,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +51,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +36,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,20,,0 +24,Private,Some-college,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +41,Local-gov,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,44,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,45,Cambodia,0 +17,Private,9th,Never-married,Other-service,Own-child,Black,Male,35,United-States,0 +45,Private,1st-4th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +39,State-gov,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,35,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,Amer-Indian-Eskimo,Female,4,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +39,Private,Masters,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +42,Private,HS-grad,Separated,Transport-moving,Other-relative,Black,Male,40,United-States,0 +22,Private,5th-6th,Married-civ-spouse,Craft-repair,Other-relative,White,Male,40,Mexico,0 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +59,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +45,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,45,United-States,0 +21,Private,11th,Never-married,Craft-repair,Own-child,White,Male,45,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +34,Local-gov,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +40,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +45,Private,11th,Divorced,Adm-clerical,Unmarried,White,Female,16,United-States,0 +38,Self-emp-not-inc,10th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +37,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +62,Private,10th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +32,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,4,United-States,1 +43,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,,Bachelors,Married-civ-spouse,,Wife,Asian-Pac-Islander,Female,40,China,0 +28,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,55,United-States,0 +49,,Some-college,Widowed,,Unmarried,White,Female,28,United-States,0 +47,Local-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,7,United-States,1 +59,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Other-relative,White,Male,40,United-States,0 +57,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +37,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +20,Local-gov,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +20,Local-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,28,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,40,United-States,0 +24,Private,HS-grad,Married-spouse-absent,Sales,Own-child,White,Female,36,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +21,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Divorced,Sales,Own-child,White,Male,45,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +69,Self-emp-not-inc,7th-8th,Never-married,Farming-fishing,Other-relative,White,Male,10,United-States,0 +39,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +43,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +51,Federal-gov,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +35,Self-emp-not-inc,11th,Divorced,Exec-managerial,Unmarried,White,Female,84,United-States,0 +32,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,21,United-States,0 +64,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +44,Private,1st-4th,Married-civ-spouse,Protective-serv,Other-relative,White,Male,40,Mexico,0 +40,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +61,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,25,United-States,0 +47,Self-emp-inc,7th-8th,Never-married,Craft-repair,Not-in-family,Other,Male,40,,0 +39,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +25,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +34,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +54,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Other,Male,50,Puerto-Rico,0 +33,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,14,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +70,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,16,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Nicaragua,0 +36,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,12,United-States,1 +50,Local-gov,11th,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Female,30,United-States,0 +31,Private,Some-college,Separated,Tech-support,Unmarried,Black,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +39,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +29,Private,7th-8th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +39,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +17,Private,7th-8th,Never-married,Farming-fishing,Other-relative,Other,Male,40,Mexico,0 +46,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,10th,Divorced,Other-service,Unmarried,Black,Female,23,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Other-relative,Black,Female,40,United-States,0 +61,Local-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Male,25,,0 +39,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,1 +24,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,41,United-States,0 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,8,United-States,0 +61,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,1 +69,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,25,United-States,0 +26,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +34,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +70,Private,9th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +53,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +46,Self-emp-inc,Masters,Divorced,Sales,Not-in-family,White,Male,60,United-States,1 +36,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,37,United-States,0 +39,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,48,United-States,0 +78,,Bachelors,Married-civ-spouse,,Husband,White,Male,3,United-States,0 +30,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Female,30,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,16,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,56,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Craft-repair,Own-child,White,Male,40,United-States,1 +50,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +27,Federal-gov,Bachelors,Never-married,Protective-serv,Not-in-family,White,Female,35,United-States,0 +46,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +68,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,24,United-States,0 +38,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +41,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Male,20,United-States,0 +31,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Own-child,White,Female,48,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +51,Private,Some-college,Widowed,Machine-op-inspct,Unmarried,White,Female,36,United-States,0 +26,Federal-gov,Bachelors,Never-married,Tech-support,Not-in-family,Other,Male,60,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +28,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +53,Private,Bachelors,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +40,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +21,,7th-8th,Never-married,,Own-child,White,Male,40,United-States,0 +53,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,34,United-States,0 +34,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +64,Private,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,,Bachelors,Never-married,,Not-in-family,White,Male,13,United-States,0 +38,Federal-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,57,Canada,1 +47,Local-gov,Masters,Divorced,Protective-serv,Not-in-family,Black,Male,50,United-States,1 +48,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,China,1 +57,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +37,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +37,Private,11th,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,1 +32,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,14,United-States,0 +64,Federal-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +46,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +24,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,44,United-States,0 +34,Private,Masters,Divorced,Prof-specialty,Own-child,White,Female,60,United-States,1 +30,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Female,40,United-States,0 +58,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +37,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,25,United-States,0 +35,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Female,40,United-States,0 +18,Private,5th-6th,Never-married,Handlers-cleaners,Other-relative,White,Male,30,Honduras,0 +46,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +71,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,1 +44,Private,10th,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +45,Private,10th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +40,Private,12th,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Cuba,1 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,40,China,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,Bachelors,Divorced,Tech-support,Unmarried,White,Female,35,United-States,0 +59,State-gov,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +22,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,37,United-States,0 +44,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +76,Private,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +50,Local-gov,10th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +33,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +37,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +49,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +48,Self-emp-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +49,Private,HS-grad,Separated,Prof-specialty,Unmarried,White,Female,40,Puerto-Rico,0 +22,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,England,0 +36,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +57,,Some-college,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +30,State-gov,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +40,Local-gov,HS-grad,Never-married,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Italy,1 +55,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +52,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,35,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +23,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,65,United-States,0 +55,Self-emp-inc,Bachelors,Divorced,Sales,Not-in-family,White,Female,50,Germany,0 +43,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +62,State-gov,Assoc-acdm,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +42,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,8,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,42,United-States,0 +26,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,60,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,52,United-States,1 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,72,United-States,0 +79,Self-emp-inc,12th,Widowed,Sales,Not-in-family,White,Male,45,United-States,1 +61,Private,7th-8th,Never-married,Other-service,Not-in-family,White,Male,48,United-States,0 +28,Self-emp-not-inc,7th-8th,Never-married,Other-service,Other-relative,White,Female,99,Mexico,0 +60,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Self-emp-inc,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,81,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,1 +35,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +27,Local-gov,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +44,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +25,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,20,United-States,0 +32,Private,7th-8th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,1 +27,Private,Masters,Never-married,Handlers-cleaners,Unmarried,White,Male,30,United-States,0 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +43,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,40,,1 +25,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +52,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Dominican-Republic,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +48,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,44,United-States,0 +62,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,5,United-States,0 +40,Self-emp-not-inc,Assoc-acdm,Never-married,Prof-specialty,Own-child,Black,Female,2,United-States,0 +41,,Some-college,Widowed,,Not-in-family,White,Female,20,United-States,0 +28,Private,5th-6th,Never-married,Other-service,Not-in-family,White,Female,40,Mexico,0 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +50,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +51,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +63,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,48,United-States,0 +63,Federal-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,60,United-States,1 +20,,11th,Divorced,,Not-in-family,White,Female,40,United-States,0 +61,,Some-college,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +40,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,15,Cuba,1 +41,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,,0 +27,,Bachelors,Married-civ-spouse,,Wife,White,Female,24,United-States,1 +20,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +57,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +37,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +43,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +26,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,65,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +45,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,Germany,0 +65,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +59,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,38,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,26,United-States,0 +44,Local-gov,12th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +43,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +59,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +36,State-gov,HS-grad,Never-married,Exec-managerial,Unmarried,Black,Male,90,United-States,0 +68,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +63,Private,11th,Widowed,Sales,Not-in-family,White,Female,30,United-States,0 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,57,United-States,0 +46,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +31,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,35,Poland,0 +23,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +36,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +38,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +46,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +24,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +47,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,Other,Female,40,Puerto-Rico,0 +40,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +31,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +42,Private,5th-6th,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,35,Mexico,0 +48,Self-emp-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,1 +56,Private,Some-college,Separated,Tech-support,Unmarried,Black,Female,38,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +17,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Male,25,United-States,0 +50,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,32,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,15,United-States,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +28,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +62,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,15,United-States,0 +24,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +58,Private,Assoc-acdm,Married-civ-spouse,Priv-house-serv,Other-relative,White,Female,35,Poland,0 +46,,5th-6th,Married-civ-spouse,,Wife,White,Female,40,Mexico,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,,HS-grad,Never-married,,Own-child,White,Female,18,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,42,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +29,Local-gov,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +30,,Bachelors,Married-civ-spouse,,Wife,Other,Female,40,Taiwan,1 +43,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Female,40,Cuba,0 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,1 +69,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,12,United-States,0 +54,Private,HS-grad,Widowed,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,45,United-States,0 +28,Private,12th,Married-civ-spouse,Machine-op-inspct,Other-relative,Other,Male,40,Ecuador,0 +27,Local-gov,Assoc-voc,Never-married,Tech-support,Own-child,White,Female,38,United-States,0 +35,Private,Assoc-acdm,Divorced,Craft-repair,Unmarried,White,Male,45,United-States,1 +38,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +33,State-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +56,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Wife,White,Female,60,Canada,1 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,70,United-States,1 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,Canada,0 +26,Private,Some-college,Never-married,Priv-house-serv,Not-in-family,White,Female,50,Hungary,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +44,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +36,Private,9th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +42,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +44,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +41,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Canada,1 +62,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,11th,Separated,Craft-repair,Not-in-family,White,Male,45,Germany,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +60,Private,Some-college,Separated,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Female,30,United-States,0 +24,Private,12th,Never-married,Machine-op-inspct,Unmarried,White,Male,40,Mexico,0 +24,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +32,,Some-college,Never-married,,Unmarried,White,Female,40,United-States,0 +22,Private,1st-4th,Never-married,Machine-op-inspct,Not-in-family,White,Male,24,Mexico,0 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +31,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +42,Local-gov,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +48,,Assoc-acdm,Divorced,,Not-in-family,White,Female,40,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,United-States,1 +37,Local-gov,Bachelors,Never-married,Tech-support,Own-child,White,Female,42,United-States,0 +37,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +66,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +18,,HS-grad,Never-married,,Own-child,White,Female,24,United-States,0 +46,Private,Assoc-voc,Separated,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +67,Private,HS-grad,Widowed,Exec-managerial,Unmarried,White,Male,38,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +37,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +42,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Italy,1 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,,HS-grad,Separated,,Unmarried,Black,Female,32,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +69,Self-emp-not-inc,Some-college,Widowed,Farming-fishing,Not-in-family,White,Female,14,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Black,Male,48,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +26,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,36,United-States,0 +42,Private,Doctorate,Married-spouse-absent,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,40,Mexico,0 +35,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +42,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +41,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,Assoc-voc,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +42,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +44,,Bachelors,Married-civ-spouse,,Wife,White,Female,16,United-States,1 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +67,Private,1st-4th,Widowed,Machine-op-inspct,Not-in-family,White,Female,34,Ecuador,0 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Separated,Transport-moving,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Separated,Farming-fishing,Other-relative,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +60,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,25,United-States,0 +38,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +21,Local-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +49,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,Black,Female,60,United-States,1 +43,Private,5th-6th,Divorced,Priv-house-serv,Unmarried,White,Female,40,Mexico,0 +26,,11th,Never-married,,Not-in-family,White,Female,65,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,25,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Wife,White,Female,35,United-States,1 +38,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,White,Female,40,United-States,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,0 +58,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +55,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,29,United-States,0 +39,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,Black,Female,35,Jamaica,0 +38,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +54,Self-emp-not-inc,HS-grad,Widowed,Craft-repair,Not-in-family,White,Male,35,United-States,0 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +35,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,52,United-States,0 +44,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,60,Taiwan,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +25,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,8,Italy,0 +54,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +37,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +60,Federal-gov,Assoc-acdm,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +66,Local-gov,7th-8th,Widowed,Other-service,Not-in-family,White,Female,20,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,50,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-spouse-absent,Transport-moving,Other-relative,Asian-Pac-Islander,Male,50,India,1 +29,Private,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,Taiwan,0 +25,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,44,United-States,0 +62,,HS-grad,Widowed,,Not-in-family,White,Female,25,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,1 +49,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +57,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +46,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,45,United-States,0 +37,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +26,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +40,Private,Assoc-voc,Separated,Prof-specialty,Other-relative,White,Female,40,United-States,0 +39,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,40,United-States,0 +39,Private,Assoc-acdm,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,36,Mexico,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Iran,0 +40,Local-gov,Bachelors,Divorced,Tech-support,Not-in-family,White,Female,40,England,1 +57,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +30,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +28,Private,12th,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +31,Private,7th-8th,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,1 +20,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,White,Male,15,United-States,0 +25,Private,12th,Married-civ-spouse,Farming-fishing,Husband,Other,Male,60,Mexico,0 +49,State-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +36,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +41,Private,5th-6th,Married-spouse-absent,Priv-house-serv,Not-in-family,White,Female,32,Mexico,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,12,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +41,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +30,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +29,Local-gov,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +31,Private,7th-8th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +64,,9th,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +55,Private,9th,Married-civ-spouse,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,40,Philippines,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +31,State-gov,12th,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +18,State-gov,11th,Never-married,Other-service,Own-child,White,Male,8,United-States,0 +68,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,24,United-States,0 +50,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +36,Local-gov,Some-college,Never-married,Exec-managerial,Unmarried,Black,Female,48,United-States,0 +44,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +20,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +18,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,30,United-States,0 +49,Self-emp-not-inc,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,,0 +44,Self-emp-not-inc,12th,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,Vietnam,0 +55,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +21,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,0 +39,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,44,United-States,0 +52,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,38,United-States,0 +57,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +67,,7th-8th,Widowed,,Not-in-family,White,Female,35,United-States,0 +58,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +27,Local-gov,Some-college,Never-married,Prof-specialty,Other-relative,White,Male,16,United-States,0 +66,,HS-grad,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +41,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +18,Private,11th,Never-married,Prof-specialty,Own-child,White,Female,16,United-States,0 +58,Private,HS-grad,Widowed,Craft-repair,Unmarried,White,Male,52,Mexico,1 +50,Private,5th-6th,Divorced,Other-service,Not-in-family,White,Male,37,Cuba,0 +31,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +32,Private,10th,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +26,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +33,Local-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +35,State-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +44,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,Mexico,0 +26,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,40,Mexico,0 +48,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +40,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +62,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Male,18,United-States,0 +48,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,Other,Female,38,Ecuador,0 +45,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,51,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,Cuba,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,30,United-States,0 +53,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,0 +49,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +71,Private,HS-grad,Widowed,Sales,Other-relative,White,Female,16,United-States,0 +38,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,36,Mexico,0 +39,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +52,Private,5th-6th,Divorced,Farming-fishing,Unmarried,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +30,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,0 +56,Private,10th,Divorced,Adm-clerical,Unmarried,Black,Female,36,United-States,0 +26,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +36,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,42,United-States,0 +58,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +41,Private,Some-college,Divorced,Sales,Not-in-family,Asian-Pac-Islander,Female,32,United-States,0 +27,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +28,State-gov,Some-college,Separated,Exec-managerial,Own-child,White,Male,40,United-States,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +58,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +27,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +36,Private,HS-grad,Separated,Sales,Unmarried,Black,Female,17,United-States,0 +68,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Self-emp-inc,HS-grad,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,18,United-States,0 +26,Private,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,Black,Female,30,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +32,Private,Some-college,Never-married,Tech-support,Not-in-family,Black,Male,38,United-States,0 +18,Private,11th,Never-married,Exec-managerial,Own-child,White,Female,25,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +60,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,46,United-States,1 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +37,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +21,Private,11th,Married-spouse-absent,Handlers-cleaners,Own-child,White,Male,40,Dominican-Republic,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +47,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +18,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +22,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,16,United-States,0 +36,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,38,El-Salvador,0 +33,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,35,England,0 +53,Self-emp-inc,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,50,South,0 +44,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +54,Self-emp-not-inc,Some-college,Divorced,Sales,Not-in-family,White,Female,35,United-States,0 +51,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +44,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,50,United-States,0 +43,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +26,State-gov,Assoc-acdm,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +30,Private,Bachelors,Never-married,Sales,Own-child,White,Male,18,United-States,0 +30,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,15,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +36,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +25,Self-emp-not-inc,HS-grad,Separated,Craft-repair,Own-child,White,Male,35,United-States,0 +30,Federal-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +46,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,1 +47,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,48,United-States,1 +66,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,26,United-States,1 +43,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +71,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +36,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,55,United-States,1 +46,,HS-grad,Married-spouse-absent,,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +44,Local-gov,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,15,United-States,0 +42,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,45,Philippines,1 +36,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +60,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +37,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +26,Private,Bachelors,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +17,,11th,Never-married,,Own-child,White,Male,18,United-States,0 +45,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +54,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +63,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +27,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,25,United-States,0 +33,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,33,Mexico,0 +64,Private,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +50,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +44,Self-emp-not-inc,Assoc-voc,Widowed,Prof-specialty,Unmarried,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,Vietnam,0 +53,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +33,Local-gov,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +34,Federal-gov,12th,Married-civ-spouse,Armed-Forces,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,70,United-States,0 +43,,Assoc-voc,Widowed,,Not-in-family,White,Female,36,United-States,0 +80,Self-emp-not-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,20,United-States,0 +31,Private,Assoc-acdm,Divorced,Other-service,Not-in-family,White,Female,32,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +53,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Mexico,1 +23,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +52,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +24,Private,HS-grad,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +45,Self-emp-not-inc,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +52,Private,5th-6th,Widowed,Other-service,Unmarried,White,Female,40,Mexico,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +28,Private,HS-grad,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Male,50,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,16,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Self-emp-inc,7th-8th,Never-married,Craft-repair,Unmarried,Black,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +55,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +71,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,17,United-States,0 +47,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +17,Self-emp-inc,10th,Never-married,Sales,Own-child,White,Male,12,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +32,Private,Some-college,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,40,,0 +46,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +39,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Female,48,United-States,0 +30,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +17,Private,9th,Never-married,Other-service,Unmarried,White,Male,20,United-States,0 +33,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +72,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +34,Federal-gov,Some-college,Married-AF-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +65,Private,HS-grad,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Male,40,Cambodia,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +32,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,40,Mexico,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +47,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +31,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +28,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +38,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,50,Italy,1 +34,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,28,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +27,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +50,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,44,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,30,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,38,United-States,0 +29,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +37,Local-gov,Assoc-voc,Never-married,Other-service,Unmarried,Black,Female,32,United-States,0 +42,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +68,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,Vietnam,0 +72,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +45,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,20,United-States,0 +30,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +56,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +25,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Priv-house-serv,Not-in-family,White,Female,40,Guatemala,0 +25,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,37,United-States,0 +31,State-gov,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,38,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,Canada,1 +46,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +44,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +44,Private,11th,Married-civ-spouse,Other-service,Husband,Black,Male,60,United-States,0 +28,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +42,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +64,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +45,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +36,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Private,9th,Separated,Other-service,Unmarried,Other,Female,40,Mexico,0 +33,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +51,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,35,United-States,1 +36,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +40,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,51,United-States,1 +40,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,45,England,0 +46,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +30,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Other-service,Other-relative,White,Male,40,United-States,0 +35,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Prof-school,Never-married,Prof-specialty,Other-relative,White,Male,50,United-States,0 +39,Private,Assoc-acdm,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Self-emp-not-inc,Some-college,Divorced,Other-service,Unmarried,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,1 +79,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,45,United-States,1 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +46,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Male,48,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +41,State-gov,HS-grad,Never-married,Transport-moving,Not-in-family,White,Female,40,United-States,1 +49,Federal-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,35,Peru,0 +63,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +29,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +65,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +42,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Taiwan,1 +44,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,37,United-States,0 +51,,HS-grad,Separated,,Not-in-family,Black,Male,6,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,25,United-States,0 +22,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Own-child,Black,Female,35,Haiti,0 +36,,Some-college,Married-civ-spouse,,Wife,White,Female,25,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +33,Local-gov,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +46,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +49,Private,11th,Married-civ-spouse,Priv-house-serv,Other-relative,White,Female,40,United-States,0 +41,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +52,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,Private,Some-college,Separated,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +53,Federal-gov,Some-college,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +30,Local-gov,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +71,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +20,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Female,30,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +36,,9th,Divorced,,Unmarried,White,Female,40,Mexico,0 +49,Private,HS-grad,Separated,Prof-specialty,Unmarried,White,Female,60,United-States,0 +48,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +30,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +46,Private,Some-college,Married-spouse-absent,Sales,Unmarried,White,Female,40,United-States,0 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +42,Private,Prof-school,Married-civ-spouse,Sales,Wife,Amer-Indian-Eskimo,Female,40,South,1 +52,State-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +57,Private,HS-grad,Divorced,Adm-clerical,Other-relative,Black,Female,40,United-States,0 +35,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,39,United-States,0 +52,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +59,,9th,Divorced,,Not-in-family,White,Female,12,United-States,0 +36,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Cuba,1 +67,Local-gov,HS-grad,Divorced,Protective-serv,Not-in-family,Black,Male,20,United-States,0 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +28,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,42,United-States,0 +72,,7th-8th,Widowed,,Unmarried,White,Female,20,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Private,Bachelors,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +30,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,El-Salvador,0 +20,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +53,State-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +32,,Bachelors,Divorced,,Unmarried,White,Female,32,United-States,0 +34,,Some-college,Married-civ-spouse,,Wife,White,Female,6,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +43,State-gov,HS-grad,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,40,United-States,0 +48,Private,Assoc-voc,Divorced,Other-service,Own-child,White,Female,40,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,32,United-States,0 +34,Private,Some-college,Separated,Sales,Not-in-family,White,Male,45,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +44,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,58,United-States,0 +67,,7th-8th,Married-civ-spouse,,Husband,White,Male,4,United-States,0 +45,Private,Assoc-acdm,Divorced,Tech-support,Unmarried,White,Female,40,,0 +53,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +37,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +32,,10th,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Taiwan,0 +55,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,41,United-States,0 +58,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,24,United-States,1 +74,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,1 +27,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +22,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Female,4,South,0 +44,Self-emp-not-inc,10th,Married-civ-spouse,Other-service,Husband,White,Male,70,United-States,0 +23,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Yugoslavia,0 +45,Private,Some-college,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,55,United-States,1 +29,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +33,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +61,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +29,Private,Assoc-acdm,Married-civ-spouse,Sales,Wife,Other,Female,45,United-States,1 +22,Private,Some-college,Never-married,Sales,Other-relative,White,Male,38,United-States,0 +28,Private,9th,Never-married,Craft-repair,Not-in-family,White,Male,40,El-Salvador,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +28,,10th,Separated,,Not-in-family,White,Male,30,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +19,,Some-college,Never-married,,Not-in-family,White,Female,24,United-States,0 +42,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +34,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +40,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +35,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,27,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,45,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,15,United-States,0 +27,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Female,40,United-States,1 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +80,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +23,State-gov,Some-college,Never-married,Other-service,Not-in-family,White,Male,50,United-States,0 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +50,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +90,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,20,,0 +55,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +72,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,England,0 +65,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +54,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Masters,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +30,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +28,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,53,United-States,0 +55,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Not-in-family,White,Female,32,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,35,United-States,0 +39,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +33,Local-gov,HS-grad,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,65,United-States,0 +32,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,Mexico,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +27,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,36,United-States,0 +33,Private,5th-6th,Divorced,Handlers-cleaners,Unmarried,White,Male,40,Mexico,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Self-emp-not-inc,10th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Private,7th-8th,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +57,Private,12th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +42,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +24,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Other-service,Other-relative,White,Male,15,United-States,0 +43,Self-emp-inc,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,50,United-States,0 +34,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +51,Self-emp-not-inc,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,1 +31,,HS-grad,Married-civ-spouse,,Wife,Black,Female,45,United-States,0 +49,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +28,Private,HS-grad,Divorced,Transport-moving,Unmarried,Black,Female,20,United-States,0 +22,Federal-gov,Some-college,Married-civ-spouse,Sales,Husband,White,Male,37,United-States,0 +26,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +42,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +39,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Federal-gov,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,70,United-States,0 +68,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +30,,Masters,Married-civ-spouse,,Husband,White,Male,46,United-States,1 +32,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Unmarried,Other,Male,40,United-States,0 +53,Private,5th-6th,Married-civ-spouse,Other-service,Other-relative,White,Female,24,Italy,0 +38,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +43,State-gov,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +29,State-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,36,United-States,0 +34,Private,10th,Separated,Other-service,Unmarried,White,Female,36,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +40,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,48,United-States,0 +45,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,45,United-States,0 +43,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,Black,Female,45,United-States,0 +22,,9th,Never-married,,Not-in-family,White,Male,30,United-States,0 +50,Private,Doctorate,Divorced,Prof-specialty,Other-relative,White,Male,50,United-States,1 +72,,Some-college,Married-spouse-absent,,Not-in-family,White,Male,3,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +47,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Male,35,El-Salvador,0 +22,,Some-college,Never-married,,Not-in-family,White,Male,15,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Private,Some-college,Widowed,Other-service,Not-in-family,White,Female,40,,0 +74,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Other-relative,White,Male,40,United-States,0 +70,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Local-gov,Bachelors,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,46,United-States,0 +30,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +29,Local-gov,Assoc-voc,Divorced,Protective-serv,Unmarried,White,Male,56,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,70,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,38,United-States,0 +33,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +39,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,70,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +52,State-gov,Bachelors,Widowed,Exec-managerial,Unmarried,White,Female,55,United-States,0 +35,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,25,United-States,0 +33,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,,9th,Divorced,,Unmarried,White,Female,5,Cuba,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,United-States,1 +66,,1st-4th,Never-married,,Not-in-family,Black,Male,30,United-States,0 +51,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,30,United-States,0 +17,Local-gov,11th,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +19,Self-emp-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,60,United-States,0 +54,Private,11th,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +45,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +47,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,98,United-States,0 +32,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +27,Self-emp-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +42,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,38,United-States,1 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +46,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,42,United-States,0 +47,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +69,,Bachelors,Married-civ-spouse,,Husband,White,Male,10,United-States,1 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +29,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +43,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,55,,1 +90,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,10,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,Japan,1 +24,Private,Preschool,Never-married,Farming-fishing,Not-in-family,White,Male,36,Mexico,0 +24,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,50,United-States,0 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,53,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,42,United-States,1 +30,Private,Bachelors,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +46,Private,Bachelors,Separated,Exec-managerial,Unmarried,White,Female,40,United-States,0 +19,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +39,Private,9th,Separated,Craft-repair,Own-child,White,Male,35,Mexico,0 +43,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +65,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,24,United-States,0 +34,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +24,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,60,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,Amer-Indian-Eskimo,Male,35,United-States,0 +34,Self-emp-inc,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,45,France,1 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,Cuba,1 +37,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,38,Puerto-Rico,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +58,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,25,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,Mexico,0 +33,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +42,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +31,Private,Some-college,Never-married,Protective-serv,Other-relative,Black,Male,40,,0 +57,Private,HS-grad,Separated,Craft-repair,Unmarried,White,Male,40,United-States,0 +67,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,Italy,1 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +36,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Local-gov,Assoc-acdm,Divorced,Other-service,Unmarried,White,Female,13,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +54,Private,10th,Separated,Transport-moving,Unmarried,Black,Male,45,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +50,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,60,South,1 +70,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +61,Private,Bachelors,Divorced,Sales,Not-in-family,Black,Male,48,United-States,1 +51,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,Masters,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +51,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +66,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,1 +57,Self-emp-inc,HS-grad,Separated,Farming-fishing,Not-in-family,White,Male,60,United-States,1 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,,1 +29,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +42,Private,10th,Married-civ-spouse,Craft-repair,Own-child,Other,Male,43,United-States,1 +74,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +50,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +65,Private,HS-grad,Divorced,Other-service,Other-relative,White,Female,14,United-States,0 +64,,HS-grad,Divorced,,Unmarried,White,Female,38,United-States,0 +44,Private,11th,Separated,Other-service,Unmarried,Black,Female,30,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +17,,10th,Never-married,,Own-child,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +32,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +23,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,0 +30,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +32,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Ireland,1 +28,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +29,Local-gov,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,35,Nicaragua,1 +28,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,50,Germany,0 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +56,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,20,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +66,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Male,30,United-States,0 +60,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +54,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,48,United-States,1 +48,Self-emp-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +57,,HS-grad,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +50,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Germany,1 +62,Private,9th,Widowed,Other-service,Unmarried,Black,Female,25,United-States,0 +45,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +55,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +62,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,32,United-States,0 +25,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Guatemala,0 +49,Private,11th,Divorced,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +32,State-gov,Some-college,Never-married,Protective-serv,Unmarried,Black,Female,40,United-States,0 +25,Federal-gov,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +27,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,1 +30,Private,HS-grad,Divorced,Other-service,Other-relative,Asian-Pac-Islander,Female,40,South,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +33,Private,Prof-school,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +33,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +33,Private,11th,Never-married,Adm-clerical,Unmarried,Black,Female,38,United-States,0 +70,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,35,United-States,0 +25,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,42,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +20,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Other-relative,Black,Male,35,United-States,0 +71,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +52,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +25,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,9,United-States,0 +48,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,Self-emp-not-inc,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +32,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,56,United-States,1 +59,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +49,Private,Some-college,Divorced,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +65,,HS-grad,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +53,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,Puerto-Rico,1 +44,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,55,Japan,1 +36,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +37,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +63,,Bachelors,Married-civ-spouse,,Husband,White,Male,54,United-States,1 +67,Self-emp-inc,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,England,1 +29,Private,Bachelors,Never-married,Sales,Unmarried,Black,Male,40,United-States,0 +52,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +36,Private,Some-college,Divorced,Exec-managerial,Unmarried,Black,Female,38,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,Black,Female,30,United-States,0 +31,Private,HS-grad,Never-married,Exec-managerial,Own-child,Black,Male,40,United-States,0 +54,Federal-gov,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,35,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Other,Male,30,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,0 +37,Self-emp-inc,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,70,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,,0 +26,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,20,India,0 +68,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Canada,0 +31,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +80,,HS-grad,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +26,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +63,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,20,United-States,0 +30,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +42,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +64,Federal-gov,Assoc-acdm,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,United-States,1 +32,Private,Bachelors,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,0 +73,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +58,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,15,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Exec-managerial,Own-child,Other,Female,40,United-States,0 +42,,Assoc-acdm,Never-married,,Other-relative,White,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Other-relative,White,Female,40,United-States,0 +38,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +19,Private,12th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +33,Private,9th,Never-married,Sales,Unmarried,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,50,,0 +54,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,55,United-States,1 +23,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +37,Private,9th,Never-married,Priv-house-serv,Not-in-family,White,Female,30,El-Salvador,0 +31,Private,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +56,Self-emp-inc,12th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +25,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,Black,Female,25,United-States,0 +37,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,68,United-States,0 +60,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +59,Federal-gov,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +59,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,,HS-grad,Married-civ-spouse,,Other-relative,White,Male,16,United-States,0 +33,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +33,Self-emp-not-inc,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,99,United-States,0 +29,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,Dominican-Republic,0 +23,State-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,25,Nicaragua,0 +60,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,44,United-States,0 +44,Private,10th,Never-married,Sales,Unmarried,Other,Female,35,Dominican-Republic,0 +18,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,25,United-States,0 +52,Federal-gov,12th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +31,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +30,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,55,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,32,United-States,0 +27,,Bachelors,Married-civ-spouse,,Wife,Black,Female,35,,1 +33,Private,Assoc-voc,Separated,Adm-clerical,Own-child,Black,Female,50,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,35,United-States,0 +63,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Female,20,United-States,0 +63,Self-emp-not-inc,Some-college,Widowed,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +43,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,30,United-States,0 +58,Private,11th,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +70,,Assoc-voc,Widowed,,Unmarried,White,Female,35,United-States,0 +35,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,1 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +20,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,25,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +62,Private,9th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,50,United-States,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,0 +19,Private,12th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +46,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +48,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +29,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +48,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Divorced,Sales,Unmarried,Black,Female,25,United-States,0 +58,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,4,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +33,Federal-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +23,Federal-gov,Some-college,Never-married,Armed-Forces,Other-relative,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +48,Private,5th-6th,Divorced,Machine-op-inspct,Unmarried,Other,Female,40,Dominican-Republic,0 +32,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +66,Local-gov,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,32,United-States,0 +52,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,43,United-States,1 +39,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +21,,Some-college,Never-married,,Not-in-family,White,Female,10,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,84,Japan,1 +25,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +29,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,44,United-States,1 +34,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +64,Local-gov,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,39,United-States,0 +47,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,42,United-States,1 +44,Federal-gov,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,Black,Female,60,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,35,United-States,0 +45,Local-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +31,Local-gov,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,64,United-States,0 +45,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +42,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,35,,0 +33,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +30,Self-emp-not-inc,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +25,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,42,United-States,0 +33,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,32,,0 +70,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,8,United-States,1 +22,Private,9th,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +46,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,Self-emp-not-inc,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +37,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,White,Female,25,United-States,0 +59,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,45,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,65,Japan,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +73,Local-gov,5th-6th,Married-civ-spouse,Prof-specialty,Husband,White,Male,6,United-States,0 +32,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,45,United-States,0 +57,Private,Some-college,Married-civ-spouse,Other-service,Husband,Other,Male,40,Mexico,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +45,Private,12th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +55,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +60,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +34,Local-gov,Bachelors,Never-married,Prof-specialty,Other-relative,Black,Male,15,United-States,0 +26,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +73,Federal-gov,Some-college,Widowed,Tech-support,Not-in-family,White,Female,40,United-States,0 +27,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +37,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Own-child,White,Male,84,United-States,0 +73,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +46,Federal-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +36,Local-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +49,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +68,Local-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +30,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Sales,Unmarried,White,Male,50,United-States,0 +28,Private,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +40,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,55,United-States,1 +32,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +60,,11th,Married-spouse-absent,,Unmarried,Black,Female,20,United-States,0 +18,Private,12th,Never-married,Priv-house-serv,Not-in-family,White,Female,30,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Female,45,United-States,0 +90,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,Mexico,0 +27,Private,Bachelors,Separated,Tech-support,Own-child,White,Male,50,United-States,0 +58,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +65,,HS-grad,Widowed,,Unmarried,White,Female,75,United-States,0 +28,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +36,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +45,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +69,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +58,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +53,Federal-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +31,Private,10th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +46,Private,Bachelors,Divorced,Machine-op-inspct,Unmarried,Other,Female,40,Puerto-Rico,0 +48,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,Federal-gov,Some-college,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Private,9th,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Self-emp-inc,10th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,35,United-States,0 +35,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +54,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Sales,Own-child,White,Female,16,United-States,0 +36,Private,5th-6th,Separated,Priv-house-serv,Unmarried,Other,Female,35,Mexico,0 +26,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +25,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +46,Private,9th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +41,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Female,50,United-States,0 +31,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +48,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +52,Self-emp-inc,Masters,Divorced,Exec-managerial,Not-in-family,Black,Female,50,United-States,0 +22,Federal-gov,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,43,United-States,0 +18,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,25,United-States,0 +46,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +30,Federal-gov,HS-grad,Married-civ-spouse,Armed-Forces,Other-relative,Amer-Indian-Eskimo,Male,48,United-States,0 +31,Private,11th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +45,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +30,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +21,Private,9th,Never-married,Other-service,Unmarried,White,Male,35,Mexico,0 +44,Private,Some-college,Divorced,Sales,Unmarried,White,Female,46,United-States,0 +54,Private,11th,Divorced,Craft-repair,Own-child,White,Female,50,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +50,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +26,Private,Bachelors,Never-married,Prof-specialty,Unmarried,Black,Female,35,United-States,0 +47,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +36,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,37,United-States,0 +32,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +21,Private,10th,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +34,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,40,Mexico,0 +51,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,45,Columbia,0 +55,Self-emp-not-inc,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,30,United-States,0 +28,Local-gov,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,,Masters,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,36,United-States,0 +68,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +46,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,37,United-States,0 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +17,Private,10th,Married-civ-spouse,Sales,Own-child,White,Female,30,United-States,0 +23,Local-gov,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Male,15,United-States,0 +33,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +31,Private,Assoc-acdm,Separated,Transport-moving,Not-in-family,White,Male,45,United-States,0 +31,,Bachelors,Married-civ-spouse,,Wife,White,Female,30,Canada,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,Japan,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,10th,Divorced,Handlers-cleaners,Not-in-family,White,Female,30,United-States,0 +41,Private,11th,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +46,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +47,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +43,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +44,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +58,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,1 +25,Private,Assoc-acdm,Divorced,Tech-support,Own-child,White,Female,25,United-States,0 +44,Private,Assoc-voc,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +57,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,42,United-States,0 +24,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +33,Private,7th-8th,Divorced,Handlers-cleaners,Not-in-family,White,Male,35,United-States,0 +25,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,84,United-States,1 +50,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,52,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +36,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,55,United-States,1 +27,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +22,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +90,Private,Masters,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +39,Private,HS-grad,Separated,Other-service,Other-relative,Black,Male,40,United-States,0 +34,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,4,United-States,0 +19,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +66,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,30,Hungary,0 +38,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,0 +44,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +34,Self-emp-not-inc,7th-8th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +35,State-gov,Assoc-acdm,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +29,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +33,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +73,Private,Assoc-voc,Widowed,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +35,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +27,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,50,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +47,Private,Bachelors,Divorced,Handlers-cleaners,Not-in-family,White,Male,51,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,35,United-States,1 +36,Private,1st-4th,Widowed,Other-service,Other-relative,White,Female,20,Mexico,0 +25,Local-gov,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +37,Private,11th,Divorced,Transport-moving,Not-in-family,White,Male,65,United-States,0 +26,Local-gov,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +36,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +30,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,45,United-States,1 +53,Local-gov,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +41,State-gov,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,55,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Male,32,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +53,Local-gov,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,1 +33,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +27,Private,HS-grad,Never-married,Sales,Other-relative,Black,Female,32,Dominican-Republic,0 +52,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,55,United-States,0 +27,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,30,United-States,0 +37,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,Black,Female,36,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,99,United-States,0 +43,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +46,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +37,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,Jamaica,1 +53,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,20,Philippines,0 +59,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +36,Federal-gov,Some-college,Separated,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +53,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +35,Private,HS-grad,Married-AF-spouse,Other-service,Wife,White,Female,40,United-States,1 +48,Private,HS-grad,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +30,Local-gov,Some-college,Separated,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +38,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,10,United-States,1 +44,Private,HS-grad,Married-spouse-absent,Transport-moving,Not-in-family,Other,Male,32,Canada,0 +30,Private,Assoc-voc,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,10,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +41,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +43,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,,1 +48,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,47,United-States,0 +55,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,37,United-States,0 +50,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,40,,0 +41,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,36,United-States,0 +24,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,Mexico,0 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +54,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,38,United-States,1 +31,Self-emp-not-inc,Masters,Separated,Tech-support,Not-in-family,White,Female,25,United-States,0 +31,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,48,United-States,0 +45,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +39,Private,10th,Never-married,Other-service,Unmarried,White,Female,25,Mexico,0 +34,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,18,United-States,0 +48,,Some-college,Never-married,,Not-in-family,White,Male,60,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +56,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,Canada,0 +47,Private,HS-grad,Separated,Prof-specialty,Other-relative,Other,Female,40,Puerto-Rico,0 +35,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Columbia,0 +43,Local-gov,Bachelors,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,37,United-States,1 +66,,7th-8th,Divorced,,Not-in-family,White,Male,10,United-States,0 +63,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +32,Private,Some-college,Married-spouse-absent,Transport-moving,Not-in-family,White,Female,37,United-States,0 +58,,Bachelors,Widowed,,Not-in-family,White,Female,40,United-States,0 +43,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,50,United-States,1 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,52,United-States,0 +21,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,32,United-States,0 +44,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Male,60,United-States,1 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +65,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +18,,HS-grad,Separated,,Own-child,White,Male,20,United-States,0 +51,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +44,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,13,United-States,0 +29,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +50,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +43,Private,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +30,,Some-college,Married-civ-spouse,,Wife,White,Female,30,United-States,0 +58,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,0 +50,State-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,1 +21,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,24,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,20,United-States,0 +52,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,Philippines,1 +31,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,15,United-States,0 +19,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +45,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,45,United-States,0 +45,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,3,United-States,0 +34,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,30,United-States,0 +27,Private,11th,Married-spouse-absent,Sales,Own-child,Asian-Pac-Islander,Male,35,India,0 +37,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,20,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,48,United-States,1 +24,Private,1st-4th,Never-married,Handlers-cleaners,Not-in-family,White,Male,55,Mexico,0 +39,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +62,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +24,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +46,Private,Bachelors,Widowed,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +44,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,48,United-States,1 +25,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +44,Private,Prof-school,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +45,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +33,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,48,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +26,Local-gov,HS-grad,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,30,United-States,0 +40,,HS-grad,Divorced,,Not-in-family,Black,Female,32,United-States,0 +68,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Divorced,Protective-serv,Own-child,White,Female,40,United-States,0 +25,,Bachelors,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +31,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +55,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,38,United-States,0 +46,Private,Assoc-acdm,Divorced,Sales,Unmarried,White,Female,38,United-States,0 +58,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,38,United-States,0 +56,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +45,Federal-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,55,United-States,1 +24,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,1 +35,Local-gov,HS-grad,Divorced,Farming-fishing,Own-child,Asian-Pac-Islander,Male,56,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +47,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +17,Private,11th,Never-married,Adm-clerical,Other-relative,White,Female,10,United-States,0 +21,Private,10th,Never-married,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +45,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +56,Private,12th,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +31,Private,7th-8th,Never-married,Machine-op-inspct,Not-in-family,Other,Female,40,Mexico,0 +20,Federal-gov,Some-college,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +65,Self-emp-not-inc,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,21,United-States,0 +44,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +31,Local-gov,10th,Never-married,Transport-moving,Other-relative,White,Male,40,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Own-child,White,Male,20,United-States,0 +49,Self-emp-not-inc,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,5,United-States,1 +52,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,37,United-States,1 +27,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +41,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,Philippines,1 +61,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,United-States,1 +21,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +63,Private,12th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +34,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,42,United-States,0 +21,State-gov,Assoc-acdm,Never-married,Tech-support,Own-child,White,Male,10,United-States,0 +44,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,33,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,35,South,0 +36,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +39,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,,1 +52,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,8,Philippines,0 +44,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Unmarried,Black,Male,40,United-States,0 +23,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,25,United-States,0 +81,State-gov,1st-4th,Widowed,Other-service,Not-in-family,White,Female,20,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,,0 +38,Private,10th,Divorced,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,40,Portugal,0 +21,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +28,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,99,United-States,0 +56,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,52,Cuba,0 +57,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,30,,0 +42,State-gov,Some-college,Divorced,Adm-clerical,Own-child,White,Female,38,United-States,0 +43,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,35,United-States,0 +48,,HS-grad,Married-spouse-absent,,Unmarried,White,Female,32,United-States,0 +53,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,Scotland,0 +58,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,24,United-States,0 +19,Private,12th,Never-married,Other-service,Own-child,White,Male,40,El-Salvador,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,46,United-States,1 +41,Self-emp-not-inc,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,15,United-States,0 +31,Private,7th-8th,Separated,Craft-repair,Not-in-family,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +53,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,25,United-States,0 +56,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +55,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +51,Private,5th-6th,Married-civ-spouse,Craft-repair,Other-relative,White,Female,40,United-States,0 +62,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +45,,7th-8th,Divorced,,Not-in-family,Amer-Indian-Eskimo,Male,48,United-States,0 +28,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +62,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +57,Local-gov,HS-grad,Widowed,Other-service,Unmarried,White,Female,30,United-States,0 +60,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +23,Federal-gov,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,8,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,48,United-States,0 +61,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +52,Self-emp-not-inc,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,1 +76,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,39,United-States,0 +31,Self-emp-not-inc,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,55,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +58,Federal-gov,Some-college,Widowed,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,24,United-States,0 +19,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +44,Private,Some-college,Divorced,Exec-managerial,Other-relative,White,Female,45,United-States,0 +41,Local-gov,Some-college,Never-married,Prof-specialty,Other-relative,White,Male,7,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,20,Vietnam,0 +40,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,Black,Male,35,United-States,0 +25,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,Canada,0 +62,Local-gov,Doctorate,Widowed,Prof-specialty,Unmarried,White,Female,40,Iran,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,12,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Sales,Own-child,Other,Male,40,Puerto-Rico,0 +23,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,25,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +51,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +41,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +41,Private,Some-college,Married-spouse-absent,Sales,Unmarried,Black,Female,40,United-States,0 +27,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +71,Self-emp-not-inc,1st-4th,Divorced,Craft-repair,Not-in-family,White,Female,28,United-States,0 +25,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,El-Salvador,0 +73,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +45,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,16,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Ecuador,0 +44,Local-gov,Assoc-voc,Divorced,Protective-serv,Own-child,White,Female,40,Cuba,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +44,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +42,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,45,United-States,0 +66,Private,HS-grad,Widowed,Tech-support,Not-in-family,White,Female,18,United-States,0 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,15,United-States,0 +60,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +46,Private,Assoc-voc,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +42,Private,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,35,United-States,0 +59,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,52,Outlying-US(Guam-USVI-etc),0 +58,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +47,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +58,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,36,United-States,0 +69,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +17,,10th,Never-married,,Own-child,White,Female,40,United-States,0 +19,Private,11th,Never-married,Farming-fishing,Own-child,White,Male,24,United-States,0 +28,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,70,United-States,0 +37,Private,HS-grad,Separated,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +36,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +45,Private,11th,Divorced,Transport-moving,Not-in-family,White,Male,76,United-States,1 +59,Private,7th-8th,Married-civ-spouse,Other-service,Wife,White,Female,99,United-States,0 +45,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +53,Local-gov,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +37,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +26,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +53,Local-gov,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,State-gov,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,15,United-States,0 +27,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +34,,12th,Separated,,Unmarried,Black,Female,53,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +32,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,38,Mexico,0 +47,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +40,Private,10th,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,92,United-States,0 +23,Local-gov,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +44,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,60,United-States,0 +42,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,15,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +45,Federal-gov,HS-grad,Never-married,Transport-moving,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +67,,5th-6th,Married-civ-spouse,,Husband,White,Male,49,United-States,0 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Transport-moving,Husband,Black,Male,48,,0 +52,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +28,Private,Doctorate,Never-married,Adm-clerical,Own-child,White,Male,18,United-States,0 +83,Self-emp-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,20,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +27,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +40,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,Assoc-acdm,Married-civ-spouse,Sales,Wife,White,Female,25,United-States,0 +51,Local-gov,11th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +51,Private,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,54,Mexico,0 +82,,10th,Widowed,,Not-in-family,White,Male,20,United-States,0 +28,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,Germany,1 +29,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,35,Canada,0 +19,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +30,Private,Bachelors,Married-spouse-absent,Sales,Not-in-family,White,Female,50,United-States,0 +23,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,Black,Female,40,Dominican-Republic,0 +66,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,1 +27,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +17,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +27,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +44,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Wife,Black,Female,40,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,16,United-States,0 +62,Self-emp-inc,HS-grad,Widowed,Sales,Not-in-family,White,Female,15,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,Taiwan,0 +52,Local-gov,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,24,United-States,0 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Never-married,Transport-moving,Not-in-family,Other,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +46,State-gov,Some-college,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +45,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,32,United-States,0 +18,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +90,Private,Some-college,Divorced,Sales,Unmarried,Black,Female,37,United-States,0 +23,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,50,United-States,0 +69,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +23,Federal-gov,Assoc-acdm,Never-married,Exec-managerial,Unmarried,White,Female,32,United-States,0 +28,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,54,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +30,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +48,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +73,Private,HS-grad,Widowed,Other-service,Other-relative,White,Female,32,United-States,0 +25,Private,5th-6th,Never-married,Machine-op-inspct,Other-relative,White,Male,40,Mexico,0 +33,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +31,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +35,,9th,Divorced,,Own-child,Amer-Indian-Eskimo,Male,38,United-States,0 +40,State-gov,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,48,United-States,0 +32,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +35,,Bachelors,Never-married,,Not-in-family,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,Jamaica,0 +27,Self-emp-inc,Some-college,Separated,Sales,Own-child,White,Female,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,18,United-States,0 +29,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +69,,HS-grad,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +18,State-gov,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +56,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +40,Private,Some-college,Separated,Other-service,Unmarried,White,Female,8,United-States,0 +46,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +41,Private,12th,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,,0 +53,Private,Some-college,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,0 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +40,Private,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +54,Self-emp-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +45,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +53,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +17,,11th,Never-married,,Own-child,White,Male,20,Peru,0 +50,Local-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +22,,Bachelors,Never-married,,Not-in-family,White,Male,25,United-States,0 +30,Private,Bachelors,Never-married,Other-service,Unmarried,White,Male,40,,0 +40,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +25,Self-emp-not-inc,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Farming-fishing,Own-child,White,Male,50,United-States,0 +22,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +56,Private,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,50,Haiti,0 +60,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +53,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +23,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +18,Private,HS-grad,Never-married,Priv-house-serv,Other-relative,White,Female,10,United-States,0 +36,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,45,United-States,0 +67,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,60,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +18,Private,11th,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,20,United-States,0 +45,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +64,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,38,United-States,0 +53,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,28,Guatemala,0 +32,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +49,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,30,United-States,1 +59,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +41,,HS-grad,Divorced,,Unmarried,White,Female,40,United-States,0 +46,State-gov,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,37,United-States,0 +32,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +48,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +32,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,30,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,35,United-States,0 +50,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +51,Private,HS-grad,Separated,Adm-clerical,Other-relative,White,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Protective-serv,Own-child,White,Female,40,United-States,0 +70,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,3,United-States,0 +33,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +65,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +39,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Male,40,,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +43,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,9th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +64,Federal-gov,Bachelors,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +37,Local-gov,Some-college,Separated,Protective-serv,Own-child,Other,Male,52,United-States,0 +49,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +29,Private,11th,Never-married,Machine-op-inspct,Own-child,White,Male,48,United-States,0 +35,Local-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +42,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +35,Local-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +29,State-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,25,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,,0 +45,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +24,,Bachelors,Never-married,,Not-in-family,White,Male,50,United-States,0 +38,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +28,,10th,Never-married,,Own-child,White,Female,38,United-States,0 +23,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,48,United-States,0 +39,Self-emp-not-inc,Bachelors,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,60,Iran,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +68,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,43,United-States,0 +60,Federal-gov,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,1 +38,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,,1 +41,Private,12th,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +48,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +26,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +55,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +46,State-gov,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,38,United-States,0 +72,,HS-grad,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,1,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +62,Local-gov,HS-grad,Divorced,Transport-moving,Other-relative,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Own-child,White,Female,30,United-States,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +35,Private,Assoc-acdm,Married-spouse-absent,Sales,Own-child,Black,Female,36,United-States,0 +25,Self-emp-not-inc,HS-grad,Never-married,Sales,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +46,,Assoc-voc,Married-civ-spouse,,Wife,Black,Female,35,United-States,1 +39,Private,Bachelors,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,50,,1 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,45,United-States,1 +59,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Italy,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +33,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,40,,0 +23,Private,Assoc-acdm,Married-civ-spouse,Other-service,Wife,White,Female,40,Puerto-Rico,0 +67,Self-emp-not-inc,Masters,Widowed,Prof-specialty,Not-in-family,White,Male,2,United-States,1 +60,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,48,United-States,1 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +39,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,50,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,11th,Divorced,Craft-repair,Unmarried,White,Female,52,United-States,0 +43,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,25,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,1 +45,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,35,United-States,0 +48,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +43,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +63,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,35,United-States,0 +32,Self-emp-not-inc,HS-grad,Never-married,Other-service,Unmarried,White,Male,60,United-States,0 +27,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +22,Private,Bachelors,Never-married,Sales,Own-child,White,Female,15,United-States,0 +44,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,68,United-States,0 +34,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,24,United-States,1 +45,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +53,Self-emp-not-inc,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +58,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +44,Local-gov,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,44,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +58,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +62,Private,9th,Never-married,Priv-house-serv,Not-in-family,Black,Female,22,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +31,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +30,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +37,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,Mexico,0 +38,Local-gov,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,Canada,0 +58,Local-gov,12th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +28,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,70,United-States,0 +34,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +39,Self-emp-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,99,United-States,0 +61,Self-emp-inc,Some-college,Widowed,Sales,Not-in-family,White,Female,20,United-States,0 +30,Self-emp-not-inc,Assoc-voc,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,58,United-States,0 +47,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,33,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +46,Private,1st-4th,Separated,Other-service,Not-in-family,White,Female,40,Mexico,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,45,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +30,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,30,United-States,0 +43,Local-gov,Some-college,Divorced,Protective-serv,Unmarried,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,60,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,,1 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,24,United-States,1 +26,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,80,United-States,1 +48,Self-emp-not-inc,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,15,United-States,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +41,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +33,Private,Assoc-voc,Never-married,Prof-specialty,Unmarried,White,Female,55,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +31,Private,Bachelors,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Local-gov,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Female,2,United-States,0 +41,Private,9th,Never-married,Priv-house-serv,Unmarried,White,Female,40,Columbia,0 +38,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +59,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +67,Private,Masters,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +49,Private,10th,Divorced,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +58,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +22,Private,Assoc-acdm,Never-married,Protective-serv,Own-child,White,Male,60,United-States,0 +21,State-gov,Some-college,Never-married,Exec-managerial,Own-child,White,Male,10,United-States,0 +50,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +44,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +36,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +30,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,Cuba,1 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,90,United-States,0 +48,Local-gov,Assoc-voc,Never-married,Protective-serv,Unmarried,White,Male,48,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +37,Private,Masters,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +44,Self-emp-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +36,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +26,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,12,United-States,0 +31,Self-emp-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +23,,HS-grad,Never-married,,Own-child,Black,Male,12,England,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +53,Private,HS-grad,Widowed,Craft-repair,Unmarried,Black,Female,40,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +31,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Not-in-family,White,Female,16,United-States,0 +64,,HS-grad,Widowed,,Not-in-family,White,Female,30,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +20,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Female,40,United-States,0 +50,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,1 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,51,United-States,0 +17,Private,10th,Never-married,Handlers-cleaners,Other-relative,White,Male,10,El-Salvador,0 +38,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,25,United-States,0 +43,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,1 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +63,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +43,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +41,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +59,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +46,Local-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +46,Self-emp-not-inc,Some-college,Separated,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Male,56,Puerto-Rico,0 +46,Federal-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,56,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,1 +32,Private,Assoc-voc,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +90,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,49,,0 +23,Private,Assoc-voc,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +76,,Bachelors,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +23,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Other,Female,30,Mexico,1 +81,Self-emp-inc,10th,Married-civ-spouse,Exec-managerial,Wife,White,Female,28,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,Black,Female,12,United-States,0 +56,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +58,Federal-gov,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,35,Philippines,1 +32,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,24,United-States,1 +25,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,30,United-States,0 +29,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,60,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +48,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +27,,Masters,Never-married,,Unmarried,Asian-Pac-Islander,Male,20,Taiwan,0 +55,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +45,Private,Some-college,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +50,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,Puerto-Rico,0 +22,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +80,Local-gov,HS-grad,Widowed,Other-service,Unmarried,Amer-Indian-Eskimo,Female,32,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,44,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +56,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +38,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +47,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,46,United-States,1 +25,Local-gov,Bachelors,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,40,Vietnam,0 +31,Private,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,38,United-States,0 +28,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,99,United-States,0 +30,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +39,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,36,,0 +26,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +27,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +43,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,Other,Male,32,United-States,0 +32,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,30,Philippines,0 +21,Local-gov,12th,Never-married,Handlers-cleaners,Unmarried,Black,Female,20,United-States,0 +32,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +37,Private,Assoc-voc,Divorced,Machine-op-inspct,Not-in-family,Black,Male,48,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +37,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +54,,9th,Divorced,,Not-in-family,White,Female,15,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,25,United-States,0 +28,,11th,Never-married,,Not-in-family,White,Male,30,United-States,0 +23,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +54,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +71,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +52,Self-emp-not-inc,Some-college,Never-married,Adm-clerical,Unmarried,White,Male,5,United-States,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Private,10th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +43,Federal-gov,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +43,Private,11th,Never-married,Transport-moving,Not-in-family,White,Male,42,United-States,0 +36,Federal-gov,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,1 +24,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +29,,1st-4th,Never-married,,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +55,Private,10th,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +43,Local-gov,HS-grad,Divorced,Exec-managerial,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +28,Private,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +54,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +47,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +47,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,57,United-States,1 +38,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,35,United-States,0 +60,Self-emp-not-inc,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Female,25,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,25,United-States,0 +55,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Separated,Sales,Other-relative,Black,Female,35,United-States,0 +53,Self-emp-not-inc,1st-4th,Married-civ-spouse,Exec-managerial,Husband,White,Male,67,Italy,1 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +28,Federal-gov,Bachelors,Never-married,Protective-serv,Not-in-family,White,Male,50,United-States,0 +30,Local-gov,Some-college,Never-married,Transport-moving,Unmarried,Black,Female,40,United-States,0 +39,Local-gov,HS-grad,Never-married,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,40,United-States,0 +43,State-gov,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Other-relative,White,Female,40,United-States,0 +27,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,56,United-States,0 +64,Self-emp-not-inc,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,Canada,0 +41,Local-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +27,Private,11th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +49,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,32,United-States,0 +20,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +44,Self-emp-not-inc,Bachelors,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +40,Private,Some-college,Divorced,Prof-specialty,Unmarried,Black,Female,38,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +57,Private,Assoc-voc,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +29,Private,Some-college,Separated,Priv-house-serv,Not-in-family,White,Female,30,Guatemala,0 +51,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,43,United-States,0 +44,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,37,United-States,0 +35,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,42,United-States,0 +40,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +46,Private,7th-8th,Separated,Other-service,Not-in-family,White,Female,32,United-States,0 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,36,United-States,0 +32,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,White,Female,40,Holand-Netherlands,0 +22,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,40,Philippines,0 +18,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +43,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,45,United-States,0 +46,Private,HS-grad,Never-married,Tech-support,Other-relative,White,Male,40,United-States,0 +63,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +40,,Some-college,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +59,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +40,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +64,,HS-grad,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +48,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +18,Private,10th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +17,Private,11th,Never-married,Craft-repair,Own-child,White,Male,16,United-States,0 +36,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +36,State-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,39,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,60,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,11th,Divorced,Other-service,Own-child,White,Male,40,United-States,0 +57,Private,Some-college,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Private,10th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,35,United-States,0 +47,Federal-gov,HS-grad,Married-spouse-absent,Adm-clerical,Not-in-family,Black,Female,40,Puerto-Rico,0 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +25,Private,10th,Never-married,Other-service,Not-in-family,White,Male,24,Nicaragua,0 +25,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,75,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +44,Private,10th,Never-married,Farming-fishing,Unmarried,White,Male,35,United-States,0 +19,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,20,United-States,0 +53,Self-emp-inc,Some-college,Widowed,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +68,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,12,United-States,0 +31,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,57,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Other-relative,White,Male,50,United-States,1 +33,Private,Masters,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +49,,HS-grad,Never-married,,Not-in-family,Black,Male,40,United-States,0 +24,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,42,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +30,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,37,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Divorced,Other-service,Other-relative,White,Male,30,United-States,0 +23,Local-gov,HS-grad,Never-married,Other-service,Own-child,Black,Male,32,United-States,0 +23,Self-emp-not-inc,10th,Never-married,Craft-repair,Not-in-family,White,Male,60,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +19,Private,11th,Never-married,Craft-repair,Other-relative,White,Male,25,United-States,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +69,Private,HS-grad,Widowed,Handlers-cleaners,Not-in-family,White,Female,8,United-States,0 +46,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +33,Private,HS-grad,Separated,Tech-support,Not-in-family,White,Male,46,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +56,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,,0 +29,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +28,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,0 +35,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +39,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +50,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +56,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +80,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +38,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Wife,White,Female,15,United-States,0 +52,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Male,38,England,0 +43,Private,HS-grad,Divorced,Other-service,Own-child,Asian-Pac-Islander,Female,40,South,0 +45,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,42,United-States,0 +41,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +30,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Local-gov,Some-college,Divorced,Other-service,Unmarried,White,Female,20,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +54,Private,HS-grad,Divorced,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,1 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +38,Private,Some-college,Separated,Prof-specialty,Unmarried,White,Female,40,Germany,0 +41,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +22,,12th,Never-married,,Not-in-family,White,Male,48,United-States,0 +66,Self-emp-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +70,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +58,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Wife,White,Female,35,,1 +60,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Unmarried,White,Female,10,United-States,0 +24,Local-gov,10th,Never-married,Craft-repair,Unmarried,Black,Male,65,Haiti,0 +61,Private,11th,Divorced,Other-service,Unmarried,White,Female,36,United-States,0 +35,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +52,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +52,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Female,44,Cuba,0 +37,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +27,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +38,Private,Masters,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,60,United-States,1 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,30,United-States,1 +38,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,,1 +22,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,55,United-States,0 +40,Federal-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Federal-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,99,United-States,0 +24,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Male,56,United-States,0 +58,Federal-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +43,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +38,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +18,Private,10th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +37,Private,HS-grad,Never-married,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,48,United-States,1 +48,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,65,United-States,0 +40,Private,7th-8th,Separated,Other-service,Not-in-family,White,Female,25,United-States,0 +50,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,Japan,1 +57,Private,HS-grad,Separated,Sales,Not-in-family,Amer-Indian-Eskimo,Female,35,United-States,0 +36,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +90,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +66,Private,7th-8th,Widowed,Other-service,Not-in-family,Black,Female,10,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Wife,White,Female,12,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,1,Vietnam,0 +35,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,55,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,50,United-States,1 +32,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,0 +32,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +27,Self-emp-not-inc,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,30,United-States,0 +34,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,1 +29,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,20,United-States,0 +33,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,48,United-States,1 +22,,HS-grad,Married-civ-spouse,,Own-child,White,Female,20,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Local-gov,11th,Never-married,Protective-serv,Own-child,White,Male,10,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,,1 +49,Private,7th-8th,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +23,Self-emp-not-inc,HS-grad,Divorced,Other-service,Unmarried,White,Female,50,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +20,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +64,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,3,United-States,0 +34,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +63,Private,Assoc-acdm,Married-spouse-absent,Adm-clerical,Other-relative,White,Female,35,United-States,0 +51,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +40,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,35,United-States,0 +55,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,46,,0 +30,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Male,25,United-States,0 +47,,Bachelors,Married-civ-spouse,,Husband,White,Male,18,United-States,0 +29,Private,10th,Never-married,Craft-repair,Not-in-family,Black,Male,40,,0 +17,,11th,Never-married,,Own-child,White,Female,8,United-States,0 +32,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,56,United-States,1 +50,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,45,United-States,1 +32,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +60,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Private,Bachelors,Widowed,Exec-managerial,Unmarried,White,Male,40,United-States,1 +45,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +31,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +26,Private,12th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,1 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +32,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,42,United-States,1 +46,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,52,United-States,1 +38,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +49,,HS-grad,Married-spouse-absent,,Not-in-family,White,Male,70,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +61,,HS-grad,Divorced,,Not-in-family,White,Male,40,United-States,0 +45,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,Black,Male,35,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +52,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +64,,11th,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +24,Private,Masters,Never-married,Tech-support,Not-in-family,White,Male,50,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +34,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +54,Private,Masters,Widowed,Adm-clerical,Unmarried,White,Female,38,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +79,Private,7th-8th,Widowed,Priv-house-serv,Not-in-family,White,Female,30,United-States,0 +55,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,,HS-grad,Married-spouse-absent,,Not-in-family,White,Male,35,United-States,0 +60,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +37,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +20,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +53,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,Canada,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +43,Private,Some-college,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +24,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +23,Private,HS-grad,Never-married,Protective-serv,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +29,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,Other,Male,40,United-States,0 +58,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +55,,Assoc-acdm,Married-civ-spouse,,Husband,Black,Male,40,United-States,1 +40,Private,Masters,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +43,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +25,State-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,24,United-States,0 +34,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +26,Private,Some-college,Separated,Sales,Unmarried,White,Female,35,United-States,0 +60,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,65,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +33,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,70,United-States,1 +39,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +29,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +29,,Some-college,Never-married,,Own-child,Black,Female,40,United-States,0 +52,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,1 +24,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,48,United-States,0 +77,Self-emp-inc,Doctorate,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +34,Self-emp-not-inc,Masters,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +53,Self-emp-not-inc,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +31,Private,HS-grad,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +58,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,15,United-States,0 +50,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +77,Private,9th,Married-civ-spouse,Priv-house-serv,Wife,Black,Female,10,United-States,0 +37,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,40,United-States,0 +33,Self-emp-not-inc,Assoc-acdm,Divorced,Sales,Unmarried,Black,Male,60,United-States,0 +53,Local-gov,HS-grad,Married-spouse-absent,Transport-moving,Other-relative,White,Female,35,United-States,0 +32,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +33,Private,Bachelors,Married-spouse-absent,Other-service,Unmarried,White,Female,24,United-States,0 +31,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +19,Private,12th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +21,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,54,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +60,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +21,Private,10th,Separated,Sales,Unmarried,Black,Female,38,United-States,0 +38,,11th,Never-married,,Not-in-family,White,Female,32,United-States,0 +31,Private,Assoc-voc,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Divorced,Priv-house-serv,Not-in-family,White,Female,25,United-States,0 +25,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +23,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +53,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,,Masters,Married-civ-spouse,,Wife,White,Female,48,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +70,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +55,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +40,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +18,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +34,Private,Masters,Never-married,Sales,Unmarried,White,Male,60,United-States,1 +41,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +23,State-gov,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +32,Private,Some-college,Never-married,Exec-managerial,Other-relative,White,Male,40,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,48,United-States,0 +36,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Male,45,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +62,Private,Bachelors,Widowed,Tech-support,Unmarried,White,Female,7,United-States,0 +35,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +31,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,25,Columbia,0 +58,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +28,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +40,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +27,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,10,India,0 +55,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Male,25,United-States,0 +53,Private,HS-grad,Separated,Transport-moving,Unmarried,White,Male,45,United-States,0 +23,Private,12th,Never-married,Transport-moving,Not-in-family,White,Male,46,United-States,0 +66,Private,HS-grad,Widowed,Craft-repair,Not-in-family,White,Male,16,United-States,0 +34,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +39,Private,10th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +26,Private,Some-college,Married-spouse-absent,Adm-clerical,Own-child,Other,Female,35,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,Cuba,0 +59,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +61,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +22,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,30,United-States,0 +50,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +67,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,5,United-States,0 +59,Local-gov,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Female,80,United-States,1 +56,Self-emp-not-inc,Some-college,Married-spouse-absent,Farming-fishing,Not-in-family,White,Female,20,United-States,1 +28,Private,HS-grad,Never-married,Adm-clerical,Other-relative,Black,Male,40,,0 +34,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,0 +63,Private,10th,Widowed,Farming-fishing,Unmarried,White,Female,56,United-States,0 +48,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Germany,0 +41,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +26,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Female,20,United-States,0 +47,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,0 +29,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +30,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,20,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,37,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +45,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,40,India,0 +37,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +44,Local-gov,Doctorate,Married-spouse-absent,Prof-specialty,Unmarried,White,Female,38,United-States,0 +34,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,38,United-States,0 +30,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,35,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Hong,1 +56,Private,11th,Separated,Other-service,Not-in-family,Black,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +37,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,50,United-States,0 +44,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +33,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +32,Private,Some-college,Never-married,Exec-managerial,Other-relative,White,Female,50,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,48,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,Mexico,0 +44,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,35,United-States,0 +30,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +36,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,Private,12th,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,22,United-States,0 +45,State-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +38,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +42,Private,Some-college,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +27,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,80,United-States,1 +34,Private,12th,Married-civ-spouse,Other-service,Husband,White,Male,40,Dominican-Republic,0 +72,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,99,,0 +54,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +63,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +72,,Assoc-acdm,Widowed,,Not-in-family,White,Female,40,United-States,0 +55,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +41,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +47,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +71,,Some-college,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +41,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Other,Male,40,Dominican-Republic,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +23,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,1st-4th,Never-married,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Male,65,United-States,0 +25,Self-emp-inc,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +64,,Assoc-voc,Married-civ-spouse,,Wife,White,Female,15,United-States,0 +35,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +61,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +36,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,Black,Female,15,United-States,0 +21,Private,Some-college,Married-spouse-absent,Sales,Own-child,Black,Female,20,United-States,0 +43,,Assoc-acdm,Divorced,,Not-in-family,White,Female,35,United-States,0 +32,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +52,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +40,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +22,,Some-college,Separated,,Unmarried,White,Female,25,United-States,0 +42,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +60,,7th-8th,Widowed,,Unmarried,White,Female,20,United-States,0 +34,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +27,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,65,United-States,0 +65,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +61,Self-emp-inc,Masters,Widowed,Exec-managerial,Unmarried,White,Female,99,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Male,28,United-States,0 +49,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,Puerto-Rico,0 +48,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +26,Private,Some-college,Never-married,Transport-moving,Not-in-family,Black,Male,75,United-States,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,0 +65,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,24,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,44,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +24,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +58,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +32,Local-gov,Some-college,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,50,Germany,0 +54,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +35,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +35,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Self-emp-not-inc,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +57,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +49,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Tech-support,Own-child,White,Female,16,United-States,0 +56,Private,Some-college,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,40,United-States,0 +32,Private,11th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +23,,Some-college,Never-married,,Other-relative,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,12,United-States,0 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +24,,9th,Never-married,,Own-child,White,Male,40,United-States,0 +26,Local-gov,Bachelors,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +46,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,1 +33,Private,Bachelors,Separated,Sales,Not-in-family,White,Female,50,United-States,1 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,1,United-States,1 +65,Without-pay,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Local-gov,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Widowed,Handlers-cleaners,Other-relative,White,Female,48,United-States,0 +55,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +59,Federal-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +56,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,10,United-States,0 +26,Private,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +48,Self-emp-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +37,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +27,State-gov,HS-grad,Never-married,Transport-moving,Not-in-family,Amer-Indian-Eskimo,Male,38,United-States,1 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,25,United-States,0 +26,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,,10th,Never-married,,Own-child,Black,Male,40,United-States,0 +51,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,Assoc-voc,Divorced,Other-service,Not-in-family,Amer-Indian-Eskimo,Female,40,Columbia,0 +35,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +21,,Some-college,Never-married,,Not-in-family,White,Female,43,United-States,0 +65,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Local-gov,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +39,Private,7th-8th,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +36,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +70,,Some-college,Married-civ-spouse,,Husband,White,Male,10,United-States,1 +52,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,Assoc-voc,Never-married,Priv-house-serv,Not-in-family,White,Male,25,United-States,0 +47,Federal-gov,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Private,12th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +52,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,Cuba,0 +49,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,18,United-States,0 +62,Self-emp-not-inc,HS-grad,Never-married,Other-service,Unmarried,White,Female,6,United-States,0 +44,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,55,United-States,0 +28,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +68,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,Black,Female,40,United-States,1 +40,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +46,Private,7th-8th,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +37,Self-emp-not-inc,Bachelors,Divorced,Tech-support,Not-in-family,White,Male,15,United-States,0 +62,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,70,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,68,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,0 +26,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Female,45,United-States,0 +48,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,28,United-States,0 +39,Private,Prof-school,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +44,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +56,Private,10th,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,30,Japan,1 +25,Private,9th,Never-married,Transport-moving,Other-relative,White,Male,40,United-States,0 +32,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +47,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +26,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,60,United-States,1 +23,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +41,Federal-gov,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +55,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,25,United-States,0 +23,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,25,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +42,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,15,United-States,0 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +52,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +46,Private,Assoc-voc,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +27,State-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,Germany,0 +18,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +42,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +64,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +36,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +20,,11th,Never-married,,Own-child,Black,Female,20,United-States,0 +52,Self-emp-inc,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +53,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +27,Private,Bachelors,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +60,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +64,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +25,Private,1st-4th,Never-married,Other-service,Other-relative,White,Male,25,El-Salvador,0 +63,Private,7th-8th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,South,0 +54,Local-gov,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,Poland,0 +63,Self-emp-not-inc,Masters,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,30,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,35,United-States,0 +54,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Private,10th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +60,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +19,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +25,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +47,Federal-gov,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +44,Self-emp-not-inc,10th,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +57,Private,HS-grad,Widowed,Prof-specialty,Not-in-family,White,Female,57,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,34,United-States,0 +36,State-gov,Some-college,Divorced,Other-service,Unmarried,Black,Female,20,United-States,0 +33,,HS-grad,Married-civ-spouse,,Wife,White,Female,38,United-States,0 +39,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +49,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Other,Male,50,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,China,0 +35,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,0 +40,Self-emp-inc,Assoc-acdm,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,37,United-States,0 +25,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,36,United-States,1 +37,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +53,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +34,Self-emp-not-inc,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,25,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,40,,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +52,,Masters,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +45,Private,HS-grad,Divorced,Sales,Unmarried,Black,Male,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +33,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +45,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +43,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +41,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,75,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,32,United-States,0 +52,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Male,45,United-States,0 +45,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Puerto-Rico,1 +32,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,70,United-States,0 +26,Private,Bachelors,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +24,Private,Some-college,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +49,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +43,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +40,,Masters,Divorced,,Own-child,White,Female,55,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +54,Private,10th,Divorced,Other-service,Not-in-family,White,Male,70,United-States,0 +40,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +51,Private,Some-college,Separated,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,50,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,8,United-States,0 +20,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +21,Private,11th,Never-married,Farming-fishing,Unmarried,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,44,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +65,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +37,Private,Masters,Separated,Exec-managerial,Not-in-family,White,Male,60,Iran,1 +20,Private,12th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +41,State-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +55,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +39,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +41,Federal-gov,Some-college,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,1 +80,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,24,United-States,0 +59,State-gov,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +52,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +56,Self-emp-not-inc,Some-college,Married-spouse-absent,Prof-specialty,Not-in-family,Black,Male,50,United-States,0 +69,Local-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,Black,Female,20,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +49,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +51,Local-gov,HS-grad,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +42,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +66,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,13,United-States,0 +44,Private,Assoc-voc,Separated,Craft-repair,Other-relative,White,Male,48,United-States,1 +26,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +25,,Bachelors,Never-married,,Own-child,White,Female,30,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,8,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +34,,HS-grad,Separated,,Own-child,White,Female,8,United-States,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +41,,Bachelors,Married-spouse-absent,,Not-in-family,White,Male,30,United-States,0 +65,Private,Some-college,Widowed,Sales,Other-relative,White,Female,45,United-States,0 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,30,United-States,0 +43,Private,Some-college,Married-spouse-absent,Sales,Not-in-family,White,Male,45,Mexico,0 +39,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,England,1 +48,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +50,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +36,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,36,Haiti,0 +50,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +49,State-gov,Masters,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +34,Private,Bachelors,Never-married,Sales,Unmarried,Black,Male,45,,0 +70,Self-emp-inc,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +40,Private,9th,Never-married,Craft-repair,Other-relative,Black,Male,49,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,52,Japan,1 +47,Private,11th,Divorced,Craft-repair,Own-child,White,Male,8,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,16,United-States,0 +20,Private,Some-college,Never-married,Protective-serv,Own-child,White,Female,16,United-States,0 +46,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,25,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +17,Private,10th,Never-married,Prof-specialty,Own-child,Other,Female,15,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +28,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,25,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +44,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +26,Self-emp-not-inc,HS-grad,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +47,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +58,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +38,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +33,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,45,United-States,0 +23,,Some-college,Never-married,,Own-child,White,Female,32,United-States,0 +40,Private,10th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +47,Local-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +41,Private,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +50,Private,7th-8th,Divorced,Other-service,Other-relative,White,Female,40,United-States,0 +45,Private,HS-grad,Married-spouse-absent,Farming-fishing,Other-relative,Black,Male,40,United-States,0 +65,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,Italy,1 +33,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +34,Federal-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +65,Private,Masters,Divorced,Sales,Not-in-family,White,Male,28,United-States,0 +24,Private,11th,Never-married,Transport-moving,Own-child,White,Male,39,United-States,0 +26,Private,Bachelors,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +55,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +66,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,8,Cuba,0 +43,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Private,Bachelors,Never-married,Adm-clerical,Other-relative,Black,Female,40,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +69,,Prof-school,Married-civ-spouse,,Wife,White,Female,25,,0 +27,Private,Masters,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +18,Never-worked,11th,Never-married,,Own-child,White,Female,10,United-States,0 +53,Local-gov,HS-grad,Widowed,Other-service,Not-in-family,White,Female,30,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Poland,0 +60,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,60,United-States,0 +39,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +45,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +76,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +19,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +34,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,Jamaica,1 +54,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Local-gov,7th-8th,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +23,Private,12th,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +37,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,England,1 +63,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +35,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,56,,0 +41,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +50,Self-emp-not-inc,HS-grad,Divorced,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,60,Vietnam,0 +26,Self-emp-inc,HS-grad,Never-married,Sales,Own-child,White,Male,50,United-States,0 +36,Local-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,42,United-States,1 +47,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Scotland,1 +51,Private,Some-college,Divorced,Exec-managerial,Unmarried,Black,Female,50,United-States,0 +41,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Other,Female,40,United-States,0 +40,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +37,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +40,Self-emp-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,42,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,Self-emp-not-inc,11th,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +42,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Unmarried,White,Female,44,United-States,1 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +61,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,1 +58,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +35,Private,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +35,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +29,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +38,Self-emp-not-inc,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +50,Self-emp-not-inc,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,50,United-States,0 +66,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +36,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +33,Private,11th,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +55,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,,12th,Divorced,,Not-in-family,White,Female,40,Canada,0 +30,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +29,Private,12th,Never-married,Exec-managerial,Not-in-family,White,Male,42,England,0 +60,,Some-college,Widowed,,Not-in-family,Black,Female,40,United-States,0 +24,Private,HS-grad,Separated,Sales,Unmarried,White,Female,48,United-States,0 +42,Self-emp-not-inc,Some-college,Separated,Other-service,Unmarried,Black,Female,50,United-States,0 +26,Private,HS-grad,Separated,Exec-managerial,Own-child,White,Female,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,Private,5th-6th,Never-married,Farming-fishing,Unmarried,White,Male,48,Guatemala,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +23,Private,Assoc-voc,Never-married,Craft-repair,Unmarried,White,Male,50,United-States,0 +60,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +49,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +48,Self-emp-not-inc,Prof-school,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +70,Self-emp-inc,9th,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +44,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Female,55,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +41,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,Black,Female,40,Jamaica,0 +54,Private,7th-8th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +42,Self-emp-inc,Masters,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,60,India,1 +28,Private,10th,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +65,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,20,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Other-relative,White,Male,35,Ireland,0 +82,Private,5th-6th,Widowed,Other-service,Unmarried,White,Male,20,United-States,0 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +44,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Japan,1 +68,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,37,United-States,0 +54,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,0 +17,Private,9th,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +46,Self-emp-not-inc,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +59,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +70,,HS-grad,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +47,,HS-grad,Married-civ-spouse,,Not-in-family,White,Female,35,United-States,0 +31,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,24,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +63,Private,Preschool,Married-civ-spouse,Prof-specialty,Husband,Other,Male,30,Mexico,0 +44,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +30,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +23,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +34,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,White,Male,20,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +24,Private,11th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +32,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,25,Jamaica,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +34,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +37,Private,Some-college,Never-married,Transport-moving,Unmarried,White,Female,20,Puerto-Rico,0 +47,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,9th,Never-married,Farming-fishing,Other-relative,White,Male,45,Mexico,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +64,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,10,United-States,0 +32,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +33,State-gov,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +71,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,14,United-States,0 +55,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +85,Self-emp-not-inc,HS-grad,Widowed,Sales,Not-in-family,White,Female,50,United-States,0 +57,Self-emp-not-inc,7th-8th,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,0 +39,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,67,India,1 +25,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,55,United-States,0 +58,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,36,United-States,0 +19,Private,11th,Divorced,Sales,Unmarried,White,Female,20,United-States,0 +40,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Never-married,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +43,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +40,,HS-grad,Married-civ-spouse,,Wife,White,Female,35,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +24,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,38,United-States,0 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,65,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +64,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +55,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,,0 +26,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +80,Private,HS-grad,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,16,United-States,0 +79,Local-gov,Doctorate,Widowed,Prof-specialty,Unmarried,White,Female,40,United-States,0 +58,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,25,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +51,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Local-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,60,United-States,1 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +68,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +34,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Cambodia,1 +22,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +65,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,60,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,40,,0 +40,Self-emp-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +40,Private,11th,Never-married,Other-service,Other-relative,White,Male,40,United-States,0 +52,Private,HS-grad,Separated,Other-service,Other-relative,White,Female,20,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +62,Self-emp-not-inc,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +49,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +49,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,White,Female,55,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Separated,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +37,Private,1st-4th,Married-spouse-absent,Farming-fishing,Other-relative,White,Male,77,Mexico,0 +36,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,53,United-States,1 +36,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,70,Mexico,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +51,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +25,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +28,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,55,United-States,0 +57,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,32,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +59,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +28,Private,11th,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +27,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +43,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +38,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +55,,Masters,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +36,Private,HS-grad,Separated,Craft-repair,Own-child,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +23,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,,0 +41,Private,11th,Married-civ-spouse,Protective-serv,Husband,White,Male,55,United-States,0 +44,Private,Assoc-voc,Separated,Prof-specialty,Not-in-family,White,Female,40,Dominican-Republic,0 +48,Self-emp-not-inc,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +35,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Black,Male,35,United-States,1 +43,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,42,United-States,0 +57,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +55,Private,10th,Widowed,Craft-repair,Unmarried,Black,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,38,United-States,0 +30,Private,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +31,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,Thailand,1 +21,,Some-college,Never-married,,Own-child,White,Male,70,United-States,0 +50,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,1 +33,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Other,Male,50,United-States,0 +23,Federal-gov,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,25,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,Yugoslavia,1 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +21,,Some-college,Never-married,,Unmarried,Other,Female,40,United-States,0 +33,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,70,United-States,1 +30,Federal-gov,Bachelors,Never-married,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,45,United-States,0 +21,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,15,United-States,0 +36,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,Germany,1 +38,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +33,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Canada,1 +24,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +24,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,0 +39,Private,Some-college,Divorced,Protective-serv,Unmarried,Black,Female,30,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,60,China,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,21,United-States,0 +62,,Masters,Married-civ-spouse,,Husband,White,Male,2,United-States,1 +30,State-gov,Bachelors,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +25,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +22,Private,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,20,United-States,0 +73,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,Black,Male,45,United-States,0 +18,Private,12th,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,35,United-States,1 +22,Private,Some-college,Separated,Sales,Unmarried,White,Female,43,United-States,0 +28,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +68,,Doctorate,Married-civ-spouse,,Husband,White,Male,70,United-States,0 +40,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,84,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +31,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,35,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,Italy,0 +54,Self-emp-not-inc,Bachelors,Divorced,Transport-moving,Not-in-family,White,Male,65,United-States,0 +63,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,25,United-States,0 +67,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,14,United-States,0 +67,Self-emp-inc,Bachelors,Widowed,Other-service,Unmarried,White,Female,35,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Other,Female,19,United-States,0 +33,Local-gov,HS-grad,Separated,Other-service,Own-child,White,Female,80,United-States,0 +25,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +54,,HS-grad,Divorced,,Not-in-family,White,Female,25,United-States,0 +30,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,Mexico,0 +29,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,48,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,10,United-States,1 +40,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +46,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +39,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Wife,White,Female,45,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +34,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +72,,HS-grad,Married-civ-spouse,,Wife,White,Female,2,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,1 +90,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +27,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +18,,HS-grad,Never-married,,Other-relative,White,Male,40,United-States,0 +30,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +27,Local-gov,HS-grad,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +27,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +40,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,45,United-States,0 +43,Local-gov,Masters,Separated,Prof-specialty,Unmarried,Black,Female,37,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +48,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Other-service,Wife,White,Female,15,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Germany,0 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +27,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +46,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,45,United-States,1 +34,Private,Some-college,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +39,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,,0 +25,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +45,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +46,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,Ireland,0 +37,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +49,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +37,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,White,Female,13,United-States,1 +45,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +71,Private,12th,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Male,22,United-States,0 +38,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +42,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +48,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +56,Self-emp-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,54,United-States,1 +32,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +57,Self-emp-not-inc,Some-college,Separated,Sales,Not-in-family,White,Male,35,United-States,0 +55,Private,10th,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +48,,11th,Separated,,Unmarried,White,Male,40,United-States,0 +46,Self-emp-inc,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,,0 +36,Private,9th,Separated,Other-service,Unmarried,Black,Female,40,,0 +66,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +58,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +62,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +31,Private,Bachelors,Never-married,Prof-specialty,Unmarried,Other,Male,40,United-States,0 +77,,Assoc-voc,Married-spouse-absent,,Not-in-family,White,Female,25,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,56,United-States,0 +33,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +51,Federal-gov,Some-college,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +20,Private,Assoc-voc,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +40,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +20,Private,10th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,25,United-States,0 +44,Private,12th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +46,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,17,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +58,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,8,United-States,0 +55,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +68,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,,Some-college,Never-married,,Not-in-family,White,Male,45,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +36,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,30,Philippines,0 +27,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +47,State-gov,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,80,United-States,0 +19,State-gov,12th,Never-married,Transport-moving,Own-child,Black,Male,20,United-States,0 +33,Private,Bachelors,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,35,Thailand,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +57,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,48,United-States,0 +59,Private,Masters,Never-married,Sales,Not-in-family,White,Female,45,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Own-child,White,Female,40,United-States,0 +60,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +33,Local-gov,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +20,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +28,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +24,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,20,India,0 +31,Private,12th,Never-married,Farming-fishing,Not-in-family,Black,Male,60,United-States,0 +38,Private,HS-grad,Married-spouse-absent,Craft-repair,Unmarried,White,Female,40,United-States,0 +40,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +55,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +33,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +52,Private,5th-6th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,,0 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +46,Private,Bachelors,Divorced,Craft-repair,Not-in-family,White,Male,48,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +50,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +22,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +32,Self-emp-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,35,Haiti,0 +46,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +39,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,62,United-States,1 +26,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,Black,Female,14,United-States,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +40,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,24,United-States,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Female,38,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,1 +41,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,50,United-States,0 +24,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +37,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,39,United-States,1 +42,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +56,Private,9th,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +55,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +61,Self-emp-not-inc,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +49,Self-emp-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,55,United-States,0 +18,Local-gov,7th-8th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +30,Private,9th,Never-married,Farming-fishing,Other-relative,Black,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,20,,0 +24,State-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +37,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,65,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Female,35,United-States,0 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,30,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,50,United-States,0 +43,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +40,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +31,State-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +25,Private,Bachelors,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +55,Private,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +55,Private,7th-8th,Married-civ-spouse,Adm-clerical,Husband,White,Male,75,United-States,0 +29,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,60,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +71,Private,11th,Never-married,Priv-house-serv,Not-in-family,White,Female,75,United-States,0 +22,,Some-college,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +21,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,24,China,0 +22,,Some-college,Married-spouse-absent,,Unmarried,Black,Female,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +31,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,20,United-States,0 +27,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Hong,1 +26,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +30,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +26,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,Canada,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,45,United-States,0 +51,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +56,Private,9th,Widowed,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +24,State-gov,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Male,35,United-States,0 +29,Private,12th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,Dominican-Republic,0 +26,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,24,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +32,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +47,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +41,,11th,Widowed,,Other-relative,Black,Female,40,United-States,0 +49,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +62,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +76,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,20,United-States,0 +40,,Masters,Married-civ-spouse,,Husband,White,Male,60,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,12,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +39,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,64,United-States,1 +20,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,42,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +56,Federal-gov,Some-college,Separated,Other-service,Not-in-family,Black,Male,40,United-States,0 +39,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +44,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +34,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,57,United-States,1 +42,Private,HS-grad,Never-married,Transport-moving,Unmarried,Black,Female,38,United-States,0 +50,Self-emp-inc,Some-college,Separated,Exec-managerial,Unmarried,White,Female,75,United-States,0 +34,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +23,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,33,United-States,0 +27,,Bachelors,Never-married,,Unmarried,Asian-Pac-Islander,Male,25,Philippines,0 +81,,Bachelors,Widowed,,Not-in-family,White,Male,5,United-States,0 +47,Private,11th,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +57,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +65,,Assoc-voc,Married-civ-spouse,,Wife,White,Female,56,United-States,1 +33,Private,Masters,Never-married,Prof-specialty,Not-in-family,Black,Male,50,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,48,United-States,0 +53,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +27,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +42,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +39,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,1 +58,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,24,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +51,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,44,United-States,0 +52,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,Germany,0 +53,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,1 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,72,United-States,0 +30,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,,0 +50,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +76,Private,7th-8th,Widowed,Priv-house-serv,Not-in-family,White,Female,40,United-States,0 +46,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +58,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +38,Private,9th,Married-civ-spouse,Other-service,Wife,Black,Female,24,Haiti,0 +45,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,HS-grad,Widowed,Sales,Not-in-family,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +42,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +44,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,46,United-States,1 +60,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +25,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +61,,Bachelors,Divorced,,Not-in-family,White,Female,24,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +44,Local-gov,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +63,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,41,United-States,0 +46,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,43,United-States,0 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Divorced,Sales,Not-in-family,Black,Male,40,United-States,0 +43,Private,HS-grad,Separated,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +48,,10th,Married-civ-spouse,,Wife,Black,Female,35,United-States,0 +61,Self-emp-not-inc,Assoc-acdm,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,90,United-States,0 +53,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +79,,7th-8th,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +44,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +47,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,50,United-States,1 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +25,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,Iran,0 +37,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +51,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,1 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +59,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,34,United-States,0 +46,Private,Some-college,Married-spouse-absent,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +45,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,28,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +22,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,35,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,39,United-States,0 +34,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,10,United-States,0 +23,Private,12th,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +55,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +77,Self-emp-not-inc,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,1,United-States,0 +42,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Guatemala,0 +60,,9th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +23,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Female,45,United-States,0 +30,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,65,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,48,United-States,1 +30,Private,Prof-school,Widowed,Other-service,Not-in-family,White,Male,35,United-States,0 +17,Private,9th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +22,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,Canada,1 +40,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +18,,10th,Never-married,,Own-child,Black,Male,30,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +59,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Female,30,Jamaica,0 +26,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +39,Local-gov,Bachelors,Widowed,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,10,Japan,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,24,United-States,0 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Own-child,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +44,Private,Some-college,Separated,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Sales,Own-child,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +19,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,Mexico,1 +32,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +52,Self-emp-not-inc,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,65,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,41,United-States,0 +38,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +57,State-gov,Bachelors,Divorced,Machine-op-inspct,Not-in-family,Black,Male,39,United-States,0 +22,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,15,United-States,0 +80,,HS-grad,Married-civ-spouse,,Husband,White,Male,8,Canada,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +40,Private,11th,Separated,Machine-op-inspct,Not-in-family,Black,Male,36,United-States,0 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +27,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +52,Private,HS-grad,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +43,Private,HS-grad,Separated,Transport-moving,Unmarried,White,Female,44,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +27,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +24,,HS-grad,Married-civ-spouse,,Wife,White,Female,25,United-States,0 +49,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Self-emp-not-inc,Some-college,Separated,Craft-repair,Not-in-family,White,Male,30,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,32,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +34,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +23,Private,11th,Separated,Prof-specialty,Own-child,White,Male,35,United-States,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,36,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +63,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,32,United-States,0 +25,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,50,United-States,0 +28,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +39,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +28,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +41,Local-gov,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +52,Local-gov,Assoc-acdm,Divorced,Other-service,Not-in-family,White,Female,30,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,9th,Never-married,Other-service,Own-child,White,Male,50,Mexico,0 +32,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,30,Nicaragua,0 +60,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,37,United-States,0 +47,Private,11th,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,36,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +32,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +61,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,45,United-States,1 +36,Local-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,70,United-States,0 +38,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +59,Private,10th,Widowed,Machine-op-inspct,Not-in-family,White,Male,52,United-States,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +19,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Male,10,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +61,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,43,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +31,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,11th,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +21,Private,9th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +35,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,24,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +51,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,48,United-States,0 +28,Local-gov,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Self-emp-not-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +32,Private,Bachelors,Divorced,Protective-serv,Not-in-family,Black,Male,60,United-States,1 +43,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +46,Private,11th,Divorced,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +49,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +31,Private,10th,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Private,Prof-school,Separated,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +44,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +34,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +21,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Female,60,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +29,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +60,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,Masters,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +27,Private,Masters,Never-married,Sales,Own-child,White,Female,40,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,48,United-States,0 +24,Private,1st-4th,Married-civ-spouse,Other-service,Own-child,Asian-Pac-Islander,Female,5,Vietnam,0 +63,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,22,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +31,Private,Assoc-voc,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,20,United-States,0 +64,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,99,United-States,0 +20,Private,HS-grad,Never-married,Sales,Other-relative,Black,Female,35,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +35,Private,11th,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +41,Local-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +38,Private,Some-college,Divorced,Exec-managerial,Own-child,Black,Female,40,United-States,0 +21,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,,0 +64,State-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +42,Private,7th-8th,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Germany,1 +42,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,1 +36,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,1 +23,Private,12th,Never-married,Machine-op-inspct,Other-relative,White,Male,30,Mexico,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,14,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +56,Federal-gov,Bachelors,Never-married,Transport-moving,Not-in-family,Black,Male,65,United-States,0 +40,Private,Assoc-acdm,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +19,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,24,United-States,0 +33,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +45,Federal-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,Columbia,0 +41,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +48,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +29,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,30,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Other-service,Own-child,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +70,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,Cuba,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,45,United-States,0 +24,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +76,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,15,United-States,0 +25,Private,HS-grad,Separated,Craft-repair,Own-child,White,Male,40,Mexico,0 +39,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,56,United-States,0 +36,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +23,Private,12th,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +60,Private,7th-8th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,Black,Male,30,United-States,0 +54,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,Haiti,1 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +22,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,55,Mexico,0 +54,State-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +43,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +33,Private,12th,Divorced,Craft-repair,Not-in-family,White,Male,42,United-States,0 +30,Private,Prof-school,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,40,,0 +38,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,45,United-States,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Female,52,United-States,0 +32,Private,Some-college,Separated,Tech-support,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +61,Local-gov,7th-8th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +24,,Assoc-voc,Married-civ-spouse,,Wife,Black,Female,35,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +18,Private,10th,Never-married,Priv-house-serv,Own-child,Black,Female,20,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,25,United-States,0 +53,Federal-gov,HS-grad,Divorced,Tech-support,Unmarried,White,Male,40,United-States,0 +32,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +68,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +28,Private,Some-college,Separated,Other-service,Unmarried,White,Female,15,United-States,0 +28,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,El-Salvador,0 +54,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,56,Haiti,1 +21,,Some-college,Never-married,,Own-child,White,Male,48,United-States,0 +52,Private,Bachelors,Separated,Exec-managerial,Unmarried,White,Female,40,,0 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,India,1 +33,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,32,United-States,0 +49,Private,Bachelors,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,40,India,0 +58,Private,7th-8th,Widowed,Other-service,Not-in-family,Other,Female,30,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,24,United-States,1 +67,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +42,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,50,,0 +69,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +61,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,34,United-States,0 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Federal-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +76,,Prof-school,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +53,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,0 +46,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,37,United-States,0 +43,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Cuba,0 +48,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +39,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,1 +59,Private,7th-8th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,38,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +63,Self-emp-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +44,,Some-college,Divorced,,Unmarried,White,Female,10,Poland,0 +46,Private,Some-college,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +22,Private,10th,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +36,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +57,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +58,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,25,United-States,0 +25,,Bachelors,Never-married,,Not-in-family,Asian-Pac-Islander,Male,28,Taiwan,0 +59,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +29,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,Germany,0 +49,Self-emp-inc,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,45,United-States,0 +42,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +43,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,17,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +43,Local-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,12,United-States,0 +40,Private,Assoc-acdm,Divorced,Transport-moving,Unmarried,White,Female,40,United-States,0 +43,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,32,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,28,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,Black,Male,40,United-States,0 +53,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +74,State-gov,Some-college,Separated,Sales,Not-in-family,White,Male,16,United-States,0 +64,,Some-college,Widowed,,Unmarried,White,Female,8,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,State-gov,5th-6th,Never-married,Machine-op-inspct,Own-child,White,Female,10,United-States,0 +23,,10th,Never-married,,Own-child,Black,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +24,Local-gov,Some-college,Never-married,Protective-serv,Unmarried,Other,Male,40,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +25,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,35,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Italy,0 +31,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +44,Private,Bachelors,Divorced,Sales,Unmarried,White,Male,44,United-States,1 +42,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +45,Private,Doctorate,Separated,Exec-managerial,Unmarried,White,Male,40,United-States,1 +52,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +55,Private,Bachelors,Separated,Craft-repair,Not-in-family,White,Male,40,,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,14,United-States,0 +27,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +71,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,52,United-States,1 +22,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,35,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Local-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,1 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Female,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +47,Federal-gov,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +51,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +42,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +28,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,35,Vietnam,0 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +47,Self-emp-not-inc,Some-college,Divorced,Other-service,Not-in-family,White,Female,45,United-States,0 +60,Private,Some-college,Widowed,Sales,Unmarried,White,Female,27,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Own-child,White,Female,40,United-States,1 +58,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +62,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +59,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +41,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,40,Mexico,0 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,37,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +47,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,35,United-States,0 +68,Private,Bachelors,Widowed,Sales,Not-in-family,White,Male,35,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Other,Female,40,United-States,0 +39,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,43,Mexico,0 +37,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,48,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Other,Male,40,United-States,0 +46,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,,HS-grad,Never-married,,Own-child,Black,Male,35,United-States,0 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +52,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +61,Private,9th,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +61,Self-emp-not-inc,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,84,United-States,1 +32,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +32,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Other-relative,White,Male,35,United-States,1 +37,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +53,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +51,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +29,Private,Assoc-voc,Never-married,Sales,Not-in-family,Black,Male,45,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +69,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,1 +28,Private,Masters,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +55,Local-gov,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +45,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +60,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,10,United-States,0 +18,Private,11th,Never-married,Craft-repair,Own-child,White,Male,25,United-States,0 +33,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +29,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +37,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Male,10,United-States,0 +28,Private,10th,Widowed,Adm-clerical,Unmarried,White,Female,35,United-States,0 +43,,Bachelors,Married-civ-spouse,,Wife,White,Female,7,United-States,1 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +47,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,35,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +47,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +36,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +62,Self-emp-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +65,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +46,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +35,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +50,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,6,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,,Some-college,Divorced,,Not-in-family,White,Female,40,United-States,0 +53,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +47,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +62,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +35,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +23,Private,HS-grad,Never-married,Tech-support,Own-child,White,Male,50,United-States,0 +27,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +39,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Black,Female,38,United-States,0 +24,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Female,20,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,38,United-States,0 +34,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,45,Portugal,0 +32,Private,10th,Separated,Craft-repair,Unmarried,White,Female,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,Black,Male,23,United-States,0 +20,Private,Assoc-voc,Never-married,Sales,Not-in-family,Black,Female,35,United-States,0 +38,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +18,Private,12th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +41,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +36,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +61,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,30,United-States,0 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +26,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +47,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,55,United-States,0 +51,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +34,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +26,Private,5th-6th,Never-married,Farming-fishing,Other-relative,Black,Male,40,Mexico,0 +20,State-gov,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,15,United-States,0 +43,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +46,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,49,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,32,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,42,United-States,1 +27,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,60,United-States,0 +43,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Own-child,White,Male,35,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +40,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,44,United-States,0 +35,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,61,United-States,1 +30,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +59,Private,11th,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +65,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +79,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +43,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,Black,Female,35,United-States,1 +54,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,62,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +22,,Bachelors,Never-married,,Own-child,Asian-Pac-Islander,Female,15,Taiwan,0 +34,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,65,United-States,0 +18,Private,11th,Never-married,Prof-specialty,Other-relative,White,Male,3,United-States,0 +40,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,15,United-States,1 +28,Private,9th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +77,,Some-college,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +41,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +41,Private,11th,Divorced,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +41,Private,9th,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +34,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +49,Self-emp-not-inc,Assoc-acdm,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +49,Private,HS-grad,Separated,Sales,Unmarried,White,Male,50,United-States,0 +30,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +62,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,52,United-States,0 +20,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +61,Private,Preschool,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,China,0 +30,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,60,Hungary,0 +29,Federal-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +50,Private,Masters,Divorced,Sales,Not-in-family,White,Female,45,United-States,0 +44,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +62,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +57,Private,Some-college,Widowed,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +35,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +60,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +22,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,Local-gov,Masters,Separated,Prof-specialty,Not-in-family,White,Female,50,,0 +26,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +66,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +24,Private,Preschool,Never-married,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,50,,0 +22,,Some-college,Never-married,,Own-child,White,Male,35,United-States,0 +34,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,0 +35,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,15,United-States,0 +42,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +47,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +29,Self-emp-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,80,United-States,0 +34,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +38,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +62,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Assoc-voc,Never-married,Priv-house-serv,Not-in-family,White,Female,30,United-States,0 +60,Self-emp-inc,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +74,,10th,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,30,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +44,,HS-grad,Married-civ-spouse,,Husband,Black,Male,30,United-States,0 +40,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,0 +50,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,10,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +59,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +51,,Some-college,Divorced,,Not-in-family,Black,Male,50,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +32,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Wife,White,Female,40,France,1 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,State-gov,Some-college,Never-married,Tech-support,Unmarried,Black,Female,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +19,,HS-grad,Never-married,,Own-child,White,Female,30,United-States,0 +32,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +52,Local-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-spouse-absent,Sales,Unmarried,Black,Female,28,Jamaica,0 +39,Federal-gov,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,45,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +55,Federal-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +19,,11th,Never-married,,Own-child,Black,Male,25,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,40,United-States,0 +47,Federal-gov,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +31,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +32,Self-emp-not-inc,Bachelors,Divorced,Craft-repair,Unmarried,Asian-Pac-Islander,Male,47,Iran,0 +33,Private,Assoc-voc,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +31,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,White,Male,35,Mexico,0 +29,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,White,Female,20,France,0 +41,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,Black,Male,24,United-States,0 +53,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +45,Self-emp-not-inc,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,Thailand,0 +34,,Bachelors,Married-civ-spouse,,Wife,White,Female,10,United-States,1 +47,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +24,,7th-8th,Married-civ-spouse,,Own-child,White,Male,60,United-States,0 +42,Private,Masters,Divorced,Tech-support,Unmarried,Black,Female,35,United-States,1 +53,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Self-emp-inc,HS-grad,Divorced,Sales,Unmarried,White,Male,55,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,70,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +43,Private,10th,Separated,Other-service,Not-in-family,Black,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,Black,Female,32,United-States,0 +47,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,1 +21,,Some-college,Married-civ-spouse,,Wife,Black,Female,20,United-States,0 +32,State-gov,Some-college,Divorced,Protective-serv,Unmarried,White,Female,38,United-States,0 +48,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +39,Private,Masters,Divorced,Exec-managerial,Unmarried,Black,Female,60,United-States,1 +58,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +55,Self-emp-not-inc,7th-8th,Never-married,Other-service,Other-relative,White,Female,60,United-States,0 +40,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,55,United-States,0 +33,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +74,Self-emp-not-inc,Doctorate,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,25,United-States,1 +49,Self-emp-not-inc,HS-grad,Widowed,Farming-fishing,Not-in-family,White,Male,55,United-States,0 +56,Self-emp-not-inc,11th,Widowed,Other-service,Unmarried,White,Female,65,Greece,1 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +25,Private,Assoc-acdm,Never-married,Machine-op-inspct,Own-child,Black,Male,48,United-States,0 +57,Private,12th,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +28,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +40,Private,Some-college,Never-married,Sales,Unmarried,Black,Female,45,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +48,,Bachelors,Married-civ-spouse,,Husband,White,Male,55,United-States,1 +20,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,10,Canada,0 +58,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,Black,Male,30,United-States,0 +75,,HS-grad,Widowed,,Not-in-family,White,Female,8,United-States,0 +24,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +28,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,35,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +23,Federal-gov,Some-college,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,United-States,1 +33,Private,12th,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +47,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +81,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,26,United-States,1 +45,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,Other,Male,40,Columbia,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,40,Cambodia,0 +59,Self-emp-not-inc,Bachelors,Widowed,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +46,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +23,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Black,Male,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +37,Private,1st-4th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +34,Local-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +78,,7th-8th,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,43,United-States,1 +61,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,25,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Laos,0 +37,Private,HS-grad,Separated,Craft-repair,Other-relative,Black,Male,40,United-States,0 +35,Private,11th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +52,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +37,,HS-grad,Divorced,,Not-in-family,White,Female,30,United-States,0 +18,Private,11th,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +37,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +46,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +25,,11th,Never-married,,Own-child,White,Male,40,United-States,0 +47,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +32,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Other,Female,40,,0 +25,Self-emp-inc,Some-college,Divorced,Adm-clerical,Own-child,White,Female,50,United-States,0 +50,State-gov,HS-grad,Widowed,Tech-support,Unmarried,Black,Female,40,United-States,0 +18,Private,12th,Never-married,Handlers-cleaners,Own-child,Black,Male,20,United-States,0 +25,Private,9th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +51,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +37,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +37,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,25,United-States,1 +27,Private,5th-6th,Never-married,Craft-repair,Own-child,White,Male,40,,0 +19,Private,11th,Never-married,Sales,Own-child,White,Female,25,United-States,0 +52,Local-gov,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Other-service,Wife,White,Female,45,United-States,0 +17,,12th,Never-married,,Own-child,Other,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +41,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,,10th,Separated,,Unmarried,White,Female,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +41,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +50,State-gov,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +37,Self-emp-inc,11th,Married-spouse-absent,Sales,Not-in-family,White,Male,60,,0 +48,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +40,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Female,70,United-States,0 +65,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +44,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,48,United-States,0 +32,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +28,Private,7th-8th,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +44,Federal-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +39,Local-gov,Assoc-acdm,Divorced,Other-service,Unmarried,White,Female,55,United-States,0 +59,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +31,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,France,1 +34,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +52,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +31,Private,Assoc-acdm,Divorced,Tech-support,Not-in-family,White,Female,44,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,32,United-States,1 +28,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,65,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Female,60,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,80,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,,HS-grad,Never-married,,Own-child,White,Male,50,United-States,0 +27,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,White,Male,65,Greece,1 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +44,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +43,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +41,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +24,Private,Assoc-acdm,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,24,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +53,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,56,United-States,1 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +31,Private,11th,Divorced,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +38,Local-gov,Some-college,Widowed,Transport-moving,Not-in-family,Black,Female,47,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +29,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +24,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +36,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +25,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +55,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Other-relative,White,Female,40,Poland,0 +60,Private,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +41,Private,Assoc-acdm,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +43,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +47,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,Puerto-Rico,0 +38,,7th-8th,Divorced,,Not-in-family,White,Female,40,United-States,0 +30,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,40,England,0 +35,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +25,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,35,United-States,0 +61,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +71,,HS-grad,Married-civ-spouse,,Husband,White,Male,70,United-States,0 +35,State-gov,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +35,Federal-gov,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,Scotland,0 +27,Self-emp-not-inc,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +51,Private,1st-4th,Widowed,Other-service,Unmarried,White,Female,35,Portugal,0 +55,Self-emp-not-inc,Assoc-acdm,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +33,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +25,State-gov,Some-college,Never-married,Tech-support,Not-in-family,Black,Male,40,United-States,0 +52,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +46,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Female,17,United-States,0 +34,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,20,United-States,0 +52,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +46,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +36,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +69,,7th-8th,Married-civ-spouse,,Husband,White,Male,48,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +36,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,65,United-States,0 +31,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +38,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Local-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,35,United-States,0 +24,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Male,20,United-States,0 +37,Private,HS-grad,Divorced,Farming-fishing,Unmarried,White,Male,45,United-States,0 +69,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,72,United-States,1 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Private,Assoc-voc,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +34,State-gov,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +29,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,55,Outlying-US(Guam-USVI-etc),0 +18,,10th,Never-married,,Own-child,White,Female,30,United-States,0 +41,Local-gov,HS-grad,Divorced,Exec-managerial,Own-child,White,Male,45,United-States,0 +42,Private,12th,Married-civ-spouse,Craft-repair,Husband,Black,Male,60,,1 +52,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +38,Private,12th,Never-married,Other-service,Unmarried,White,Female,17,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Other-service,Other-relative,Asian-Pac-Islander,Male,40,Philippines,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +24,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,Bachelors,Divorced,Exec-managerial,Other-relative,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +22,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +28,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,45,France,1 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +32,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,43,United-States,0 +31,Private,9th,Never-married,Craft-repair,Own-child,Amer-Indian-Eskimo,Male,35,United-States,0 +65,,HS-grad,Widowed,,Other-relative,White,Female,25,United-States,0 +56,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +22,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Not-in-family,Amer-Indian-Eskimo,Male,75,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Other-relative,White,Male,50,United-States,0 +27,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +30,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +33,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,22,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +37,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +32,,12th,Never-married,,Own-child,Black,Female,40,United-States,0 +43,Private,Some-college,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +47,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,11th,Divorced,Other-service,Not-in-family,White,Female,70,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +35,Private,Masters,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,40,Taiwan,1 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,7,United-States,0 +42,Private,Some-college,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,35,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Machine-op-inspct,Own-child,White,Male,50,United-States,0 +35,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +28,Private,9th,Never-married,Other-service,Other-relative,White,Male,52,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +26,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,30,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Unmarried,Other,Male,20,Puerto-Rico,0 +30,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +42,Private,Bachelors,Separated,Tech-support,Not-in-family,White,Male,40,United-States,0 +38,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Female,30,United-States,0 +49,Private,Preschool,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +43,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +68,,Some-college,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +68,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Ireland,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +45,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +45,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +30,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +49,State-gov,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +29,Private,HS-grad,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +21,Local-gov,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,19,United-States,0 +59,Private,11th,Divorced,Other-service,Not-in-family,Black,Female,35,United-States,0 +26,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +25,Private,Masters,Never-married,Other-service,Not-in-family,White,Female,37,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +35,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +45,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +66,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,28,United-States,0 +67,,5th-6th,Widowed,,Unmarried,Black,Female,40,United-States,0 +33,Private,Assoc-acdm,Never-married,Sales,Not-in-family,Other,Male,36,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Other,Male,40,Puerto-Rico,0 +72,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,12,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +39,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,12,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,32,United-States,0 +25,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +41,Private,10th,Divorced,Sales,Not-in-family,White,Male,48,United-States,0 +60,Private,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +67,,HS-grad,Divorced,,Not-in-family,White,Female,7,United-States,0 +77,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,14,United-States,0 +62,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,60,United-States,0 +22,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +37,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +52,Federal-gov,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +31,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +23,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Self-emp-inc,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,50,Mexico,0 +38,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,0 +23,Private,10th,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +22,State-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +55,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +39,Private,5th-6th,Married-spouse-absent,Other-service,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +38,Local-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Unmarried,Asian-Pac-Islander,Male,44,Philippines,0 +66,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,24,United-States,0 +30,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +18,Private,7th-8th,Never-married,Sales,Own-child,White,Male,30,Mexico,0 +20,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,60,United-States,0 +20,Private,HS-grad,Never-married,Transport-moving,Other-relative,Black,Male,45,United-States,0 +34,Private,Masters,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +33,Private,Assoc-acdm,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +30,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,42,United-States,0 +41,Local-gov,Preschool,Never-married,Handlers-cleaners,Own-child,White,Female,30,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +44,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +50,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,35,Philippines,0 +38,,Prof-school,Divorced,,Not-in-family,White,Female,30,United-States,0 +30,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,25,United-States,0 +45,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +63,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +55,State-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +22,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +82,,Assoc-voc,Widowed,,Not-in-family,White,Female,8,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +60,Private,11th,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +39,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,Black,Female,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +50,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,Black,Female,30,,0 +53,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Sales,Own-child,Black,Male,60,United-States,0 +37,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,50,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,Mexico,0 +33,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,Peru,0 +34,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +35,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,65,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +33,Private,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +25,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,85,England,1 +36,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,1 +88,Self-emp-not-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,Columbia,0 +40,Self-emp-not-inc,Masters,Separated,Exec-managerial,Unmarried,White,Female,20,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,55,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Black,Female,36,United-States,0 +56,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +36,Self-emp-not-inc,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +67,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +20,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +19,,HS-grad,Never-married,,Own-child,White,Male,30,United-States,0 +19,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Female,15,United-States,0 +25,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,,Some-college,Never-married,,Own-child,Black,Female,40,Cambodia,0 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,91,United-States,0 +33,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +33,Federal-gov,Some-college,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +45,Self-emp-inc,Prof-school,Divorced,Prof-specialty,Unmarried,White,Male,36,United-States,1 +35,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +20,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +36,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,85,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +45,,Masters,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +45,State-gov,Prof-school,Divorced,Prof-specialty,Unmarried,Black,Male,36,United-States,1 +24,Private,5th-6th,Never-married,Machine-op-inspct,Other-relative,White,Male,40,Mexico,0 +28,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Female,36,United-States,0 +63,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,22,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,60,United-States,1 +25,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,55,United-States,1 +44,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +49,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Female,28,United-States,0 +52,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +35,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Male,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +49,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Local-gov,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +28,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +37,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +65,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +30,Federal-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +57,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +42,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +42,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +65,,Prof-school,Never-married,,Not-in-family,White,Male,80,United-States,1 +29,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +71,Local-gov,Masters,Widowed,Exec-managerial,Not-in-family,White,Male,20,United-States,0 +34,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Adm-clerical,Other-relative,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +67,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,18,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +38,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Guatemala,0 +42,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,Haiti,0 +36,State-gov,HS-grad,Separated,Other-service,Own-child,White,Female,32,United-States,0 +23,Self-emp-not-inc,1st-4th,Married-civ-spouse,Sales,Other-relative,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,1 +22,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +39,Private,12th,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,State-gov,Prof-school,Divorced,Prof-specialty,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,56,United-States,1 +38,Private,11th,Divorced,Machine-op-inspct,Unmarried,Black,Female,52,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +37,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +57,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,16,United-States,0 +54,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,30,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,72,United-States,0 +63,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,20,Poland,0 +26,Private,11th,Married-civ-spouse,Other-service,Other-relative,White,Male,25,United-States,0 +40,Private,11th,Divorced,Other-service,Other-relative,White,Female,20,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +39,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,42,United-States,0 +30,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,5,United-States,1 +42,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +42,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +40,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +36,Private,11th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +67,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,35,United-States,0 +65,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +50,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +18,Private,10th,Never-married,Farming-fishing,Own-child,White,Male,27,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,38,United-States,0 +36,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,39,United-States,0 +38,Federal-gov,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +17,Private,10th,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +52,Without-pay,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +34,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +30,,HS-grad,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +49,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,0 +45,Private,9th,Never-married,Other-service,Not-in-family,White,Female,15,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,35,Philippines,1 +34,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +21,Self-emp-not-inc,12th,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,Portugal,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +48,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,1 +27,State-gov,Bachelors,Never-married,Prof-specialty,Unmarried,White,Male,50,United-States,0 +43,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,50,Philippines,0 +55,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +31,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,48,United-States,0 +34,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +37,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +28,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,30,United-States,0 +62,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +40,Federal-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Female,39,United-States,0 +32,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +70,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,34,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,48,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,0 +34,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +24,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +41,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +38,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,40,Mexico,0 +48,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,48,United-States,0 +30,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +48,Private,Some-college,Divorced,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +70,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,28,United-States,0 +37,Private,9th,Divorced,Craft-repair,Own-child,White,Male,35,United-States,0 +51,Private,Assoc-voc,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +59,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +26,Private,5th-6th,Separated,Craft-repair,Not-in-family,Other,Male,35,Mexico,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +34,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +56,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,55,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +46,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +22,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +32,Private,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,40,,0 +72,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +76,,9th,Widowed,,Not-in-family,White,Male,25,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +44,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,0 +33,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,21,United-States,1 +53,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +69,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,20,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,27,United-States,0 +33,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,60,United-States,1 +50,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +22,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +42,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +23,Private,HS-grad,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Male,40,Vietnam,0 +24,,HS-grad,Separated,,Not-in-family,Black,Male,50,Germany,0 +32,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +41,Private,Bachelors,Widowed,Sales,Unmarried,Black,Male,50,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Black,Male,40,United-States,0 +34,State-gov,Doctorate,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,20,China,0 +23,Private,Assoc-voc,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,40,South,0 +30,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Female,45,United-States,0 +26,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +42,,HS-grad,Married-civ-spouse,,Husband,White,Male,60,Dominican-Republic,0 +39,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +42,Private,Some-college,Separated,Exec-managerial,Not-in-family,White,Male,60,Canada,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +27,Private,Bachelors,Never-married,Sales,Own-child,White,Male,35,United-States,0 +30,Self-emp-not-inc,7th-8th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +23,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +58,,Bachelors,Divorced,,Not-in-family,White,Male,25,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +52,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +24,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,48,United-States,0 +58,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +35,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +31,Private,Assoc-voc,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Other-relative,White,Female,35,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Female,35,United-States,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,48,United-States,0 +39,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,25,Mexico,0 +34,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +67,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +28,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,Black,Female,35,Haiti,0 +62,Local-gov,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +54,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,0 +18,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,18,United-States,0 +25,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Female,40,United-States,0 +56,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,70,,0 +30,Private,Prof-school,Never-married,Tech-support,Own-child,White,Female,24,United-States,0 +41,Local-gov,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +59,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Male,60,United-States,1 +36,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,54,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Other-relative,White,Female,30,United-States,0 +30,Private,Bachelors,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,15,China,0 +47,Private,Assoc-voc,Divorced,Sales,Unmarried,Black,Female,25,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,United-States,0 +44,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,63,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +53,State-gov,HS-grad,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,28,United-States,1 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Own-child,White,Male,50,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +19,State-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Own-child,White,Female,60,United-States,0 +36,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +22,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,50,United-States,0 +42,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +33,State-gov,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,,Some-college,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +33,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +52,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +30,Private,Some-college,Never-married,Sales,Own-child,White,Male,30,United-States,0 +18,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,10,United-States,0 +24,State-gov,Some-college,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,24,,0 +17,Private,10th,Never-married,Other-service,Other-relative,White,Male,40,Mexico,0 +48,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +66,,7th-8th,Married-civ-spouse,,Husband,White,Male,32,United-States,0 +46,Local-gov,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +55,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +28,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,24,United-States,0 +43,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +42,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +39,Private,Assoc-voc,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +23,Private,10th,Never-married,Handlers-cleaners,Unmarried,White,Male,50,United-States,0 +20,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +29,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,35,United-States,1 +54,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +34,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +59,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +40,Private,7th-8th,Divorced,Farming-fishing,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Separated,Craft-repair,Own-child,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,44,United-States,1 +67,,Masters,Married-civ-spouse,,Husband,White,Male,2,United-States,0 +49,Self-emp-not-inc,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Male,25,United-States,0 +30,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +56,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +29,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Sales,Own-child,White,Male,42,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,70,United-States,1 +23,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Wife,White,Female,50,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +39,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +32,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,1 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +57,Federal-gov,Some-college,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +36,Private,9th,Married-civ-spouse,Sales,Own-child,White,Male,50,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,55,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +57,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +42,Private,Assoc-voc,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +29,Private,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,45,Columbia,0 +44,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,52,United-States,1 +28,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,43,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +29,Private,Some-college,Divorced,Prof-specialty,Own-child,White,Female,36,United-States,0 +42,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Male,30,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +21,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +56,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +39,Private,Preschool,Never-married,Other-service,Not-in-family,White,Female,12,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,50,United-States,0 +48,Private,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,37,United-States,1 +35,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +43,Private,Bachelors,Separated,Exec-managerial,Unmarried,White,Male,60,United-States,1 +23,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +17,,10th,Never-married,,Other-relative,White,Male,12,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Japan,1 +35,Self-emp-inc,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +53,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +44,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Cuba,1 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +59,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Local-gov,Some-college,Never-married,Other-service,Not-in-family,White,Male,48,United-States,0 +17,Private,12th,Never-married,Sales,Own-child,White,Female,23,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,12,United-States,0 +39,Private,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +46,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +31,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,White,Female,80,Italy,0 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +48,Private,Bachelors,Divorced,Handlers-cleaners,Not-in-family,White,Male,43,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,26,United-States,0 +44,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,48,South,1 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +50,Private,HS-grad,Separated,Adm-clerical,Other-relative,White,Female,40,United-States,0 +56,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Female,20,Yugoslavia,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +18,Local-gov,10th,Never-married,Protective-serv,Own-child,White,Female,6,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,15,United-States,0 +55,Private,Some-college,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Wife,Black,Female,40,United-States,1 +26,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +54,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Puerto-Rico,1 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +52,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +33,Private,10th,Separated,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,Without-pay,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,10,United-States,0 +45,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,99,United-States,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,72,United-States,0 +46,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,43,United-States,0 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +90,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +45,Private,Some-college,Divorced,Protective-serv,Not-in-family,White,Male,70,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +38,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,43,United-States,0 +35,,Prof-school,Never-married,,Not-in-family,Asian-Pac-Islander,Male,45,Japan,1 +37,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +53,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +56,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,,0 +50,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,36,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Male,20,United-States,0 +36,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +37,Private,11th,Divorced,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +38,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +62,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,84,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,41,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,15,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,45,,0 +38,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +35,Private,12th,Never-married,Sales,Not-in-family,Black,Female,40,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,32,United-States,1 +67,Local-gov,Bachelors,Divorced,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +34,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +45,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +17,Private,12th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +59,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,48,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +50,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +63,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,43,United-States,0 +45,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +20,Private,12th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Sales,Other-relative,White,Female,40,,0 +42,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,France,0 +56,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Never-married,Farming-fishing,Unmarried,White,Female,46,United-States,0 +69,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,32,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,55,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Other,Female,60,Guatemala,0 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +61,Federal-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +39,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +27,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,44,United-States,0 +40,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +59,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,,Some-college,Never-married,,Not-in-family,White,Female,15,United-States,0 +42,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,30,United-States,1 +59,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Male,40,United-States,0 +54,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +53,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +20,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,30,United-States,0 +54,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,Masters,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,45,United-States,1 +33,Local-gov,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,55,United-States,0 +35,Private,HS-grad,Widowed,Exec-managerial,Unmarried,White,Female,30,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,50,Portugal,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,1 +29,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +56,Self-emp-not-inc,Masters,Divorced,Sales,Unmarried,White,Female,60,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,25,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +17,Private,11th,Never-married,Priv-house-serv,Own-child,White,Female,25,United-States,0 +35,Local-gov,Some-college,Separated,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +25,Private,1st-4th,Never-married,Priv-house-serv,Not-in-family,White,Female,40,Guatemala,0 +42,State-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +32,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,1 +47,Self-emp-not-inc,Bachelors,Widowed,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,60,Thailand,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +30,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +42,Private,HS-grad,Separated,Sales,Unmarried,White,Female,45,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +37,Self-emp-not-inc,11th,Never-married,Farming-fishing,Own-child,White,Male,37,United-States,0 +26,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,0 +25,Local-gov,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,16,United-States,0 +52,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +50,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +40,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,,1 +32,Private,HS-grad,Married-spouse-absent,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,40,South,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +47,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +30,Private,Assoc-acdm,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,1 +56,Local-gov,Prof-school,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +69,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,24,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Canada,1 +42,Self-emp-not-inc,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +45,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +26,Private,11th,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +28,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,42,United-States,1 +31,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Private,5th-6th,Separated,Farming-fishing,Other-relative,White,Male,60,Mexico,0 +51,Private,HS-grad,Never-married,Exec-managerial,Other-relative,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +38,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +64,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,10,United-States,0 +26,State-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +68,Private,5th-6th,Married-spouse-absent,Sales,Not-in-family,White,Male,22,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +29,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +51,,1st-4th,Separated,,Unmarried,White,Female,40,Mexico,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +26,,10th,Separated,,Other-relative,White,Female,40,Puerto-Rico,0 +33,Local-gov,Bachelors,Married-spouse-absent,Prof-specialty,Other-relative,Black,Male,40,,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +29,Local-gov,HS-grad,Never-married,Protective-serv,Unmarried,White,Male,45,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,27,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +45,Private,9th,Separated,Other-service,Unmarried,Other,Female,40,Trinadad&Tobago,0 +20,Private,HS-grad,Married-civ-spouse,Sales,Own-child,Black,Male,32,United-States,0 +40,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,48,United-States,0 +43,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +52,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,24,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +20,Private,9th,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +44,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,Mexico,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +49,Private,7th-8th,Never-married,Other-service,Other-relative,White,Male,35,United-States,0 +36,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +46,,5th-6th,Married-civ-spouse,,Husband,White,Male,40,Mexico,0 +46,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +46,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,70,United-States,1 +29,Private,HS-grad,Married-spouse-absent,Other-service,Not-in-family,Other,Female,40,Columbia,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,,7th-8th,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +28,,Some-college,Never-married,,Own-child,Black,Female,40,United-States,0 +28,Self-emp-not-inc,Bachelors,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +48,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +52,Private,11th,Divorced,Machine-op-inspct,Not-in-family,Black,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Farming-fishing,Other-relative,White,Male,35,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,2,United-States,0 +46,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +50,Private,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +38,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,Portugal,0 +40,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,35,United-States,0 +58,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,Other,Male,40,Mexico,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,35,United-States,0 +17,,12th,Never-married,,Own-child,White,Female,40,United-States,0 +49,Private,10th,Divorced,Other-service,Not-in-family,White,Male,48,United-States,0 +39,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,38,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +26,Private,HS-grad,Separated,Sales,Unmarried,Black,Female,37,United-States,0 +40,Federal-gov,Masters,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +53,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +22,,Some-college,Never-married,,Not-in-family,Asian-Pac-Islander,Female,12,Thailand,0 +31,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,55,United-States,0 +45,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +34,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Male,40,Mexico,0 +27,State-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,Scotland,0 +40,Private,Some-college,Divorced,Transport-moving,Not-in-family,Black,Female,40,United-States,0 +68,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,32,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,20,United-States,0 +43,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +23,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,27,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +42,Self-emp-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,30,United-States,0 +51,Self-emp-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,55,United-States,0 +34,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +31,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,1 +71,,7th-8th,Divorced,,Unmarried,White,Male,45,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,8,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +26,Private,12th,Married-civ-spouse,Priv-house-serv,Wife,Other,Female,40,Dominican-Republic,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,40,United-States,1 +46,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,40,,0 +41,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +59,Private,10th,Married-spouse-absent,Protective-serv,Not-in-family,Asian-Pac-Islander,Male,40,India,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +45,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Divorced,Tech-support,Unmarried,White,Female,38,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,Assoc-acdm,Never-married,Exec-managerial,Unmarried,White,Male,50,United-States,0 +39,Self-emp-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Private,7th-8th,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Female,40,Puerto-Rico,0 +45,Private,11th,Married-spouse-absent,Machine-op-inspct,Unmarried,Asian-Pac-Islander,Female,40,South,0 +43,Federal-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +49,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +34,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +24,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +67,Self-emp-not-inc,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,15,United-States,1 +33,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,30,United-States,0 +68,Self-emp-inc,Assoc-voc,Widowed,Sales,Not-in-family,White,Female,50,United-States,1 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +24,Private,11th,Never-married,Farming-fishing,Unmarried,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,45,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,63,United-States,0 +48,Private,Bachelors,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +45,Federal-gov,Bachelors,Never-married,Protective-serv,Not-in-family,Black,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +53,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,55,United-States,0 +32,Private,Some-college,Married-civ-spouse,Other-service,Husband,Black,Male,50,United-States,0 +34,Private,11th,Married-civ-spouse,Sales,Husband,White,Male,25,,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +57,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +25,Private,10th,Never-married,Farming-fishing,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,13,United-States,0 +17,Private,9th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +82,Self-emp-inc,Some-college,Widowed,Sales,Not-in-family,White,Male,20,United-States,0 +40,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,32,United-States,0 +26,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,35,United-States,0 +37,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +25,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +65,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,22,United-States,1 +39,Private,Bachelors,Divorced,Sales,Not-in-family,Asian-Pac-Islander,Male,40,China,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +63,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +59,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,35,United-States,0 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,,9th,Never-married,,Unmarried,White,Female,40,Dominican-Republic,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,9,United-States,0 +28,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,30,Mexico,0 +45,Federal-gov,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +40,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +20,Private,9th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +19,,10th,Never-married,,Not-in-family,White,Female,38,United-States,0 +59,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,22,United-States,1 +41,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,0 +49,Local-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Male,48,United-States,1 +37,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,45,United-States,1 +31,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,15,United-States,0 +20,,HS-grad,Never-married,,Other-relative,White,Male,40,El-Salvador,0 +51,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +46,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +48,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +39,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +50,Private,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,45,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,25,United-States,0 +54,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,41,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +42,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +34,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,36,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +40,Private,Preschool,Married-spouse-absent,Adm-clerical,Own-child,White,Male,40,United-States,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +48,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Poland,0 +21,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Female,36,United-States,0 +52,Private,11th,Widowed,Craft-repair,Not-in-family,White,Male,40,United-States,0 +60,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,35,,0 +36,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,Guatemala,0 +42,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +28,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +62,Private,Prof-school,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +65,,HS-grad,Separated,,Not-in-family,White,Female,40,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Canada,1 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +43,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +44,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,39,United-States,0 +25,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,25,United-States,0 +21,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +41,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,El-Salvador,1 +64,,Bachelors,Married-civ-spouse,,Wife,Black,Female,8,United-States,0 +55,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,99,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +63,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,24,United-States,0 +28,Private,Assoc-voc,Never-married,Sales,Unmarried,White,Female,55,,0 +45,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,35,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,40,China,1 +53,Private,12th,Never-married,Other-service,Not-in-family,Other,Female,35,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Priv-house-serv,Not-in-family,White,Female,4,United-States,0 +41,Private,11th,Divorced,Exec-managerial,Unmarried,White,Female,36,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,30,United-States,1 +43,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +53,Local-gov,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,32,Mexico,0 +34,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +46,Federal-gov,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +59,Private,Assoc-acdm,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +53,Private,Bachelors,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,50,United-States,0 +33,Private,7th-8th,Separated,Handlers-cleaners,Not-in-family,Black,Male,35,Haiti,0 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +48,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,72,United-States,1 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,16,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Unmarried,Amer-Indian-Eskimo,Female,35,United-States,0 +21,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +53,Federal-gov,HS-grad,Divorced,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +61,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,1 +58,State-gov,HS-grad,Divorced,Other-service,Own-child,Black,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +45,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,38,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Craft-repair,Wife,White,Female,30,United-States,1 +39,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +48,Self-emp-inc,Doctorate,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +50,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,Black,Male,45,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +23,Private,Some-college,Separated,Sales,Unmarried,White,Female,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +47,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,70,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +60,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +51,Private,Bachelors,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +20,Local-gov,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +29,Local-gov,HS-grad,Never-married,Transport-moving,Own-child,White,Female,37,United-States,0 +42,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,48,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,16,United-States,0 +19,Private,12th,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,Black,Male,45,United-States,1 +48,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,48,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Italy,0 +38,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +39,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +23,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +20,Private,5th-6th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Guatemala,0 +49,Private,Bachelors,Married-spouse-absent,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Male,40,Philippines,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,Canada,1 +43,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +56,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,30,United-States,0 +60,Self-emp-not-inc,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +29,Private,HS-grad,Divorced,Sales,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Female,38,United-States,0 +39,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +37,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,Other,Female,35,United-States,0 +38,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +47,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,36,United-States,0 +50,Self-emp-not-inc,Prof-school,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,,11th,Never-married,,Unmarried,White,Female,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +51,Private,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +53,Self-emp-not-inc,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +29,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,,0 +37,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +20,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +57,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +47,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +27,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +23,Self-emp-inc,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +36,Self-emp-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +48,Private,HS-grad,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,United-States,0 +51,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,16,United-States,0 +59,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Sales,Other-relative,Asian-Pac-Islander,Female,40,Greece,0 +39,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +44,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Never-married,Other-service,Other-relative,White,Female,20,Hungary,0 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +19,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Female,40,United-States,0 +31,Federal-gov,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +19,Private,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,32,United-States,0 +40,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,10,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Italy,1 +40,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Cambodia,0 +18,Private,9th,Never-married,Sales,Own-child,White,Female,42,United-States,0 +32,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,Mexico,1 +50,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,43,United-States,0 +53,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +49,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,32,United-States,0 +40,Private,Bachelors,Married-spouse-absent,Transport-moving,Own-child,Other,Male,45,,0 +31,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +35,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +47,Local-gov,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +43,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +51,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,21,United-States,0 +54,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +76,Local-gov,9th,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +33,Private,7th-8th,Never-married,Sales,Not-in-family,White,Male,43,Mexico,0 +19,Private,12th,Never-married,Transport-moving,Own-child,White,Male,15,United-States,0 +49,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,65,United-States,0 +48,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +36,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +33,Private,12th,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,48,Philippines,1 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Italy,0 +53,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +47,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +52,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Germany,1 +39,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +17,Local-gov,10th,Never-married,Protective-serv,Own-child,White,Female,40,United-States,0 +53,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,64,Philippines,1 +34,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +61,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +47,State-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +26,Local-gov,Some-college,Never-married,Other-service,Own-child,Black,Female,10,Jamaica,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +39,Private,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,99,United-States,1 +17,Local-gov,11th,Never-married,Prof-specialty,Own-child,Black,Male,15,United-States,0 +46,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +45,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,45,France,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +28,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,4,United-States,0 +18,Self-emp-inc,11th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +38,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +66,,Assoc-voc,Widowed,,Not-in-family,White,Female,30,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +49,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +43,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Wife,Amer-Indian-Eskimo,Female,50,United-States,1 +34,State-gov,Masters,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +25,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Sales,Own-child,Black,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,,0 +49,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +37,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +39,Private,Bachelors,Never-married,Exec-managerial,Other-relative,Black,Male,45,United-States,0 +33,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Female,40,United-States,0 +41,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Wife,White,Female,35,United-States,1 +65,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,53,United-States,0 +26,,Bachelors,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +31,Private,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +71,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,0 +25,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +19,,Some-college,Married-civ-spouse,,Wife,White,Female,30,United-States,0 +36,Self-emp-not-inc,Prof-school,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +44,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,38,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +65,Private,11th,Divorced,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,England,1 +53,Local-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +40,Self-emp-inc,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,15,,0 +35,Private,11th,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +41,Self-emp-inc,9th,Married-civ-spouse,Sales,Wife,White,Female,70,Dominican-Republic,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,Canada,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +26,Private,Some-college,Never-married,Other-service,Own-child,White,Female,45,United-States,0 +28,Local-gov,HS-grad,Never-married,Transport-moving,Own-child,Black,Female,40,United-States,0 +27,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Female,8,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,35,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Germany,1 +50,Self-emp-inc,Masters,Never-married,Prof-specialty,Not-in-family,Black,Male,50,Trinadad&Tobago,0 +30,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,62,United-States,0 +47,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Male,40,United-States,0 +27,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +55,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,29,,0 +35,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +31,Self-emp-not-inc,12th,Married-civ-spouse,Sales,Wife,Asian-Pac-Islander,Female,50,,0 +39,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +25,,HS-grad,Married-spouse-absent,,Not-in-family,White,Male,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,20,South,0 +30,,7th-8th,Widowed,,Not-in-family,White,Female,44,United-States,0 +25,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,White,Female,22,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +26,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +39,Self-emp-not-inc,Some-college,Divorced,Sales,Unmarried,White,Male,47,United-States,0 +48,Private,Bachelors,Divorced,Priv-house-serv,Not-in-family,White,Female,44,Germany,0 +24,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,35,United-States,0 +46,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +53,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,0 +36,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,70,United-States,0 +34,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,45,United-States,0 +25,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,70,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Federal-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,20,United-States,0 +33,Private,9th,Divorced,Craft-repair,Unmarried,White,Male,55,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,Puerto-Rico,1 +30,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,10,United-States,0 +32,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +46,,HS-grad,Divorced,,Not-in-family,Black,Female,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +35,State-gov,HS-grad,Divorced,Protective-serv,Unmarried,White,Female,40,United-States,0 +35,Private,HS-grad,Separated,Prof-specialty,Other-relative,Black,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,38,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +43,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Philippines,1 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +61,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +42,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +33,Private,12th,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +35,State-gov,Some-college,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +32,,HS-grad,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +61,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +28,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +58,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +56,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +26,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +25,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +65,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,10,United-States,0 +57,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +36,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +42,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +18,,12th,Never-married,,Other-relative,Black,Male,20,United-States,0 +18,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +19,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,30,United-States,0 +28,Private,Bachelors,Divorced,Other-service,Unmarried,White,Female,48,England,1 +37,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +60,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,47,United-States,0 +17,Local-gov,12th,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +37,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +29,State-gov,Assoc-voc,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +34,Private,HS-grad,Separated,Transport-moving,Not-in-family,Black,Male,20,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,1 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,15,United-States,0 +47,State-gov,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +57,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,Mexico,0 +33,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +40,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +40,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,42,United-States,0 +35,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,11th,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +31,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +58,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +26,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +35,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,India,0 +43,Private,12th,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +32,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,35,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +48,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +31,Private,5th-6th,Never-married,Other-service,Own-child,White,Male,40,Mexico,0 +20,,Some-college,Never-married,,Own-child,White,Female,25,United-States,0 +28,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +50,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Other-relative,Black,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,63,United-States,1 +23,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +24,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +26,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +45,State-gov,HS-grad,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +88,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,11th,Never-married,Adm-clerical,Own-child,Amer-Indian-Eskimo,Female,15,South,0 +24,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +84,,5th-6th,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +48,Private,10th,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +31,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +58,Private,HS-grad,Widowed,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +35,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +36,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Private,9th,Widowed,Other-service,Unmarried,Black,Male,52,,0 +30,Private,Some-college,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,45,United-States,0 +30,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +19,,12th,Married-civ-spouse,,Other-relative,White,Female,40,United-States,1 +30,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,43,United-States,0 +23,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,1 +41,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +52,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +27,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Female,36,United-States,0 +60,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +69,State-gov,Prof-school,Married-civ-spouse,Adm-clerical,Husband,White,Male,34,United-States,1 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,Black,Male,25,United-States,0 +60,State-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,Mexico,0 +64,Private,Some-college,Widowed,Tech-support,Not-in-family,White,Female,35,United-States,0 +39,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +51,Private,10th,Divorced,Craft-repair,Not-in-family,Black,Female,35,United-States,0 +25,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +17,,10th,Never-married,,Own-child,White,Female,4,United-States,0 +37,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +74,Self-emp-not-inc,HS-grad,Widowed,Farming-fishing,Not-in-family,White,Female,14,United-States,0 +26,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,30,United-States,0 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,1 +20,Private,11th,Never-married,Transport-moving,Own-child,White,Male,15,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +40,Private,HS-grad,Widowed,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +50,State-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +25,Private,Preschool,Never-married,Farming-fishing,Not-in-family,White,Male,35,Mexico,0 +44,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,United-States,1 +38,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +54,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +40,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,Black,Female,52,United-States,0 +37,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,1 +46,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +20,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,10,United-States,0 +71,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,3,United-States,0 +35,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +62,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,Cuba,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,90,United-States,0 +30,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,20,Taiwan,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +18,Self-emp-not-inc,11th,Never-married,Other-service,Own-child,White,Female,4,United-States,0 +35,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Male,1,United-States,0 +46,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Own-child,White,Male,50,United-States,0 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +27,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +25,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +47,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +51,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +20,Private,11th,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +32,Private,Some-college,Separated,Machine-op-inspct,Unmarried,Black,Female,70,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +58,,5th-6th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +52,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +35,Private,Masters,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +56,State-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Female,38,,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +56,,Some-college,Never-married,,Not-in-family,Black,Female,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,20,United-States,0 +62,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +52,Federal-gov,Bachelors,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +40,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Nicaragua,0 +41,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +27,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,37,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,23,United-States,0 +41,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +27,Private,Bachelors,Never-married,Handlers-cleaners,Unmarried,White,Male,35,United-States,0 +50,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +29,Private,5th-6th,Never-married,Other-service,Own-child,White,Female,40,El-Salvador,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +30,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,60,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +39,Local-gov,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,Local-gov,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +59,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +31,,HS-grad,Divorced,,Unmarried,Black,Female,20,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +47,Self-emp-inc,Prof-school,Never-married,Other-service,Not-in-family,White,Male,60,United-States,1 +64,Self-emp-inc,1st-4th,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +29,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +38,Local-gov,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +53,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +70,,Bachelors,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,40,China,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,Bachelors,Divorced,Sales,Other-relative,Asian-Pac-Islander,Female,40,South,0 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,55,India,0 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,10,Hungary,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +47,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +59,Private,7th-8th,Never-married,Farming-fishing,Unmarried,White,Male,40,United-States,0 +33,Federal-gov,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,1 +63,Self-emp-not-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,35,United-States,1 +18,Local-gov,HS-grad,Never-married,Other-service,Own-child,White,Male,60,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +27,Local-gov,HS-grad,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +40,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,48,United-States,1 +38,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,47,United-States,0 +35,Self-emp-not-inc,HS-grad,Separated,Transport-moving,Not-in-family,White,Male,70,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +34,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +23,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +53,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +18,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +65,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +49,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +64,Private,10th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +68,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +56,Self-emp-not-inc,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +68,Federal-gov,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +50,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,12,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,28,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,10,United-States,0 +36,Private,Assoc-acdm,Never-married,Tech-support,Unmarried,White,Female,45,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,32,United-States,0 +47,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,60,United-States,0 +34,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +53,Private,Some-college,Widowed,Sales,Unmarried,White,Female,30,United-States,0 +32,Private,Bachelors,Divorced,Machine-op-inspct,Not-in-family,White,Female,42,United-States,0 +44,Self-emp-not-inc,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +35,Private,5th-6th,Never-married,Farming-fishing,Unmarried,White,Male,36,United-States,0 +34,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,4,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,37,Mexico,0 +56,Local-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +50,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +46,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +47,Private,Assoc-acdm,Separated,Adm-clerical,Unmarried,White,Female,57,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,80,Italy,0 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,46,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,0 +53,Private,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,37,United-States,1 +75,Self-emp-not-inc,Assoc-voc,Widowed,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +46,Federal-gov,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +51,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Other-service,Own-child,White,Male,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,45,United-States,0 +45,Self-emp-not-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +40,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +20,,10th,Divorced,,Not-in-family,White,Female,40,United-States,0 +68,Private,9th,Divorced,Farming-fishing,Not-in-family,Black,Male,20,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,24,United-States,0 +48,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +57,Federal-gov,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +54,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,98,United-States,1 +47,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,,11th,Never-married,,Own-child,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Other,Male,45,United-States,1 +56,Local-gov,12th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,28,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,,0 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,Germany,0 +44,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,60,United-States,0 +21,State-gov,Some-college,Never-married,Sales,Own-child,Black,Female,12,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +23,Private,9th,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,32,United-States,0 +46,,Assoc-voc,Divorced,,Unmarried,White,Male,30,United-States,0 +43,Self-emp-not-inc,Bachelors,Divorced,Sales,Unmarried,White,Male,45,United-States,0 +31,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +40,Private,Some-college,Divorced,Transport-moving,Unmarried,White,Male,40,United-States,1 +27,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,12,United-States,0 +64,Local-gov,Some-college,Never-married,Transport-moving,Unmarried,White,Male,40,United-States,0 +31,Federal-gov,Assoc-voc,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,45,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,20,Canada,1 +28,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,24,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +60,Self-emp-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +46,Private,10th,Divorced,Adm-clerical,Own-child,Black,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,27,United-States,0 +44,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +65,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,Mexico,0 +21,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,25,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +27,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +19,State-gov,Some-college,Never-married,Other-service,Not-in-family,Black,Male,12,United-States,0 +40,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +44,Local-gov,Assoc-acdm,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +33,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +72,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,10,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +59,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +40,Private,HS-grad,Divorced,Protective-serv,Not-in-family,Black,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +41,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +50,Private,12th,Divorced,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +21,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,10,United-States,0 +40,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +43,Private,5th-6th,Separated,Machine-op-inspct,Not-in-family,White,Female,40,Mexico,0 +17,Private,11th,Never-married,Transport-moving,Own-child,White,Female,16,United-States,0 +42,Local-gov,7th-8th,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +19,Private,12th,Never-married,Adm-clerical,Own-child,White,Male,38,,0 +43,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Mexico,0 +46,Private,9th,Separated,Craft-repair,Unmarried,White,Female,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,20,United-States,0 +50,Local-gov,Prof-school,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Laos,1 +47,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,40,Puerto-Rico,0 +31,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,99,United-States,0 +33,Private,7th-8th,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +39,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Widowed,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,20,United-States,0 +52,State-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,60,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,25,United-States,0 +23,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,60,United-States,0 +37,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +25,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,38,United-States,0 +49,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +40,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,Other,Male,32,United-States,0 +35,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,45,United-States,0 +32,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Male,40,United-States,0 +35,Private,HS-grad,Separated,Other-service,Own-child,Black,Female,30,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +29,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,28,United-States,0 +50,Local-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +49,,Bachelors,Married-civ-spouse,,Husband,White,Male,60,United-States,1 +30,Local-gov,HS-grad,Divorced,Protective-serv,Own-child,White,Female,32,United-States,0 +37,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,El-Salvador,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +55,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +61,Private,12th,Widowed,Machine-op-inspct,Unmarried,White,Female,40,Italy,0 +22,Private,HS-grad,Married-spouse-absent,Other-service,Own-child,White,Female,3,United-States,0 +23,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,12,United-States,0 +43,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,24,Philippines,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +52,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Male,45,United-States,1 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +51,Self-emp-not-inc,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Female,99,United-States,0 +47,Private,10th,Divorced,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,45,United-States,0 +49,,9th,Divorced,,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +48,Federal-gov,Some-college,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Never-worked,Some-college,Never-married,,Own-child,Black,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +72,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,30,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,,1 +47,,Some-college,Divorced,,Not-in-family,Amer-Indian-Eskimo,Female,35,United-States,0 +39,Private,HS-grad,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +24,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +44,Private,Some-college,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,40,Poland,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Female,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,53,United-States,1 +20,Private,12th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,12,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,Puerto-Rico,0 +67,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,2,United-States,0 +37,Local-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,France,1 +36,Private,HS-grad,Divorced,Exec-managerial,Own-child,White,Female,40,United-States,0 +38,Private,Assoc-voc,Separated,Tech-support,Unmarried,White,Female,20,United-States,0 +23,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,80,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +25,Private,HS-grad,Divorced,Exec-managerial,Own-child,White,Male,40,United-States,0 +41,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +63,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +31,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,37,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +51,Private,9th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +34,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +66,Self-emp-not-inc,Doctorate,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,15,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +35,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +29,Private,Some-college,Divorced,Exec-managerial,Own-child,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Male,32,United-States,1 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +20,Private,Assoc-acdm,Never-married,Transport-moving,Own-child,White,Male,20,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Separated,Other-service,Unmarried,Black,Female,37,United-States,0 +44,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +50,Private,Masters,Divorced,Sales,Not-in-family,White,Female,40,United-States,1 +49,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +36,,Bachelors,Never-married,,Own-child,White,Female,40,United-States,0 +71,State-gov,Prof-school,Married-civ-spouse,Other-service,Husband,White,Male,28,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Male,25,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,,0 +59,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +41,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +38,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,42,United-States,0 +55,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +17,Private,9th,Never-married,Other-service,Unmarried,White,Female,20,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +43,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,30,United-States,0 +19,Private,12th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +33,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,40,United-States,0 +63,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +39,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,50,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +31,Private,Assoc-acdm,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +21,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Assoc-voc,Never-married,Adm-clerical,Other-relative,White,Female,36,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,8,United-States,0 +45,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,60,United-States,1 +59,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +58,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Greece,1 +66,Local-gov,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,35,United-States,1 +37,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +29,Private,Some-college,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +32,State-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +57,Private,HS-grad,Widowed,Exec-managerial,Unmarried,White,Female,45,United-States,0 +57,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,Self-emp-inc,HS-grad,Married-spouse-absent,Sales,Not-in-family,White,Male,60,United-States,0 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,1 +56,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +26,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,48,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Female,40,Italy,0 +26,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Own-child,White,Male,65,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +56,Local-gov,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,38,United-States,0 +23,Private,Some-college,Never-married,Sales,Own-child,White,Male,36,Iran,0 +23,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Male,25,United-States,0 +35,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,32,United-States,1 +45,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +56,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,Federal-gov,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +44,Private,12th,Never-married,Transport-moving,Not-in-family,Black,Male,36,United-States,0 +21,,Some-college,Never-married,,Other-relative,White,Male,10,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,38,United-States,0 +17,,11th,Never-married,,Own-child,Black,Female,40,United-States,0 +44,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,23,United-States,0 +71,,HS-grad,Widowed,,Unmarried,White,Male,24,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,Mexico,0 +29,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,United-States,0 +33,Private,Some-college,Separated,Other-service,Not-in-family,White,Female,30,United-States,0 +46,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,48,United-States,1 +21,,Some-college,Never-married,,Own-child,Black,Female,40,United-States,0 +36,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +70,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,1 +19,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Female,37,United-States,0 +29,Private,Some-college,Married-civ-spouse,Exec-managerial,Own-child,Black,Female,40,United-States,0 +34,Private,Assoc-acdm,Never-married,Sales,Unmarried,White,Male,50,United-States,0 +26,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,,Bachelors,Never-married,,Not-in-family,Asian-Pac-Islander,Male,25,Taiwan,0 +28,Private,HS-grad,Never-married,Sales,Own-child,White,Male,48,United-States,0 +24,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +76,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +19,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +45,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,30,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,42,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +23,Local-gov,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Other-service,Not-in-family,Other,Female,40,United-States,0 +64,Private,Assoc-acdm,Never-married,Prof-specialty,Other-relative,White,Female,30,United-States,0 +53,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +28,Private,Some-college,Married-civ-spouse,Adm-clerical,Own-child,White,Female,40,United-States,0 +52,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +28,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,Black,Male,50,United-States,0 +31,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +77,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,10,United-States,0 +22,Private,HS-grad,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,20,United-States,0 +38,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +45,,11th,Divorced,,Own-child,Black,Male,40,United-States,0 +25,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +53,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +24,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +57,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +39,Private,Prof-school,Married-civ-spouse,Exec-managerial,Wife,White,Female,48,United-States,1 +30,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,30,United-States,0 +31,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +39,State-gov,Some-college,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Sales,Own-child,White,Female,65,United-States,0 +48,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,44,United-States,0 +62,,Masters,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +34,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +32,Private,11th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +40,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +19,,10th,Never-married,,Own-child,Black,Male,25,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,84,United-States,0 +42,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,57,United-States,0 +66,Private,Bachelors,Married-civ-spouse,Priv-house-serv,Other-relative,White,Male,99,United-States,0 +63,Self-emp-not-inc,HS-grad,Widowed,Sales,Not-in-family,White,Male,70,United-States,0 +43,Private,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,25,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,20,Mexico,0 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,1 +39,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Female,48,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Wife,White,Female,40,United-States,0 +43,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +31,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +41,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,60,United-States,0 +50,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,35,United-States,0 +36,Private,11th,Separated,Exec-managerial,Not-in-family,White,Female,32,United-States,0 +31,,HS-grad,Separated,,Own-child,White,Female,20,United-States,0 +45,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +50,Private,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +52,Private,7th-8th,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,0 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +64,,10th,Married-civ-spouse,,Husband,White,Male,56,United-States,1 +51,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,39,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +55,Self-emp-not-inc,10th,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +30,Private,HS-grad,Never-married,Tech-support,Unmarried,White,Female,40,United-States,0 +34,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +24,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,50,United-States,0 +30,Private,10th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +33,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,70,United-States,0 +32,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,40,,0 +29,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,47,United-States,0 +18,Private,11th,Never-married,Prof-specialty,Own-child,White,Male,15,United-States,0 +20,Private,11th,Never-married,Sales,Own-child,White,Female,25,United-States,0 +45,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,35,,0 +45,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +42,Local-gov,7th-8th,Married-spouse-absent,Other-service,Not-in-family,White,Female,35,Puerto-Rico,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,35,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +21,Private,7th-8th,Never-married,Farming-fishing,Own-child,White,Female,38,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,20,United-States,0 +45,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,48,United-States,0 +41,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +49,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +37,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +70,Private,Bachelors,Widowed,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,32,Philippines,0 +24,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +24,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,20,United-States,0 +83,Self-emp-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +69,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,China,1 +37,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +54,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +71,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +56,State-gov,HS-grad,Widowed,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Other,Female,45,,0 +42,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Male,44,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,Private,7th-8th,Never-married,Other-service,Not-in-family,White,Male,24,,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +38,Private,Some-college,Separated,Other-service,Not-in-family,White,Female,72,United-States,0 +55,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,1 +48,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +58,Self-emp-not-inc,HS-grad,Widowed,Farming-fishing,Not-in-family,White,Male,80,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,State-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +49,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,46,United-States,0 +51,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,40,United-States,0 +23,Private,HS-grad,Separated,Craft-repair,Own-child,White,Male,53,United-States,0 +40,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,Black,Male,50,United-States,0 +59,Private,HS-grad,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,China,0 +47,Private,Bachelors,Divorced,Craft-repair,Not-in-family,White,Female,50,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +39,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +48,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +29,Private,9th,Never-married,Sales,Not-in-family,White,Female,48,United-States,0 +48,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +37,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,30,United-States,0 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +28,Private,10th,Never-married,Other-service,Own-child,Black,Female,30,United-States,0 +56,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,Trinadad&Tobago,0 +45,Private,HS-grad,Divorced,Transport-moving,Own-child,White,Male,60,United-States,0 +60,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +53,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +37,State-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-AF-spouse,Farming-fishing,Husband,White,Male,44,United-States,1 +31,,HS-grad,Widowed,,Unmarried,White,Female,36,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,Cuba,0 +31,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Female,16,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +24,Private,Bachelors,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,32,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +34,Private,1st-4th,Never-married,Other-service,Other-relative,White,Female,40,Guatemala,0 +47,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +58,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,62,Canada,0 +23,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +76,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Male,6,United-States,0 +40,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,0 +28,Private,7th-8th,Divorced,Other-service,Unmarried,White,Female,50,United-States,0 +41,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +46,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,96,United-States,1 +22,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,40,United-States,0 +31,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +41,Private,Some-college,Never-married,Transport-moving,Not-in-family,Black,Male,43,United-States,0 +29,Private,HS-grad,Never-married,Transport-moving,Other-relative,Other,Male,40,Dominican-Republic,0 +60,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +72,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +41,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +25,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +59,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +17,Private,11th,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +59,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +69,,Some-college,Never-married,,Not-in-family,White,Male,1,United-States,0 +25,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,43,United-States,0 +50,,HS-grad,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +29,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +29,Local-gov,Some-college,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +29,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Male,40,United-States,0 +32,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +17,,10th,Never-married,,Other-relative,White,Male,6,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +41,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +54,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +65,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,,HS-grad,Never-married,,Own-child,Other,Female,40,United-States,0 +70,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +21,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +47,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Male,38,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +31,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +49,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +33,Self-emp-inc,HS-grad,Never-married,Other-service,Unmarried,Asian-Pac-Islander,Male,40,Vietnam,0 +30,Federal-gov,Prof-school,Never-married,Exec-managerial,Not-in-family,White,Male,55,,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +41,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,35,United-States,1 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +53,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +71,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,16,United-States,0 +29,Private,Some-college,Never-married,Sales,Unmarried,White,Female,25,United-States,0 +43,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +52,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +28,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,0 +37,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,52,United-States,0 +54,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,45,United-States,1 +61,Self-emp-inc,Doctorate,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Taiwan,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +33,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Female,37,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Protective-serv,Other-relative,White,Male,24,United-States,0 +54,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,Germany,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +51,Federal-gov,Masters,Widowed,Sales,Unmarried,White,Male,50,El-Salvador,1 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,1 +47,Local-gov,Assoc-acdm,Separated,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +31,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +21,Private,Assoc-voc,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +52,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,25,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Other-relative,Asian-Pac-Islander,Female,60,Philippines,0 +23,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +43,State-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +18,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +48,Private,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +55,Self-emp-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,20,United-States,0 +41,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,Local-gov,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,32,United-States,0 +40,Private,Bachelors,Separated,Sales,Not-in-family,White,Male,40,United-States,0 +56,Self-emp-not-inc,Some-college,Divorced,Sales,Unmarried,White,Female,48,United-States,0 +23,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +27,Local-gov,HS-grad,Never-married,Craft-repair,Unmarried,Black,Male,40,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +72,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,74,United-States,0 +43,Local-gov,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,Black,Female,35,United-States,0 +53,Private,Some-college,Separated,Adm-clerical,Own-child,White,Male,40,Cuba,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +38,Private,10th,Widowed,Transport-moving,Unmarried,Black,Male,40,United-States,0 +41,Federal-gov,Assoc-voc,Divorced,Adm-clerical,Own-child,Black,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,45,United-States,0 +70,,Some-college,Married-civ-spouse,,Husband,White,Male,4,United-States,1 +46,Self-emp-inc,Bachelors,Widowed,Exec-managerial,Not-in-family,White,Female,50,,0 +47,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +56,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,15,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +55,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,State-gov,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +47,Private,11th,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +42,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,25,United-States,0 +42,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,44,Mexico,0 +42,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +46,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,99,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,55,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +25,Private,12th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,30,Dominican-Republic,0 +34,Self-emp-inc,Bachelors,Divorced,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +27,Local-gov,Bachelors,Divorced,Prof-specialty,Other-relative,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +37,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +48,Private,Some-college,Divorced,Sales,Unmarried,White,Male,45,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,0 +17,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +70,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,37,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Local-gov,Some-college,Divorced,Adm-clerical,Own-child,White,Female,38,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +42,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,90,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +26,,Some-college,Never-married,,Own-child,White,Male,12,United-States,0 +56,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +47,Self-emp-not-inc,5th-6th,Married-civ-spouse,Sales,Husband,White,Male,50,Mexico,0 +21,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +32,State-gov,Some-college,Married-spouse-absent,Farming-fishing,Own-child,White,Male,50,United-States,0 +72,Private,9th,Widowed,Other-service,Unmarried,Black,Female,20,United-States,0 +69,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,25,United-States,0 +25,Local-gov,Bachelors,Never-married,Craft-repair,Own-child,White,Male,25,United-States,0 +56,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +42,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +58,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,35,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,38,United-States,1 +40,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,,0 +25,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Own-child,Asian-Pac-Islander,Female,40,Philippines,1 +36,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,46,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Separated,Sales,Unmarried,Black,Female,20,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,50,United-States,1 +33,Private,Some-college,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +21,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,30,,0 +39,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,30,United-States,0 +40,Federal-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +58,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +63,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,0 +56,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +30,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,39,United-States,0 +25,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +41,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +50,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,United-States,1 +58,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Italy,0 +25,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,15,Mexico,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Amer-Indian-Eskimo,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +55,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +44,Private,Assoc-acdm,Separated,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +41,,Assoc-voc,Married-civ-spouse,,Wife,White,Female,5,,0 +44,Private,12th,Divorced,Transport-moving,Not-in-family,White,Female,40,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,54,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +32,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +46,State-gov,7th-8th,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +26,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,20,United-States,0 +43,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,Local-gov,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +60,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,38,China,1 +67,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,30,United-States,0 +55,,HS-grad,Never-married,,Not-in-family,White,Female,40,United-States,0 +48,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,1 +19,State-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +19,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +43,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +31,Private,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,90,United-States,0 +65,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +36,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +33,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +72,,10th,Divorced,,Not-in-family,White,Male,12,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +27,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +75,Self-emp-inc,11th,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +39,,10th,Widowed,,Unmarried,White,Female,15,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +40,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +48,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,30,United-States,0 +36,Local-gov,Bachelors,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +33,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +39,State-gov,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +67,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,20,United-States,0 +42,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +59,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,30,United-States,0 +47,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,48,United-States,0 +68,Private,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +30,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,60,United-States,0 +49,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +60,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,,1 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Female,35,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +21,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +48,Local-gov,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +52,Local-gov,9th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +48,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +40,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,66,United-States,1 +29,,11th,Divorced,,Not-in-family,White,Female,48,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,20,United-States,0 +31,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,25,United-States,0 +30,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,,0 +51,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +29,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +56,Self-emp-not-inc,Masters,Never-married,Sales,Not-in-family,White,Male,16,United-States,0 +46,Private,Bachelors,Separated,Tech-support,Unmarried,White,Female,40,United-States,0 +41,Private,Some-college,Separated,Prof-specialty,Own-child,White,Female,40,United-States,0 +29,Private,5th-6th,Never-married,Other-service,Other-relative,White,Female,40,El-Salvador,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,30,South,0 +34,Self-emp-inc,HS-grad,Divorced,Sales,Not-in-family,White,Female,50,United-States,0 +42,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,30,Columbia,0 +47,Private,11th,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +43,Local-gov,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,22,United-States,0 +19,Local-gov,Some-college,Never-married,Other-service,Own-child,Black,Female,35,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +40,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,70,United-States,0 +41,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Yugoslavia,0 +71,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +31,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,47,United-States,0 +69,,Some-college,Married-civ-spouse,,Husband,White,Male,32,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +36,Private,11th,Widowed,Other-service,Unmarried,Black,Female,12,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +20,,Some-college,Never-married,,Own-child,Other,Female,35,United-States,0 +41,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +27,Private,12th,Married-civ-spouse,Farming-fishing,Own-child,White,Male,55,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,Canada,0 +35,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,99,United-States,0 +44,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +27,Private,Assoc-voc,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +51,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,45,United-States,0 +64,Self-emp-not-inc,10th,Married-civ-spouse,Prof-specialty,Husband,White,Male,10,United-States,1 +54,Self-emp-not-inc,7th-8th,Divorced,Transport-moving,Not-in-family,White,Male,45,Cuba,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,Mexico,0 +32,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,35,United-States,0 +36,Private,Assoc-acdm,Never-married,Sales,Not-in-family,Black,Male,43,United-States,1 +26,Self-emp-not-inc,HS-grad,Never-married,Sales,Other-relative,Asian-Pac-Islander,Male,50,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +26,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +66,Local-gov,HS-grad,Widowed,Transport-moving,Not-in-family,Black,Female,40,United-States,0 +43,Private,HS-grad,Separated,Adm-clerical,Not-in-family,Black,Female,32,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +37,Private,10th,Divorced,Exec-managerial,Unmarried,White,Female,35,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +50,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +42,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,70,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +42,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +65,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +32,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,10,United-States,0 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +51,Federal-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +67,,10th,Never-married,,Not-in-family,Black,Female,35,United-States,0 +28,Private,11th,Married-spouse-absent,Other-service,Unmarried,White,Female,35,United-States,0 +32,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +77,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,20,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +57,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,35,United-States,1 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +50,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +19,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,45,Mexico,0 +54,Federal-gov,12th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +51,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +51,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +38,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +68,,Bachelors,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +17,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +42,Private,Some-college,Divorced,Sales,Unmarried,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +58,Private,11th,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +61,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Craft-repair,Wife,Black,Female,35,United-States,1 +49,Private,Masters,Married-spouse-absent,Protective-serv,Not-in-family,Asian-Pac-Islander,Male,40,India,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,0 +43,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +46,Private,Bachelors,Divorced,Sales,Unmarried,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +50,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +57,Private,Some-college,Married-spouse-absent,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,38,United-States,0 +79,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Wife,White,Female,45,United-States,0 +35,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +35,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,1 +26,Private,10th,Never-married,Farming-fishing,Not-in-family,Black,Male,40,United-States,0 +49,Private,HS-grad,Never-married,Transport-moving,Unmarried,Black,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,45,United-States,0 +22,Private,11th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +50,Private,10th,Separated,Adm-clerical,Not-in-family,Black,Female,47,Jamaica,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +44,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +73,Private,9th,Widowed,Other-service,Unmarried,White,Female,9,United-States,0 +24,,HS-grad,Never-married,,Not-in-family,Asian-Pac-Islander,Female,45,,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Hong,0 +28,,12th,Married-civ-spouse,,Wife,White,Female,20,Germany,0 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +29,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +24,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +18,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +41,Private,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,90,United-States,1 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +27,Private,5th-6th,Never-married,Farming-fishing,Unmarried,White,Male,50,United-States,0 +50,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +25,Private,1st-4th,Never-married,Machine-op-inspct,Not-in-family,White,Male,24,Mexico,0 +42,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Japan,0 +62,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,1 +71,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +44,Private,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +19,,10th,Never-married,,Own-child,White,Male,30,United-States,0 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +60,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Poland,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,55,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +43,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +65,Local-gov,12th,Widowed,Exec-managerial,Not-in-family,White,Male,44,United-States,0 +23,Private,10th,Never-married,Craft-repair,Own-child,White,Male,44,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +20,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,18,Philippines,0 +77,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,32,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +37,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +59,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +22,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +30,,Bachelors,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +29,Federal-gov,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +58,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,38,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +19,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,28,United-States,1 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +29,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +47,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +37,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +46,Private,Bachelors,Divorced,Sales,Unmarried,Black,Female,35,United-States,1 +28,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,56,United-States,1 +39,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +70,,HS-grad,Widowed,,Not-in-family,White,Female,12,United-States,0 +60,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +59,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Black,Male,48,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,60,United-States,0 +22,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Female,16,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +41,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +31,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,1 +62,Private,Assoc-voc,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,0 +28,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,60,United-States,0 +43,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +55,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +42,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,25,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +55,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +19,Private,11th,Never-married,Sales,Own-child,Other,Female,32,Nicaragua,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,50,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +51,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +49,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,90,United-States,0 +29,State-gov,Masters,Never-married,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,20,Taiwan,0 +25,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +44,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +42,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +21,Private,11th,Never-married,Tech-support,Own-child,White,Female,35,United-States,0 +26,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +58,,Bachelors,Widowed,,Unmarried,White,Female,50,United-States,1 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,28,United-States,0 +65,State-gov,7th-8th,Widowed,Other-service,Other-relative,White,Female,24,United-States,0 +52,Self-emp-not-inc,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,1 +17,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,22,United-States,0 +53,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +34,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,18,United-States,0 +40,Local-gov,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +49,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +86,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,1 +43,Self-emp-not-inc,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +47,Private,Some-college,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,35,Puerto-Rico,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +30,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +25,Local-gov,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +60,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,1 +39,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +28,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,70,United-States,1 +26,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,55,Puerto-Rico,0 +27,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +59,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,0 +64,State-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +90,Self-emp-not-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,12,United-States,0 +51,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,45,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +39,Private,7th-8th,Married-spouse-absent,Machine-op-inspct,Unmarried,Other,Female,40,Dominican-Republic,0 +30,,HS-grad,Never-married,,Own-child,White,Male,25,United-States,0 +47,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +24,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,30,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +48,,Some-college,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +62,,12th,Divorced,,Not-in-family,White,Male,40,Canada,0 +35,Self-emp-not-inc,Bachelors,Separated,Craft-repair,Not-in-family,White,Male,65,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +49,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Female,35,United-States,0 +18,Private,10th,Never-married,Sales,Not-in-family,White,Male,20,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +63,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +61,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +50,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,50,United-States,0 +38,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +30,Private,Some-college,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +33,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,52,United-States,0 +39,Local-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,38,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +47,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +42,Local-gov,Bachelors,Divorced,Transport-moving,Not-in-family,White,Male,33,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,55,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +34,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +40,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +67,Self-emp-not-inc,HS-grad,Widowed,Other-service,Not-in-family,White,Female,30,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +60,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,35,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +40,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,30,United-States,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +35,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +52,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,Columbia,0 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +23,Private,12th,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +23,Private,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +52,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +33,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +35,Private,Bachelors,Never-married,Handlers-cleaners,Not-in-family,Asian-Pac-Islander,Female,50,Haiti,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +38,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +27,,9th,Separated,,Unmarried,White,Female,50,United-States,0 +19,Private,11th,Never-married,Transport-moving,Other-relative,White,Male,10,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +59,Private,Assoc-acdm,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +31,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +28,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +28,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,20,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +41,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,24,El-Salvador,0 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +46,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,Portugal,0 +20,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +37,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +46,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +66,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +35,,Some-college,Married-civ-spouse,,Own-child,White,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,50,United-States,1 +25,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,45,United-States,0 +55,Federal-gov,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,Local-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +56,Private,Some-college,Widowed,Craft-repair,Unmarried,White,Female,38,United-States,0 +47,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +55,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,State-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +40,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Male,43,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Other,Female,20,United-States,0 +52,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +62,Private,Doctorate,Divorced,Prof-specialty,Unmarried,White,Male,50,United-States,1 +46,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +35,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-spouse-absent,Adm-clerical,Own-child,White,Female,40,United-States,0 +21,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,50,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,India,1 +70,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +35,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Taiwan,1 +34,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +21,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,White,Male,30,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +41,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +47,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +42,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,El-Salvador,0 +46,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +58,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +41,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +77,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,10,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,0 +29,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +54,Private,Preschool,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,India,0 +39,State-gov,Some-college,Separated,Prof-specialty,Unmarried,Black,Female,37,United-States,0 +32,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +36,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,United-States,0 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +50,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +32,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,65,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +49,,Bachelors,Divorced,,Own-child,White,Female,40,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,0 +47,Private,Bachelors,Widowed,Craft-repair,Unmarried,Black,Female,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +59,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +34,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,50,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +29,,Some-college,Divorced,,Own-child,Black,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +37,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +36,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +59,Private,Masters,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +52,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,1 +29,State-gov,HS-grad,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,Thailand,0 +39,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,1 +39,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +69,Private,Bachelors,Widowed,Exec-managerial,Not-in-family,White,Female,15,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +60,Local-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +75,Private,Some-college,Widowed,Prof-specialty,Not-in-family,White,Female,8,United-States,0 +37,State-gov,Assoc-voc,Never-married,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +24,State-gov,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,40,,0 +20,Private,11th,Never-married,Other-service,Own-child,Black,Male,20,United-States,0 +58,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,0 +21,State-gov,Masters,Never-married,Transport-moving,Own-child,White,Male,15,United-States,0 +28,Private,HS-grad,Separated,Protective-serv,Other-relative,White,Male,40,United-States,0 +40,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +40,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +41,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +58,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +44,Local-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +29,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,45,Mexico,0 +45,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +39,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +45,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +67,,7th-8th,Divorced,,Not-in-family,White,Male,3,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,25,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,35,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,43,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +90,,1st-4th,Widowed,,Not-in-family,Black,Female,40,United-States,0 +35,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +62,Private,7th-8th,Divorced,Tech-support,Unmarried,White,Female,38,Columbia,0 +20,,Some-college,Never-married,,Own-child,White,Female,15,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +32,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +32,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,0 +70,Local-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,12,United-States,0 +65,,10th,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +57,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +34,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,36,United-States,0 +26,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,78,United-States,0 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +66,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Local-gov,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +53,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,50,United-States,0 +61,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,50,Mexico,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Amer-Indian-Eskimo,Male,8,United-States,0 +58,Local-gov,9th,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +37,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,12,Puerto-Rico,0 +56,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,26,United-States,0 +36,Private,Some-college,Separated,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +28,Private,10th,Never-married,Transport-moving,Unmarried,White,Male,30,United-States,0 +61,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +66,Self-emp-not-inc,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,1 +31,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +21,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +67,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,58,United-States,1 +26,Private,HS-grad,Widowed,Transport-moving,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +59,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +82,Self-emp-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +34,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,France,1 +19,Private,Some-college,Divorced,Other-service,Own-child,White,Female,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,1,United-States,0 +41,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +55,Private,10th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +27,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +43,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Male,50,United-States,1 +72,Federal-gov,Some-college,Widowed,Tech-support,Not-in-family,White,Female,16,United-States,0 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Separated,Adm-clerical,Own-child,White,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Divorced,Other-service,Not-in-family,Asian-Pac-Islander,Male,70,United-States,1 +54,Private,5th-6th,Married-spouse-absent,Other-service,Unmarried,Black,Female,30,Haiti,0 +32,Private,Assoc-acdm,Separated,Exec-managerial,Unmarried,White,Female,50,United-States,1 +56,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +39,,Bachelors,Married-civ-spouse,,Wife,White,Female,6,United-States,1 +41,State-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +48,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +66,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,48,United-States,0 +25,Self-emp-inc,Bachelors,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +32,Private,Assoc-acdm,Divorced,Sales,Not-in-family,White,Male,48,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Never-married,Adm-clerical,Other-relative,Black,Female,40,Trinadad&Tobago,0 +22,,Some-college,Never-married,,Not-in-family,Black,Female,35,United-States,0 +31,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +42,Private,Some-college,Never-married,Transport-moving,Unmarried,Black,Female,40,United-States,0 +20,State-gov,HS-grad,Never-married,Other-service,Other-relative,Other,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +65,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,52,United-States,1 +56,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +51,State-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +38,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +47,Private,HS-grad,Divorced,Craft-repair,Not-in-family,Black,Male,44,United-States,1 +22,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +53,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,45,United-States,1 +41,Local-gov,Some-college,Divorced,Protective-serv,Not-in-family,White,Male,20,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,43,United-States,0 +48,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,25,United-States,1 +52,Private,7th-8th,Never-married,Other-service,Own-child,White,Female,7,United-States,0 +61,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,45,China,1 +29,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,21,United-States,0 +38,Private,Some-college,Divorced,Exec-managerial,Unmarried,Black,Male,60,United-States,0 +32,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +55,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +62,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Private,HS-grad,Never-married,Sales,Own-child,Black,Male,24,United-States,0 +47,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Separated,Sales,Unmarried,White,Female,10,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Female,55,United-States,0 +43,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Male,40,United-States,0 +32,Federal-gov,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,Mexico,0 +27,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +57,Private,Assoc-acdm,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,60,United-States,0 +67,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Private,11th,Separated,Other-service,Unmarried,White,Female,20,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +51,Self-emp-not-inc,Assoc-acdm,Separated,Sales,Not-in-family,Black,Male,30,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,40,United-States,1 +32,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +31,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,0 +26,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +28,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +40,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +51,Private,7th-8th,Never-married,Handlers-cleaners,Own-child,White,Male,19,United-States,0 +62,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,20,United-States,0 +54,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +55,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,16,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,20,United-States,0 +27,Private,Masters,Never-married,Adm-clerical,Own-child,White,Male,45,United-States,0 +18,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,1 +21,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +44,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,80,Philippines,1 +50,,Masters,Married-civ-spouse,,Husband,White,Male,60,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,11th,Divorced,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +60,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +62,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Separated,Handlers-cleaners,Not-in-family,Black,Male,35,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +49,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,60,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,38,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +83,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +46,Local-gov,11th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Other,Female,50,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +60,Self-emp-not-inc,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +30,Local-gov,Assoc-voc,Divorced,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,17,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +76,,11th,Widowed,,Other-relative,White,Female,16,United-States,0 +31,Private,Assoc-acdm,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +52,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,35,United-States,0 +73,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +38,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,24,United-States,0 +48,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,20,United-States,0 +60,Private,10th,Widowed,Sales,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,40,United-States,0 +54,State-gov,Doctorate,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +50,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Other-relative,Black,Male,22,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Private,10th,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,32,United-States,0 +58,Private,1st-4th,Separated,Farming-fishing,Not-in-family,Black,Male,50,United-States,0 +55,State-gov,Assoc-acdm,Divorced,Adm-clerical,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +47,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,0 +63,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +27,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +62,,11th,Divorced,,Not-in-family,Black,Female,40,United-States,0 +38,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,65,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,52,Mexico,0 +40,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +42,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Separated,Other-service,Unmarried,White,Female,50,Mexico,0 +33,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +58,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +52,Local-gov,HS-grad,Divorced,Tech-support,Unmarried,White,Male,36,United-States,1 +25,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,35,United-States,1 +54,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +46,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +60,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +40,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Private,Assoc-acdm,Separated,Craft-repair,Not-in-family,Other,Female,40,United-States,0 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,0 +60,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +32,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +19,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +49,,HS-grad,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +31,Private,11th,Never-married,Adm-clerical,Unmarried,White,Female,48,United-States,0 +29,Private,HS-grad,Separated,Sales,Unmarried,White,Female,25,United-States,0 +39,Private,HS-grad,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +42,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,,1 +26,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +27,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +52,Private,9th,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +50,Local-gov,Some-college,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +51,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +61,Private,7th-8th,Widowed,Farming-fishing,Not-in-family,Black,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +41,,HS-grad,Divorced,,Not-in-family,Black,Female,28,United-States,0 +31,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +35,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +42,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +39,Self-emp-inc,Masters,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,99,Japan,1 +69,Self-emp-not-inc,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,0 +63,,9th,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +29,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,55,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +48,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +31,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,42,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,10,United-States,0 +36,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +45,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +38,Private,9th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +60,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +70,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +57,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +50,Self-emp-not-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +68,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +28,Private,11th,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Mexico,0 +32,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +45,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,20,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,Mexico,0 +38,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Female,8,United-States,0 +37,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +59,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,25,United-States,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,Mexico,0 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +63,,11th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,9th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Female,50,Peru,0 +30,,HS-grad,Never-married,,Own-child,White,Male,30,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +55,Local-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Male,15,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +50,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,65,United-States,0 +32,Private,Bachelors,Never-married,Protective-serv,Not-in-family,Black,Male,30,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +34,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Male,40,United-States,0 +50,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +32,Private,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +46,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +43,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +37,State-gov,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,38,United-States,0 +48,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Local-gov,10th,Widowed,Other-service,Not-in-family,White,Female,24,United-States,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,50,Dominican-Republic,0 +34,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Other-relative,Amer-Indian-Eskimo,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +53,Private,10th,Divorced,Adm-clerical,Unmarried,White,Female,48,United-States,0 +42,Private,Preschool,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Nicaragua,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +81,Private,Bachelors,Widowed,Sales,Not-in-family,White,Male,50,United-States,1 +40,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Tech-support,Own-child,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,15,United-States,0 +41,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +49,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +46,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +56,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +34,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +29,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +28,Private,12th,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,,0 +35,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,37,United-States,0 +29,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,30,Columbia,0 +52,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,95,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +35,,HS-grad,Married-civ-spouse,,Other-relative,White,Female,25,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +35,Private,10th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,Canada,0 +29,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,20,United-States,0 +29,State-gov,10th,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +33,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,Black,Male,15,United-States,0 +52,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,25,United-States,0 +24,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,35,United-States,0 +32,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +40,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,48,United-States,0 +32,Private,HS-grad,Separated,Exec-managerial,Not-in-family,White,Male,40,,0 +33,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +30,Private,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,38,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +62,Without-pay,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +46,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +32,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,64,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +52,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +35,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +49,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +47,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,60,,1 +38,Private,11th,Married-civ-spouse,Adm-clerical,Wife,White,Female,32,United-States,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +32,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Columbia,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +46,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +47,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Wife,White,Female,25,United-States,1 +47,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,56,United-States,1 +36,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +37,Private,11th,Married-spouse-absent,Other-service,Other-relative,White,Male,40,El-Salvador,0 +36,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +40,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +42,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,42,United-States,0 +35,Federal-gov,Some-college,Never-married,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +56,Self-emp-not-inc,HS-grad,Divorced,Other-service,Not-in-family,White,Male,50,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,0 +37,Local-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +48,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +24,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,40,Japan,0 +33,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +34,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Black,Male,42,United-States,0 +24,,Bachelors,Divorced,,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Own-child,Other,Male,24,Peru,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +18,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,25,United-States,0 +20,Private,12th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +54,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,1 +34,,12th,Separated,,Unmarried,Black,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +31,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +37,Private,Doctorate,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +64,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Columbia,0 +42,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +27,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +36,Self-emp-not-inc,Some-college,Never-married,Other-service,Unmarried,White,Female,50,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,11th,Never-married,Craft-repair,Not-in-family,Black,Male,35,Jamaica,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,Puerto-Rico,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,,1 +57,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,35,United-States,0 +37,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +35,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +17,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +36,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +50,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,0 +27,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,77,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +29,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +25,Private,HS-grad,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +47,Self-emp-inc,Assoc-acdm,Widowed,Exec-managerial,Not-in-family,White,Female,67,United-States,0 +29,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +31,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,1 +43,Federal-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,0 +56,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +45,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,56,United-States,1 +40,Private,Bachelors,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +17,,10th,Never-married,,Own-child,White,Female,20,United-States,0 +36,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +53,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +72,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +46,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +33,Private,Some-college,Separated,Prof-specialty,Unmarried,White,Female,37,United-States,0 +22,Private,9th,Never-married,Handlers-cleaners,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +17,,11th,Never-married,,Other-relative,White,Female,25,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,45,,1 +46,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,43,United-States,0 +33,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +32,Private,Preschool,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +52,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +48,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,72,United-States,1 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +25,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,50,United-States,0 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,42,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +49,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,46,United-States,1 +31,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,0 +25,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,37,United-States,0 +68,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +18,,HS-grad,Never-married,,Own-child,Black,Female,20,United-States,0 +19,Private,12th,Never-married,Farming-fishing,Own-child,White,Female,30,United-States,0 +35,Self-emp-inc,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,60,United-States,0 +28,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +53,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,41,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +45,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +32,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,25,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,35,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +31,Private,Some-college,Separated,Sales,Unmarried,White,Female,40,Mexico,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,85,United-States,1 +23,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +60,,Bachelors,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,25,South,0 +17,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +67,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,24,United-States,0 +57,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,20,Peru,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +24,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,49,United-States,1 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,47,United-States,1 +38,Private,HS-grad,Separated,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,46,United-States,1 +18,Private,HS-grad,Never-married,Tech-support,Own-child,White,Female,10,United-States,0 +23,Private,Some-college,Separated,Sales,Unmarried,White,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +34,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,35,,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +20,,HS-grad,Never-married,,Own-child,White,Male,12,United-States,0 +39,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +21,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +26,Private,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +54,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +32,State-gov,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +59,Self-emp-not-inc,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,,11th,Married-civ-spouse,,Wife,Other,Female,24,United-States,0 +54,Private,Bachelors,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +67,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,18,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +47,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Female,25,Germany,0 +51,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +58,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,24,United-States,1 +27,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +36,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +20,,Assoc-acdm,Never-married,,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +32,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Male,40,United-States,0 +59,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,40,United-States,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +43,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +54,Private,10th,Divorced,Prof-specialty,Unmarried,White,Male,68,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,32,United-States,0 +29,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,42,United-States,0 +28,Private,11th,Never-married,Other-service,Not-in-family,Black,Female,40,Jamaica,0 +18,Self-emp-not-inc,11th,Never-married,Sales,Own-child,White,Female,40,United-States,0 +49,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +46,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,30,United-States,0 +58,,HS-grad,Married-civ-spouse,,Husband,Black,Male,30,United-States,0 +56,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,Mexico,0 +41,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,Black,Female,50,United-States,0 +50,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +74,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +62,Private,HS-grad,Widowed,Craft-repair,Unmarried,Black,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +20,,Some-college,Never-married,,Other-relative,Black,Female,40,United-States,0 +36,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,Mexico,0 +36,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +51,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,0 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +40,Self-emp-inc,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +26,Self-emp-inc,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +32,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Private,9th,Married-civ-spouse,Transport-moving,Other-relative,White,Male,40,Mexico,0 +28,,Some-college,Never-married,,Unmarried,White,Female,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Never-married,Tech-support,Own-child,Black,Female,40,United-States,0 +73,,Bachelors,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,Mexico,0 +50,Private,Some-college,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,35,United-States,1 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,50,United-States,0 +32,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +44,Local-gov,Assoc-voc,Divorced,Tech-support,Unmarried,Asian-Pac-Islander,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +29,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +34,Private,Assoc-voc,Never-married,Prof-specialty,Unmarried,White,Female,40,Germany,0 +44,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +22,Private,Some-college,Never-married,Tech-support,Other-relative,White,Female,40,United-States,0 +39,State-gov,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +26,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,Peru,0 +29,,Bachelors,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +49,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +24,Private,Assoc-acdm,Never-married,Machine-op-inspct,Own-child,White,Male,20,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,60,,0 +25,Private,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,60,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +31,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Female,40,United-States,0 +57,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,10,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +72,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,28,United-States,1 +26,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,38,United-States,0 +45,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +48,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,Local-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,15,Peru,0 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,35,United-States,0 +45,Private,HS-grad,Never-married,Priv-house-serv,Unmarried,Black,Female,30,United-States,0 +53,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +23,Private,9th,Never-married,Machine-op-inspct,Other-relative,White,Male,35,Mexico,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,18,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,Private,12th,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +57,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,38,United-States,1 +21,State-gov,Some-college,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +48,Private,Assoc-acdm,Divorced,Other-service,Not-in-family,White,Male,44,United-States,0 +46,Private,Prof-school,Divorced,Farming-fishing,Unmarried,White,Male,48,United-States,0 +37,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,86,United-States,0 +35,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,54,United-States,0 +27,Local-gov,Bachelors,Never-married,Transport-moving,Not-in-family,White,Female,40,United-States,0 +28,Private,Some-college,Never-married,Sales,Not-in-family,Other,Male,40,India,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +63,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +69,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,0 +69,,Assoc-acdm,Widowed,,Not-in-family,White,Female,6,Italy,0 +36,State-gov,Assoc-voc,Married-spouse-absent,Protective-serv,Own-child,White,Female,40,Germany,0 +20,Private,12th,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +28,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,38,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,56,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +50,Local-gov,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +45,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,0 +38,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +54,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Female,55,United-States,1 +42,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,12,England,0 +32,Private,10th,Separated,Craft-repair,Unmarried,Black,Female,40,,0 +55,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,70,,1 +63,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +21,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Male,48,Mexico,0 +62,,Masters,Married-civ-spouse,,Husband,White,Male,30,United-States,1 +46,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +43,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +37,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Female,45,Mexico,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,72,Canada,1 +19,Private,12th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +61,Private,9th,Widowed,Exec-managerial,Not-in-family,Black,Male,65,United-States,0 +21,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +40,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +55,Local-gov,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +64,Private,HS-grad,Widowed,Prof-specialty,Not-in-family,White,Female,23,United-States,0 +34,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,60,United-States,0 +58,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +46,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +31,Federal-gov,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,45,United-States,1 +19,Private,12th,Never-married,Sales,Own-child,White,Female,18,United-States,0 +56,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +53,Local-gov,9th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +68,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,18,,0 +69,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,18,United-States,0 +62,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +62,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +45,Federal-gov,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,50,United-States,0 +33,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +65,Self-emp-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +22,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +48,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,20,United-States,0 +52,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +53,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,20,China,1 +48,Federal-gov,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +55,Private,10th,Married-civ-spouse,Transport-moving,Husband,Black,Male,45,United-States,0 +67,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +36,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +47,Private,HS-grad,Separated,Sales,Not-in-family,White,Female,52,United-States,0 +36,,HS-grad,Never-married,,Unmarried,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,16,United-States,0 +19,Private,9th,Never-married,Farming-fishing,Other-relative,White,Male,16,Mexico,0 +24,Private,7th-8th,Separated,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +30,Self-emp-not-inc,Some-college,Never-married,Sales,Own-child,White,Male,25,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Male,16,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,46,United-States,0 +24,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,1 +20,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,,0 +55,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,35,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,50,United-States,0 +44,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +38,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,Private,9th,Widowed,Sales,Unmarried,Black,Female,25,United-States,0 +26,Private,Some-college,Separated,Sales,Own-child,Amer-Indian-Eskimo,Male,48,United-States,0 +58,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +53,Private,1st-4th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +41,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,62,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Widowed,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +57,Private,9th,Married-civ-spouse,Sales,Husband,Black,Male,55,United-States,1 +25,Private,11th,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +48,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +34,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,60,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,,0 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Other-relative,Asian-Pac-Islander,Male,45,India,0 +20,Private,Some-college,Never-married,Sales,Other-relative,White,Male,20,United-States,0 +40,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +27,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +35,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +57,State-gov,Some-college,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +43,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +54,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,55,United-States,0 +28,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Female,42,United-States,0 +21,,Some-college,Never-married,,Unmarried,White,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,32,United-States,0 +44,Private,11th,Divorced,Sales,Unmarried,White,Female,44,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +46,Private,10th,Married-spouse-absent,Other-service,Not-in-family,Asian-Pac-Islander,Male,37,China,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +34,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +53,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +46,Private,Assoc-voc,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +23,,Bachelors,Never-married,,Own-child,White,Male,40,United-States,0 +39,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,Asian-Pac-Islander,Male,40,Philippines,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +33,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +44,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,35,United-States,0 +30,Private,Some-college,Divorced,Sales,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +66,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,40,United-States,0 +17,Private,11th,Never-married,Craft-repair,Own-child,White,Male,20,United-States,0 +43,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,60,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,11th,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +60,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Poland,0 +63,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +42,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +30,Private,9th,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,Mexico,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +20,Private,9th,Never-married,Exec-managerial,Other-relative,White,Female,40,Mexico,0 +30,Private,Some-college,Never-married,Farming-fishing,Other-relative,Black,Male,72,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +33,,Some-college,Divorced,,Unmarried,White,Female,40,United-States,0 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +65,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,17,United-States,0 +35,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +18,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +41,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +38,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +33,Private,Some-college,Separated,Other-service,Unmarried,White,Female,38,El-Salvador,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,,0 +47,Private,HS-grad,Divorced,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,Black,Female,20,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Male,30,United-States,0 +44,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Married-spouse-absent,Sales,Not-in-family,White,Male,20,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,Black,Male,6,United-States,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,,HS-grad,Never-married,,Own-child,White,Female,60,United-States,0 +29,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,56,United-States,1 +27,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +21,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,20,United-States,0 +22,,Some-college,Married-civ-spouse,,Wife,White,Female,35,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +35,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +37,Local-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,48,United-States,1 +26,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +55,Federal-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +47,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +59,Private,HS-grad,Separated,Craft-repair,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +70,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,5,United-States,0 +53,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,France,1 +39,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +38,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Separated,Tech-support,Unmarried,White,Female,50,Columbia,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +74,Private,10th,Divorced,Other-service,Not-in-family,White,Female,1,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +35,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +29,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +46,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +29,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,Black,Male,60,United-States,0 +31,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,60,United-States,0 +50,Local-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,70,United-States,0 +31,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +27,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Black,Male,25,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,30,United-States,0 +57,Local-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +56,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +22,,HS-grad,Never-married,,Not-in-family,White,Female,40,United-States,0 +48,Private,Preschool,Separated,Other-service,Unmarried,White,Female,40,El-Salvador,0 +36,Self-emp-inc,Some-college,Divorced,Sales,Unmarried,Asian-Pac-Islander,Male,55,United-States,0 +51,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +39,Local-gov,Assoc-acdm,Never-married,Transport-moving,Not-in-family,White,Male,48,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,,0 +51,Local-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,State-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,10th,Separated,Other-service,Own-child,Black,Female,12,United-States,0 +47,Self-emp-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +23,Private,Preschool,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +26,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +25,Local-gov,HS-grad,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +29,Private,Some-college,Separated,Handlers-cleaners,Not-in-family,Black,Male,42,United-States,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +57,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,China,0 +37,Self-emp-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +37,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +45,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,16,United-States,0 +25,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +61,State-gov,HS-grad,Widowed,Adm-clerical,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,15,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Cuba,1 +29,Private,HS-grad,Married-AF-spouse,Transport-moving,Husband,White,Male,80,United-States,0 +49,Self-emp-not-inc,9th,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +41,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,35,United-States,0 +33,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +32,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,16,United-States,0 +48,Private,Bachelors,Divorced,Sales,Not-in-family,Black,Male,40,United-States,1 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,1 +31,State-gov,HS-grad,Never-married,Protective-serv,Other-relative,Asian-Pac-Islander,Male,40,United-States,0 +23,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +50,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +39,Private,9th,Divorced,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +52,Private,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,48,Cuba,0 +44,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +33,Private,7th-8th,Never-married,Farming-fishing,Not-in-family,White,Male,40,Mexico,1 +31,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +40,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +28,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +19,Private,12th,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Female,25,Thailand,0 +35,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,England,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +55,Private,HS-grad,Divorced,Craft-repair,Unmarried,Black,Male,48,United-States,1 +30,Private,7th-8th,Separated,Transport-moving,Not-in-family,White,Male,35,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +75,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +79,,Masters,Married-civ-spouse,,Husband,White,Male,40,Poland,1 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,30,United-States,0 +25,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Male,30,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +21,Private,Some-college,Married-civ-spouse,Sales,Wife,Amer-Indian-Eskimo,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +42,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +28,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Iran,1 +59,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +48,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,0 +33,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +27,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +45,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,1 +24,Private,7th-8th,Never-married,Sales,Own-child,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +24,Private,5th-6th,Never-married,Farming-fishing,Other-relative,Black,Male,40,Mexico,0 +29,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,30,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,Black,Female,45,Jamaica,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +36,Federal-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +58,State-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,36,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +39,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +39,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +45,Private,Bachelors,Married-spouse-absent,Exec-managerial,Unmarried,White,Male,40,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +38,Private,11th,Married-spouse-absent,Transport-moving,Own-child,White,Male,36,Mexico,0 +39,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,Assoc-voc,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +17,Private,12th,Never-married,Sales,Own-child,White,Female,6,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,24,United-States,0 +47,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +28,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +29,Private,Masters,Never-married,Prof-specialty,Not-in-family,Black,Male,42,United-States,0 +42,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Unmarried,White,Male,60,United-States,1 +52,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,46,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +45,Local-gov,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +74,Private,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,20,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Other-relative,White,Male,40,United-States,0 +39,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +23,Self-emp-inc,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +32,Local-gov,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +61,,10th,Divorced,,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,30,United-States,1 +23,Private,Preschool,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,40,Laos,0 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,38,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +19,Self-emp-inc,Some-college,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,35,South,0 +23,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Tech-support,Own-child,White,Male,45,United-States,0 +25,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,43,,0 +45,Private,12th,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,1 +32,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,48,United-States,0 +65,,11th,Divorced,,Not-in-family,Asian-Pac-Islander,Female,15,United-States,0 +18,Self-emp-not-inc,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,40,Mexico,0 +29,Private,Masters,Never-married,Sales,Not-in-family,White,Male,65,,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +27,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +24,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +54,Self-emp-not-inc,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +45,Private,Assoc-voc,Widowed,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,1 +36,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +44,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Transport-moving,Unmarried,Black,Male,40,United-States,0 +39,Private,Some-college,Divorced,Sales,Own-child,White,Male,70,United-States,0 +50,Private,HS-grad,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +58,Private,Bachelors,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,0 +44,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,48,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,55,United-States,0 +52,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,1 +50,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +34,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +40,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,Black,Male,40,United-States,0 +53,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +58,,Bachelors,Married-civ-spouse,,Husband,White,Male,70,United-States,0 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +22,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +78,,Assoc-acdm,Widowed,,Not-in-family,White,Female,4,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Germany,1 +43,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,28,United-States,0 +60,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +49,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +50,Self-emp-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,63,,1 +34,Self-emp-not-inc,7th-8th,Never-married,Handlers-cleaners,Unmarried,Black,Male,10,United-States,0 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +46,Local-gov,Bachelors,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +69,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +32,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +61,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +56,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,46,United-States,0 +51,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +44,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,40,United-States,0 +51,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,80,United-States,1 +24,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,Assoc-voc,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +40,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +34,Private,Masters,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +61,,Bachelors,Divorced,,Unmarried,White,Female,40,United-States,0 +56,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,0 +69,Federal-gov,11th,Widowed,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +41,Self-emp-not-inc,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,10,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +57,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,1 +90,,7th-8th,Separated,,Not-in-family,White,Female,15,United-States,0 +39,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +51,Federal-gov,Bachelors,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +56,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Puerto-Rico,1 +51,Private,10th,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +17,Private,12th,Never-married,Prof-specialty,Own-child,White,Male,20,United-States,0 +42,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +42,Private,Some-college,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +29,Private,Prof-school,Never-married,Prof-specialty,Unmarried,White,Male,45,Germany,1 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +47,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,,1 +43,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +64,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,9,United-States,1 +40,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,1 +21,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,Mexico,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +60,Private,Assoc-voc,Widowed,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,40,United-States,1 +32,Private,12th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +66,,Bachelors,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +27,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,20,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +43,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,85,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +44,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,84,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +42,Private,9th,Separated,Craft-repair,Unmarried,Black,Male,40,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,Black,Male,10,United-States,0 +46,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +54,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +56,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,45,Germany,0 +27,Private,Some-college,Never-married,Sales,Unmarried,White,Male,50,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,Mexico,0 +41,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,,0 +32,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,65,United-States,0 +37,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +31,Private,5th-6th,Never-married,Farming-fishing,Own-child,White,Male,25,Mexico,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,51,United-States,0 +24,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +25,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Male,35,Taiwan,0 +55,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +64,Local-gov,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +30,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +65,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,99,United-States,0 +46,Federal-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,,Bachelors,Married-civ-spouse,,Wife,Other,Female,50,,1 +34,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Germany,1 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Other-relative,White,Male,35,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +36,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Female,34,United-States,0 +44,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Nicaragua,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,Mexico,1 +20,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,Black,Male,30,Puerto-Rico,0 +32,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,1 +38,Self-emp-inc,Bachelors,Never-married,Craft-repair,Not-in-family,White,Female,20,United-States,0 +29,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Female,45,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,30,India,0 +40,Local-gov,HS-grad,Married-civ-spouse,Other-service,Other-relative,White,Male,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +45,State-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +76,Local-gov,HS-grad,Widowed,Other-service,Not-in-family,White,Female,13,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +49,Local-gov,Masters,Separated,Prof-specialty,Unmarried,White,Female,70,United-States,0 +36,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,Black,Female,60,United-States,1 +22,Private,11th,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +47,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,44,United-States,0 +26,Private,HS-grad,Married-AF-spouse,Sales,Husband,White,Male,55,United-States,0 +21,Private,Some-college,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Female,15,United-States,0 +26,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +20,Private,Assoc-voc,Never-married,Tech-support,Own-child,White,Female,25,United-States,0 +31,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,45,England,0 +57,Local-gov,Masters,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +39,Private,11th,Divorced,Sales,Other-relative,White,Female,40,United-States,0 +36,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,Black,Male,40,England,1 +66,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +34,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +80,,HS-grad,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,32,United-States,1 +49,Local-gov,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +48,Self-emp-not-inc,Some-college,Divorced,Sales,Not-in-family,White,Female,60,United-States,0 +19,State-gov,Some-college,Never-married,Other-service,Not-in-family,White,Male,24,United-States,0 +42,Private,11th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +63,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +41,Private,9th,Divorced,Other-service,Other-relative,White,Female,35,United-States,0 +42,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +45,Local-gov,11th,Married-civ-spouse,Other-service,Wife,White,Female,25,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,30,United-States,1 +47,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,England,0 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +53,Private,HS-grad,Widowed,Craft-repair,Unmarried,White,Male,40,United-States,1 +21,,Some-college,Never-married,,Not-in-family,White,Male,45,United-States,0 +39,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +52,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +59,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,United-States,1 +52,,Some-college,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Private,Assoc-acdm,Widowed,Tech-support,Unmarried,White,Male,40,United-States,1 +54,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,25,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +20,,Assoc-acdm,Never-married,,Not-in-family,White,Female,32,United-States,0 +43,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +48,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +54,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +32,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,49,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +60,,Bachelors,Married-civ-spouse,,Husband,White,Male,12,United-States,0 +52,Local-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +56,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +30,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +29,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,35,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,66,United-States,1 +28,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +45,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +54,Local-gov,10th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +54,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +55,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +26,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Own-child,White,Female,40,,0 +37,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +34,Private,HS-grad,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,48,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Canada,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +41,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,60,United-States,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +56,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,HS-grad,Never-married,Craft-repair,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +31,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Black,Male,50,United-States,0 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Other-relative,White,Male,45,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Puerto-Rico,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +40,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,36,United-States,0 +19,Self-emp-not-inc,HS-grad,Never-married,Other-service,Own-child,White,Male,53,United-States,0 +23,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,White,Male,32,United-States,0 +40,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +59,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,38,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Self-emp-not-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,,0 +53,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +68,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +32,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +25,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,15,United-States,0 +33,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Local-gov,Some-college,Married-civ-spouse,Other-service,Other-relative,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,25,United-States,0 +20,Private,HS-grad,Never-married,Sales,Own-child,White,Female,23,United-States,0 +68,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,,1 +58,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +32,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +30,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +67,State-gov,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,8,United-States,0 +26,Private,Assoc-acdm,Never-married,Adm-clerical,Unmarried,White,Female,32,United-States,0 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +27,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +29,Without-pay,Some-college,Married-civ-spouse,Farming-fishing,Own-child,White,Male,65,United-States,0 +38,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +17,Private,9th,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +48,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +52,Private,Some-college,Widowed,Other-service,Unmarried,Black,Female,40,,0 +28,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Male,15,United-States,0 +28,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,30,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +30,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +55,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,25,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,24,United-States,0 +54,Private,10th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +27,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +43,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,55,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +48,State-gov,Masters,Divorced,Protective-serv,Not-in-family,White,Male,72,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +66,,9th,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,,Some-college,Separated,,Not-in-family,Black,Male,40,United-States,0 +37,Private,Assoc-voc,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +56,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +58,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,40,Jamaica,0 +45,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,41,United-States,0 +29,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +26,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +33,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,42,United-States,0 +25,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +69,,Prof-school,Divorced,,Not-in-family,White,Male,5,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,25,United-States,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,24,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +27,Local-gov,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Female,40,United-States,0 +55,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +39,Private,11th,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +41,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +34,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +51,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +67,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Black,Male,12,,0 +40,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +58,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +51,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +43,State-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Male,40,United-States,0 +25,State-gov,Bachelors,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +33,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +60,Local-gov,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,South,0 +45,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,46,United-States,0 +49,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,Private,12th,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,State-gov,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,38,Philippines,0 +42,State-gov,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,50,United-States,0 +73,,HS-grad,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +59,Self-emp-not-inc,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,15,El-Salvador,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +19,Private,11th,Never-married,Other-service,Other-relative,White,Male,30,United-States,0 +31,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +58,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,48,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,13,,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,1 +41,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,China,0 +59,,10th,Divorced,,Not-in-family,White,Female,40,England,0 +43,Private,Some-college,Separated,Transport-moving,Unmarried,White,Male,51,United-States,1 +48,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +44,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,Black,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,0 +50,Private,HS-grad,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,10,United-States,0 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Other-relative,White,Female,50,United-States,0 +30,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +46,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Tech-support,Own-child,White,Male,10,United-States,0 +52,Private,9th,Separated,Other-service,Not-in-family,Black,Female,30,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +27,State-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,12,United-States,0 +28,Private,11th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,Nicaragua,0 +50,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +61,Self-emp-not-inc,11th,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +32,Private,7th-8th,Separated,Sales,Unmarried,White,Female,35,United-States,0 +30,Federal-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +51,Local-gov,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +40,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,1 +36,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,70,United-States,0 +28,Private,Some-college,Divorced,Other-service,Other-relative,Black,Male,24,United-States,0 +49,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +61,Self-emp-not-inc,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +41,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +55,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,30,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +57,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +49,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,37,United-States,1 +59,Private,11th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Separated,Sales,Not-in-family,White,Male,80,United-States,1 +59,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +42,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +41,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,60,United-States,0 +45,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +36,Private,HS-grad,Never-married,Sales,Other-relative,Asian-Pac-Islander,Female,40,,0 +42,Local-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Male,50,United-States,1 +53,Self-emp-inc,Some-college,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +22,Private,Assoc-acdm,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,,1 +27,Private,9th,Married-civ-spouse,Protective-serv,Husband,White,Male,40,Guatemala,0 +60,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,25,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +56,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,32,United-States,0 +35,,Some-college,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +29,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +19,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,39,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +40,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +52,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +22,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +32,State-gov,HS-grad,Divorced,Other-service,Not-in-family,White,Female,25,United-States,0 +27,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,Guatemala,0 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Other,Male,40,Iran,1 +22,Private,12th,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +37,Private,Bachelors,Separated,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Male,54,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +42,Private,Preschool,Never-married,Handlers-cleaners,Not-in-family,White,Male,25,United-States,0 +45,Private,Assoc-voc,Never-married,Sales,Not-in-family,White,Female,38,United-States,0 +33,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +39,Private,Some-college,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +27,Private,12th,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +53,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +30,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +52,Self-emp-not-inc,Some-college,Widowed,Craft-repair,Not-in-family,Black,Male,35,United-States,0 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +47,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,India,0 +39,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,Black,Male,40,Dominican-Republic,0 +47,Private,Some-college,Divorced,Sales,Unmarried,White,Male,50,United-States,0 +19,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +37,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,51,United-States,0 +69,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,8,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,25,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Machine-op-inspct,Own-child,Other,Male,14,United-States,0 +42,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Male,40,Poland,0 +30,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,72,United-States,1 +28,Private,Masters,Married-spouse-absent,Sales,Not-in-family,White,Female,80,United-States,1 +27,Private,Assoc-voc,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +53,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +35,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Separated,Protective-serv,Own-child,Black,Male,40,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +27,Private,Bachelors,Never-married,Adm-clerical,Unmarried,White,Female,35,United-States,0 +30,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,37,United-States,0 +27,Private,Bachelors,Divorced,Prof-specialty,Own-child,White,Female,50,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +36,,HS-grad,Widowed,,Not-in-family,White,Female,4,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +70,Private,10th,Widowed,Craft-repair,Unmarried,White,Male,45,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +34,Private,11th,Married-spouse-absent,Craft-repair,Not-in-family,Black,Male,55,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +39,Private,Masters,Never-married,Other-service,Not-in-family,White,Female,32,United-States,0 +49,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +31,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,Japan,0 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +26,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,1 +27,Private,Prof-school,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +59,Private,HS-grad,Widowed,Exec-managerial,Unmarried,White,Female,50,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +22,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +24,Private,Assoc-acdm,Married-civ-spouse,Sales,Own-child,White,Female,20,United-States,0 +53,State-gov,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,42,United-States,1 +24,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +60,Private,10th,Widowed,Tech-support,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,99,United-States,1 +34,Private,10th,Separated,Other-service,Not-in-family,White,Female,35,United-States,0 +35,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +38,Private,9th,Married-spouse-absent,Handlers-cleaners,Not-in-family,White,Male,40,Mexico,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,90,United-States,0 +53,Local-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +53,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,54,United-States,0 +32,Private,Bachelors,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,1 +43,,HS-grad,Never-married,,Other-relative,White,Female,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Male,16,United-States,0 +62,Private,10th,Divorced,Other-service,Own-child,White,Female,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +46,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,0 +73,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +64,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +26,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +23,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,Vietnam,0 +51,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +35,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,55,United-States,0 +39,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,1 +35,Self-emp-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,1 +41,Private,HS-grad,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +31,Private,Some-college,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +46,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +41,Self-emp-inc,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,Honduras,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,35,United-States,0 +49,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +53,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,Black,Male,40,United-States,0 +38,Local-gov,Bachelors,Never-married,Protective-serv,Not-in-family,White,Female,43,United-States,1 +36,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,40,Taiwan,0 +32,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,72,Mexico,0 +20,Private,11th,Never-married,Transport-moving,Other-relative,White,Male,40,Guatemala,0 +17,,11th,Never-married,,Own-child,White,Male,10,United-States,0 +22,Private,Some-college,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Female,32,United-States,0 +25,Private,Assoc-voc,Never-married,Craft-repair,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,20,United-States,0 +48,State-gov,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,1 +20,Private,1st-4th,Never-married,Farming-fishing,Not-in-family,White,Male,30,El-Salvador,0 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,30,United-States,0 +52,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,1 +46,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +22,Private,11th,Never-married,Sales,Unmarried,White,Female,25,United-States,0 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,35,United-States,0 +37,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,40,United-States,0 +30,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Female,40,United-States,1 +44,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,25,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +22,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,45,Canada,0 +31,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +67,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,7th-8th,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Divorced,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,6,United-States,0 +27,Private,Some-college,Never-married,Other-service,Own-child,White,Male,24,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +36,Private,12th,Separated,Other-service,Unmarried,White,Female,40,Mexico,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +62,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +28,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,Canada,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +59,Private,Prof-school,Married-civ-spouse,Transport-moving,Husband,Black,Male,50,United-States,1 +37,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +46,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,43,United-States,0 +29,Private,11th,Separated,Sales,Not-in-family,White,Female,42,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +62,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +28,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +46,Federal-gov,Masters,Married-civ-spouse,Armed-Forces,Husband,White,Male,40,United-States,1 +54,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,72,United-States,0 +67,,Doctorate,Married-civ-spouse,,Husband,White,Male,20,Canada,1 +62,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,1 +30,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Poland,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +49,,7th-8th,Married-civ-spouse,,Husband,White,Male,99,United-States,0 +27,Private,Assoc-voc,Never-married,Machine-op-inspct,Unmarried,White,Male,45,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +52,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +47,Private,12th,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +57,Local-gov,HS-grad,Divorced,Protective-serv,Not-in-family,White,Female,40,United-States,0 +64,Private,Some-college,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,40,United-States,0 +56,,HS-grad,Divorced,,Not-in-family,White,Male,40,United-States,0 +53,Private,11th,Widowed,Other-service,Own-child,White,Female,47,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +31,Private,Some-college,Separated,Sales,Unmarried,Asian-Pac-Islander,Male,40,South,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +45,Local-gov,HS-grad,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +63,,Bachelors,Married-civ-spouse,,Husband,White,Male,45,United-States,0 +45,State-gov,HS-grad,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,28,United-States,0 +39,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,72,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +54,Private,Masters,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +22,,Some-college,Never-married,,Own-child,White,Female,40,Mexico,0 +40,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +55,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Self-emp-inc,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +31,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,99,United-States,1 +46,Self-emp-not-inc,HS-grad,Widowed,Other-service,Other-relative,White,Female,40,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Local-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Female,25,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,30,United-States,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,England,0 +73,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,15,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +53,Federal-gov,Some-college,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,25,,1 +37,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +75,,Bachelors,Widowed,,Not-in-family,White,Female,6,United-States,0 +58,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Self-emp-not-inc,7th-8th,Married-civ-spouse,Other-service,Wife,Black,Female,50,United-States,0 +62,Local-gov,9th,Divorced,Protective-serv,Not-in-family,Black,Male,24,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +70,,HS-grad,Widowed,,Not-in-family,White,Female,40,United-States,0 +42,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +42,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,38,United-States,1 +37,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,39,United-States,1 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,Black,Female,40,France,0 +54,Private,5th-6th,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,40,Mexico,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,30,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,38,United-States,0 +37,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,47,United-States,0 +55,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +67,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Wife,Black,Female,20,United-States,0 +51,Private,HS-grad,Widowed,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +35,Private,Masters,Never-married,Prof-specialty,Unmarried,White,Female,32,United-States,0 +41,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +64,Self-emp-not-inc,HS-grad,Widowed,Other-service,Other-relative,White,Female,40,United-States,0 +23,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,55,Mexico,0 +49,Private,Bachelors,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,35,Philippines,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,0 +62,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Black,Female,40,United-States,0 +62,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,10,United-States,0 +70,,HS-grad,Married-civ-spouse,,Husband,White,Male,14,United-States,0 +45,Self-emp-not-inc,Masters,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +20,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +50,Self-emp-inc,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,55,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +52,Federal-gov,Some-college,Separated,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +28,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,50,United-States,1 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +31,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Private,12th,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,25,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +49,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +31,Private,11th,Married-spouse-absent,Sales,Own-child,Asian-Pac-Islander,Female,40,India,0 +26,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Other,Male,40,United-States,0 +50,Private,Bachelors,Separated,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +35,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Private,Some-college,Never-married,Tech-support,Other-relative,White,Female,40,United-States,0 +53,,HS-grad,Never-married,,Not-in-family,White,Male,35,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,16,United-States,0 +31,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,1 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,8,United-States,0 +41,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,70,United-States,1 +66,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +74,State-gov,7th-8th,Widowed,Handlers-cleaners,Not-in-family,White,Female,20,United-States,0 +46,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,70,United-States,1 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +30,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +47,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +53,Private,HS-grad,Divorced,Craft-repair,Unmarried,Black,Female,48,United-States,0 +24,Private,Assoc-voc,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +32,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +46,Self-emp-inc,HS-grad,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,45,United-States,0 +37,State-gov,Some-college,Divorced,Other-service,Not-in-family,White,Male,65,United-States,0 +48,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,61,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,,HS-grad,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +44,,12th,Separated,,Not-in-family,White,Female,36,Puerto-Rico,0 +58,,Some-college,Married-civ-spouse,,Husband,Black,Male,30,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +69,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Male,8,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +47,Private,12th,Never-married,Adm-clerical,Other-relative,Black,Female,40,United-States,0 +30,Self-emp-not-inc,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +46,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +27,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +18,Private,HS-grad,Married-civ-spouse,Priv-house-serv,Not-in-family,White,Female,40,United-States,0 +24,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +19,Private,Preschool,Never-married,Farming-fishing,Not-in-family,White,Male,36,Hong,0 +28,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +39,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +38,Self-emp-not-inc,Some-college,Separated,Sales,Not-in-family,Asian-Pac-Islander,Male,60,Japan,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +46,Private,9th,Separated,Machine-op-inspct,Not-in-family,White,Female,40,Ireland,0 +53,Private,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,54,United-States,0 +21,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,52,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +24,Private,HS-grad,Never-married,Adm-clerical,Other-relative,Black,Male,40,Jamaica,0 +32,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +30,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +57,State-gov,Doctorate,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,0 +56,Private,7th-8th,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Female,37,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Iran,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +61,Self-emp-not-inc,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +49,Private,Assoc-voc,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +50,Self-emp-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,84,United-States,1 +34,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,48,United-States,0 +28,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,Black,Female,44,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +51,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Assoc-acdm,Married-spouse-absent,Exec-managerial,Unmarried,Asian-Pac-Islander,Female,31,Laos,0 +63,,Doctorate,Married-civ-spouse,,Husband,White,Male,12,United-States,0 +31,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +22,Local-gov,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +67,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +50,,9th,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +63,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,24,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +41,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +53,Local-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,38,United-States,0 +44,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,99,United-States,0 +24,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +35,Private,Assoc-voc,Divorced,Tech-support,Own-child,White,Male,35,United-States,0 +61,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +31,Private,Assoc-acdm,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,40,Philippines,0 +44,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,36,United-States,1 +66,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Vietnam,0 +69,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +64,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,36,United-States,1 +43,Local-gov,Some-college,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,49,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,16,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +50,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +56,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +28,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,34,United-States,0 +42,Private,Masters,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +19,Private,11th,Never-married,Sales,Own-child,White,Male,30,United-States,0 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +81,,Some-college,Widowed,,Unmarried,White,Female,4,United-States,0 +22,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +58,Private,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,25,United-States,0 +17,Local-gov,11th,Never-married,Protective-serv,Own-child,White,Male,30,United-States,0 +25,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,1 +23,Private,Some-college,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,23,United-States,0 +25,Private,12th,Never-married,Other-service,Other-relative,White,Male,40,United-States,0 +47,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,60,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,30,United-States,0 +34,Private,Bachelors,Married-spouse-absent,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +33,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,1 +38,Private,HS-grad,Widowed,Other-service,Unmarried,White,Female,20,United-States,0 +52,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,33,United-States,0 +38,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,45,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +67,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +44,Private,HS-grad,Never-married,Sales,Other-relative,White,Female,15,United-States,0 +38,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Own-child,White,Male,50,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +65,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +33,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,30,United-States,0 +43,Private,Prof-school,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +42,Private,Assoc-voc,Divorced,Exec-managerial,Own-child,Amer-Indian-Eskimo,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,30,United-States,0 +36,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +41,State-gov,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +33,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Male,15,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +35,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +43,Private,HS-grad,Divorced,Tech-support,Unmarried,Black,Female,35,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,24,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,Black,Male,50,United-States,0 +39,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +60,Private,Masters,Married-civ-spouse,Transport-moving,Husband,White,Male,10,United-States,0 +52,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +22,Private,12th,Never-married,Transport-moving,Unmarried,White,Male,30,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +34,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +38,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +56,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,0 +55,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +23,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +39,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,30,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +47,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Cuba,1 +25,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +34,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,28,United-States,0 +32,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +40,,7th-8th,Separated,,Not-in-family,White,Female,8,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +71,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +59,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +25,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Ireland,0 +17,Private,11th,Never-married,Handlers-cleaners,Not-in-family,Black,Female,15,United-States,0 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +17,Self-emp-not-inc,12th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +41,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +62,,Doctorate,Married-civ-spouse,,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +19,Private,11th,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +41,Private,5th-6th,Divorced,Other-service,Unmarried,White,Female,40,Puerto-Rico,0 +39,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +30,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +38,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,Cuba,1 +24,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +34,Private,Prof-school,Never-married,Exec-managerial,Own-child,White,Male,50,United-States,0 +41,Private,Assoc-voc,Separated,Craft-repair,Not-in-family,White,Male,30,United-States,0 +51,Self-emp-inc,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,50,United-States,0 +61,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +35,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,70,United-States,0 +42,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +26,Local-gov,HS-grad,Never-married,Other-service,Other-relative,White,Male,16,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +39,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +18,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +29,Private,Some-college,Never-married,Sales,Own-child,Black,Male,80,United-States,0 +39,Private,Some-college,Married-spouse-absent,Craft-repair,Unmarried,White,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +40,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +43,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +32,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +31,Private,10th,Divorced,Sales,Other-relative,White,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,35,United-States,0 +44,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +46,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +53,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Widowed,Other-service,Unmarried,Black,Male,40,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +28,State-gov,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +44,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,32,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +51,Local-gov,Prof-school,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,50,United-States,0 +36,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,60,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +34,,Bachelors,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +36,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,,Assoc-acdm,Never-married,,Own-child,White,Female,80,United-States,0 +31,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,43,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +49,Local-gov,11th,Divorced,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +64,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,China,1 +54,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +27,Private,Some-college,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,55,South,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +68,Private,9th,Married-civ-spouse,Craft-repair,Husband,Black,Male,44,United-States,0 +64,Private,Doctorate,Widowed,Prof-specialty,Not-in-family,White,Male,80,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,24,United-States,0 +22,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +61,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Male,10,Greece,0 +49,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +25,Private,Some-college,Separated,Priv-house-serv,Other-relative,White,Female,30,El-Salvador,0 +66,,HS-grad,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +29,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +22,Private,HS-grad,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +57,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +41,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +47,Private,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +22,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +59,Self-emp-inc,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,1 +42,State-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,40,United-States,1 +64,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +29,Federal-gov,HS-grad,Married-spouse-absent,Other-service,Unmarried,Black,Male,40,United-States,0 +25,State-gov,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,20,United-States,0 +62,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +44,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +21,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,United-States,0 +60,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,Private,10th,Divorced,Machine-op-inspct,Unmarried,Black,Male,40,United-States,0 +44,Federal-gov,Bachelors,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,19,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,18,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,32,United-States,0 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +63,Private,1st-4th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +52,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,52,United-States,1 +17,Private,9th,Never-married,Sales,Own-child,Black,Male,22,United-States,0 +45,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +31,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +51,State-gov,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +48,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +42,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,,0 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,Columbia,0 +43,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +24,Private,12th,Never-married,Sales,Other-relative,White,Male,55,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +50,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +22,Private,HS-grad,Separated,Other-service,Other-relative,White,Male,35,United-States,0 +18,State-gov,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,15,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,44,United-States,1 +36,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,1 +39,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,12,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,42,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,15,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Not-in-family,White,Female,40,Ecuador,0 +28,Private,Masters,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +25,Local-gov,Masters,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Nicaragua,0 +42,State-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Own-child,White,Male,40,United-States,0 +36,Private,Bachelors,Never-married,Exec-managerial,Other-relative,White,Male,50,,0 +47,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Male,60,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,35,Guatemala,0 +21,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,Mexico,0 +19,,HS-grad,Never-married,,Own-child,Black,Female,25,United-States,0 +35,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +67,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,1 +26,Private,Masters,Never-married,Tech-support,Other-relative,White,Male,25,United-States,0 +51,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +27,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,1 +39,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +32,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,48,United-States,1 +52,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +27,Local-gov,HS-grad,Never-married,Protective-serv,Own-child,White,Male,38,United-States,0 +46,Private,7th-8th,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,45,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +79,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,1 +50,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Amer-Indian-Eskimo,Female,40,United-States,1 +19,,HS-grad,Never-married,,Own-child,Black,Female,20,United-States,0 +43,Federal-gov,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +45,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +65,Private,HS-grad,Separated,Protective-serv,Not-in-family,White,Male,20,United-States,0 +66,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,5,United-States,1 +36,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,0 +26,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Female,36,United-States,0 +28,Private,Some-college,Never-married,Sales,Not-in-family,Black,Male,50,United-States,0 +39,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,Mexico,0 +29,Private,Some-college,Divorced,Tech-support,Unmarried,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +44,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +18,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +60,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +60,Private,HS-grad,Widowed,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +38,Private,11th,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +49,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +37,Private,5th-6th,Separated,Other-service,Unmarried,White,Female,40,Mexico,0 +37,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,1 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,38,United-States,1 +41,Private,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,55,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,40,,0 +19,Private,9th,Never-married,Craft-repair,Other-relative,White,Male,60,United-States,0 +29,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,15,United-States,0 +53,Private,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +44,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,England,1 +29,Private,Assoc-acdm,Divorced,Craft-repair,Unmarried,White,Female,38,United-States,0 +25,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Mexico,0 +38,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +50,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,50,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +48,Private,Bachelors,Widowed,Other-service,Unmarried,White,Female,20,United-States,0 +50,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,32,United-States,0 +74,,HS-grad,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +34,Private,Some-college,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +40,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +23,,9th,Divorced,,Not-in-family,White,Female,35,United-States,0 +68,,7th-8th,Widowed,,Not-in-family,White,Female,40,,0 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,50,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +50,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +42,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +42,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +57,Private,Some-college,Widowed,Tech-support,Not-in-family,White,Female,16,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,India,1 +31,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Local-gov,Masters,Separated,Prof-specialty,Unmarried,White,Female,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Divorced,Other-service,Other-relative,White,Female,40,United-States,0 +56,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,38,United-States,0 +35,State-gov,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +63,,Masters,Never-married,,Not-in-family,White,Female,3,United-States,0 +28,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +38,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +30,Self-emp-inc,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +46,Private,Prof-school,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +35,Private,10th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,60,India,0 +41,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,1 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,15,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +56,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,70,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,32,United-States,0 +35,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +27,,Some-college,Never-married,,Unmarried,White,Female,40,United-States,0 +55,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,,1 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +53,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Private,Masters,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,20,Canada,0 +55,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +45,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Female,37,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Male,20,United-States,0 +22,Private,12th,Never-married,Transport-moving,Other-relative,White,Male,40,United-States,0 +36,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,1 +65,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +59,,HS-grad,Married-civ-spouse,,Husband,White,Male,41,United-States,1 +25,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,Columbia,0 +33,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +50,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +49,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +43,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +23,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,India,1 +23,Private,Some-college,Divorced,Sales,Own-child,Black,Female,40,United-States,0 +63,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +51,Self-emp-inc,Bachelors,Divorced,Farming-fishing,Unmarried,White,Male,50,United-States,0 +31,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,45,United-States,0 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Own-child,White,Female,40,Japan,0 +48,,Some-college,Married-civ-spouse,,Husband,White,Male,40,,1 +31,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,36,Jamaica,0 +47,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +54,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +46,Private,11th,Married-civ-spouse,Other-service,Wife,Black,Female,35,United-States,1 +34,Private,Assoc-acdm,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,50,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,Peru,0 +41,,HS-grad,Never-married,,Own-child,White,Female,40,United-States,0 +27,Self-emp-not-inc,Assoc-voc,Never-married,Prof-specialty,Other-relative,White,Male,30,United-States,0 +30,,11th,Never-married,,Own-child,Black,Female,40,United-States,0 +23,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +24,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,20,,0 +59,Federal-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,45,Cuba,0 +47,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,White,Female,44,United-States,0 +42,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +29,Federal-gov,Some-college,Married-spouse-absent,Adm-clerical,Own-child,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,45,Outlying-US(Guam-USVI-etc),0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,20,United-States,0 +29,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +33,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +33,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +46,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +35,Private,Some-college,Married-spouse-absent,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,37,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +30,Private,7th-8th,Never-married,Machine-op-inspct,Unmarried,White,Male,42,United-States,0 +39,Private,Some-college,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,84,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,42,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Sales,Wife,Black,Female,40,United-States,0 +64,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,,1 +33,Private,Assoc-voc,Separated,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +59,Self-emp-inc,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Italy,0 +24,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +38,,9th,Never-married,,Own-child,White,Female,12,United-States,0 +60,Private,Bachelors,Divorced,Exec-managerial,Own-child,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,30,United-States,0 +23,Private,Some-college,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +57,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Japan,1 +17,,10th,Never-married,,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +43,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,55,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +54,Private,Assoc-voc,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +22,Private,12th,Never-married,Farming-fishing,Not-in-family,Amer-Indian-Eskimo,Male,50,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +38,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +34,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,84,United-States,1 +28,Private,1st-4th,Never-married,Priv-house-serv,Not-in-family,White,Female,40,Mexico,0 +68,Private,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,40,Cuba,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Laos,0 +20,Private,9th,Never-married,Other-service,Unmarried,White,Male,30,Mexico,0 +24,Private,Some-college,Never-married,Craft-repair,Own-child,White,Female,45,United-States,0 +38,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +47,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,England,0 +28,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,50,United-States,0 +32,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +64,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +38,Private,Some-college,Never-married,Sales,Own-child,White,Female,50,United-States,0 +43,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,12th,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,20,United-States,0 +25,Private,9th,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +41,Private,HS-grad,Separated,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +24,,HS-grad,Never-married,,Not-in-family,White,Female,36,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +54,Private,7th-8th,Widowed,Other-service,Unmarried,White,Male,30,United-States,0 +28,Local-gov,HS-grad,Separated,Transport-moving,Own-child,White,Female,25,United-States,0 +29,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,30,United-States,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,Taiwan,1 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +34,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,,0 +27,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,42,United-States,1 +60,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Private,12th,Divorced,Transport-moving,Other-relative,Black,Male,35,United-States,0 +34,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,32,Canada,1 +36,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +48,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +19,Private,7th-8th,Never-married,Other-service,Own-child,White,Male,33,United-States,0 +40,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +39,Private,Assoc-acdm,Separated,Adm-clerical,Unmarried,White,Male,40,United-States,0 +34,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,30,United-States,0 +43,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,24,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +36,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,1 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +54,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +49,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +37,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +51,Self-emp-inc,Some-college,Separated,Sales,Not-in-family,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +29,,10th,Never-married,,Own-child,White,Female,38,United-States,0 +39,Private,Some-college,Married-civ-spouse,Adm-clerical,Own-child,Black,Female,50,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,1 +51,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +31,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,6,South,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +26,Private,11th,Never-married,Other-service,Other-relative,White,Male,30,Mexico,0 +25,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,35,United-States,0 +61,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +49,Private,HS-grad,Divorced,Sales,Own-child,White,Female,40,United-States,0 +53,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,Mexico,0 +52,Private,Preschool,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,El-Salvador,0 +52,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +74,,Bachelors,Widowed,,Not-in-family,Other,Female,35,United-States,0 +50,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,35,United-States,1 +76,Private,7th-8th,Widowed,Protective-serv,Not-in-family,White,Male,30,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Private,Assoc-acdm,Divorced,Adm-clerical,Own-child,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +66,,Masters,Widowed,,Not-in-family,White,Male,6,United-States,0 +63,,Bachelors,Married-civ-spouse,,Wife,Black,Female,45,United-States,0 +27,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,Nicaragua,0 +23,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +37,Federal-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +33,State-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,4,United-States,0 +28,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Male,20,United-States,0 +70,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +35,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,75,United-States,1 +17,Private,11th,Never-married,Other-service,Other-relative,White,Female,12,United-States,0 +41,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,1 +44,Private,Assoc-voc,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +47,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +38,Self-emp-not-inc,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,52,Jamaica,0 +62,Local-gov,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,35,United-States,0 +27,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,0 +59,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +35,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,32,United-States,0 +28,Private,Some-college,Never-married,Other-service,Own-child,White,Female,50,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,38,United-States,0 +59,State-gov,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Separated,Adm-clerical,Own-child,White,Female,40,United-States,0 +54,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,32,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,Germany,0 +32,Self-emp-inc,Bachelors,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,50,Iran,1 +62,Private,Some-college,Separated,Sales,Unmarried,White,Female,33,United-States,0 +58,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +67,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,70,United-States,1 +54,Private,Bachelors,Never-married,Other-service,Own-child,Black,Female,36,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,70,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,36,United-States,0 +38,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +44,State-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,1 +74,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,0 +50,State-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,52,United-States,0 +50,Private,Assoc-voc,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +29,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,,HS-grad,Separated,,Unmarried,Black,Female,25,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,Vietnam,0 +27,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,30,,0 +47,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Iran,1 +39,Private,Assoc-acdm,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Sales,Other-relative,Black,Female,37,United-States,0 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +35,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,Germany,0 +21,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +49,State-gov,Assoc-voc,Divorced,Adm-clerical,Not-in-family,Black,Female,44,United-States,0 +50,Private,Bachelors,Separated,Prof-specialty,Own-child,Other,Female,40,United-States,0 +36,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +49,Private,HS-grad,Separated,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +40,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +22,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +60,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,0 +67,Private,11th,Widowed,Adm-clerical,Unmarried,White,Female,20,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Other,Female,40,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,50,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,32,United-States,1 +49,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +41,Private,Bachelors,Separated,Prof-specialty,Not-in-family,Black,Female,60,United-States,1 +38,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,99,United-States,1 +40,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +23,,Some-college,Separated,,Not-in-family,White,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +46,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +25,Private,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,22,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +24,Private,Assoc-acdm,Never-married,Handlers-cleaners,Not-in-family,White,Male,48,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +54,Private,Preschool,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,China,0 +23,Private,Bachelors,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +18,Self-emp-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Female,8,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,0 +45,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +62,State-gov,Assoc-voc,Widowed,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +28,Private,Bachelors,Married-spouse-absent,Tech-support,Unmarried,Black,Female,40,United-States,0 +36,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Yugoslavia,1 +31,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,,0 +33,Self-emp-not-inc,HS-grad,Separated,Craft-repair,Unmarried,White,Male,50,United-States,0 +62,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,16,United-States,0 +27,Private,7th-8th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +42,Federal-gov,Assoc-voc,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,1 +55,Private,9th,Never-married,Handlers-cleaners,Other-relative,Black,Male,37,United-States,0 +41,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +45,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +67,Self-emp-not-inc,HS-grad,Widowed,Farming-fishing,Not-in-family,White,Male,65,United-States,0 +25,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +30,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +22,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +32,Private,Prof-school,Never-married,Sales,Not-in-family,White,Female,50,United-States,1 +43,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +53,Private,HS-grad,Divorced,Priv-house-serv,Not-in-family,White,Female,20,United-States,0 +53,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +42,Self-emp-inc,12th,Divorced,Craft-repair,Not-in-family,White,Male,10,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +55,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,99,United-States,0 +35,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Female,16,United-States,0 +55,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +40,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +54,Self-emp-not-inc,10th,Divorced,Other-service,Not-in-family,Black,Female,10,United-States,0 +45,Self-emp-not-inc,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +48,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +40,Local-gov,Prof-school,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Male,40,Taiwan,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,Other,Female,25,Puerto-Rico,0 +31,Federal-gov,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +55,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,20,Mexico,0 +27,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,Other,Female,20,United-States,0 +24,Self-emp-not-inc,Assoc-voc,Never-married,Other-service,Unmarried,White,Female,38,United-States,0 +27,Private,Masters,Never-married,Tech-support,Not-in-family,White,Male,40,,0 +18,Federal-gov,11th,Never-married,Machine-op-inspct,Own-child,White,Male,4,United-States,0 +28,Local-gov,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Female,40,United-States,0 +66,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +59,Self-emp-not-inc,10th,Married-civ-spouse,Exec-managerial,Wife,White,Female,36,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,46,United-States,0 +28,Private,7th-8th,Separated,Handlers-cleaners,Not-in-family,White,Male,40,Mexico,0 +34,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +41,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,55,United-States,0 +30,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +47,Private,HS-grad,Separated,Prof-specialty,Other-relative,Black,Female,38,United-States,1 +29,Private,10th,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,Mexico,0 +60,Private,Some-college,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,50,United-States,1 +53,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +41,Private,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +32,Private,Some-college,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +73,,HS-grad,Widowed,,Not-in-family,White,Female,22,United-States,1 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +49,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Local-gov,Bachelors,Never-married,Prof-specialty,Unmarried,White,Male,40,United-States,0 +33,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +25,Private,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Female,34,United-States,0 +34,,HS-grad,Married-civ-spouse,,Husband,Black,Male,10,United-States,0 +19,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +40,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,44,United-States,0 +51,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +22,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,Black,Male,20,Jamaica,0 +34,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,50,United-States,0 +22,Private,10th,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +34,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +56,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +26,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,12,United-States,0 +28,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,50,United-States,0 +53,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +65,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +70,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +55,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +27,Federal-gov,Bachelors,Never-married,Transport-moving,Other-relative,White,Male,35,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Cuba,1 +43,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +24,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,7th-8th,Never-married,Other-service,Unmarried,White,Female,40,Mexico,0 +26,Private,HS-grad,Never-married,Craft-repair,Unmarried,Black,Female,40,United-States,0 +23,Private,10th,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +52,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Wife,White,Female,40,United-States,0 +59,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +58,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,48,United-States,1 +65,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +51,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +31,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +84,Private,HS-grad,Widowed,Prof-specialty,Not-in-family,White,Female,16,United-States,0 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +22,Private,10th,Never-married,Other-service,Not-in-family,White,Male,40,Mexico,0 +30,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,Ireland,0 +47,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,35,United-States,0 +43,Self-emp-not-inc,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,36,United-States,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +46,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +49,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +37,Private,5th-6th,Never-married,Machine-op-inspct,Unmarried,White,Female,40,Mexico,0 +42,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +57,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,58,United-States,1 +64,Private,Masters,Never-married,Prof-specialty,Other-relative,White,Female,8,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,Germany,0 +31,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +44,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +42,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,0 +31,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,90,United-States,1 +35,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,0 +30,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,35,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,20,United-States,0 +40,Private,HS-grad,Married-spouse-absent,Adm-clerical,Own-child,White,Female,38,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +23,Private,10th,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,30,,0 +63,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +20,State-gov,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +50,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +49,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +53,Self-emp-not-inc,10th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Separated,Adm-clerical,Own-child,White,Female,40,United-States,0 +54,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,56,United-States,1 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +22,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +28,Private,10th,Never-married,Farming-fishing,Other-relative,White,Male,35,Mexico,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,El-Salvador,0 +37,Private,1st-4th,Never-married,Other-service,Unmarried,White,Female,48,El-Salvador,0 +62,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,16,United-States,0 +19,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +51,Private,Assoc-voc,Widowed,Prof-specialty,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +65,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,8,United-States,0 +42,Self-emp-inc,Some-college,Divorced,Exec-managerial,Unmarried,White,Male,90,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,35,United-States,0 +54,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Cuba,0 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,60,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,46,United-States,0 +42,Private,11th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +33,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +39,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +27,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +20,,11th,Never-married,,Own-child,Black,Male,40,United-States,0 +62,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +17,Private,10th,Never-married,Sales,Other-relative,White,Male,30,United-States,0 +58,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,55,United-States,1 +69,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +34,Private,Bachelors,Separated,Sales,Not-in-family,White,Male,50,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +64,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +40,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,El-Salvador,0 +53,Local-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,38,United-States,1 +44,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +37,Private,5th-6th,Never-married,Adm-clerical,Other-relative,White,Female,40,Mexico,0 +46,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,60,United-States,1 +17,Private,9th,Never-married,Machine-op-inspct,Own-child,White,Male,20,United-States,0 +35,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,Local-gov,Assoc-acdm,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +49,State-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +48,Private,Prof-school,Divorced,Prof-specialty,Unmarried,White,Female,25,United-States,0 +26,Private,Bachelors,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +26,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,8,United-States,0 +35,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +36,Local-gov,Some-college,Separated,Adm-clerical,Own-child,Black,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +18,Local-gov,10th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Black,Female,20,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Other-service,Own-child,Black,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,El-Salvador,1 +36,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,60,United-States,0 +49,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,70,United-States,1 +42,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +37,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,54,United-States,0 +39,Private,Assoc-acdm,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +30,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +62,Local-gov,Assoc-voc,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +38,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +23,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +27,,Assoc-acdm,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +25,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,United-States,1 +35,Private,Assoc-acdm,Divorced,Other-service,Unmarried,White,Female,50,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,Puerto-Rico,0 +29,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +36,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +42,Private,Bachelors,Married-spouse-absent,Transport-moving,Not-in-family,White,Male,60,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +44,Self-emp-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,60,Portugal,0 +27,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Male,41,United-States,0 +39,Private,HS-grad,Separated,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +46,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Divorced,Sales,Own-child,White,Male,62,United-States,0 +31,Private,Bachelors,Never-married,Sales,Not-in-family,Black,Female,50,United-States,0 +23,Private,11th,Never-married,Craft-repair,Unmarried,White,Male,35,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +66,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,99,United-States,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +53,Self-emp-inc,11th,Widowed,Exec-managerial,Not-in-family,White,Female,30,United-States,0 +48,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,Japan,0 +37,Self-emp-inc,Assoc-acdm,Separated,Exec-managerial,Unmarried,White,Male,50,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,5,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,,HS-grad,Never-married,,Other-relative,White,Female,40,Mexico,0 +17,Federal-gov,11th,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +39,Private,Some-college,Divorced,Craft-repair,Unmarried,Black,Male,40,United-States,0 +28,Federal-gov,Bachelors,Never-married,Tech-support,Not-in-family,Black,Female,40,United-States,0 +38,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +28,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,32,United-States,1 +40,Private,9th,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +32,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +23,State-gov,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,Vietnam,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Taiwan,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +18,Private,12th,Never-married,Sales,Own-child,White,Male,14,United-States,0 +29,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Germany,1 +36,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +34,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,44,United-States,0 +48,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +36,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +67,Federal-gov,HS-grad,Widowed,Other-service,Unmarried,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +53,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Private,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Male,45,United-States,1 +22,Private,10th,Separated,Other-service,Unmarried,White,Female,35,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,0 +61,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +31,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +47,Self-emp-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,Germany,0 +31,Private,1st-4th,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +17,Private,9th,Never-married,Sales,Other-relative,Other,Female,32,Mexico,0 +38,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,,0 +42,Private,Some-college,Widowed,Exec-managerial,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +78,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,36,United-States,0 +54,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +26,Local-gov,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,50,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,45,United-States,0 +30,Private,HS-grad,Never-married,Sales,Own-child,White,Female,35,United-States,0 +66,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Black,Male,35,Jamaica,1 +23,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +32,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +25,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +51,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +29,Local-gov,11th,Divorced,Other-service,Unmarried,Black,Female,20,United-States,0 +26,Private,Bachelors,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +41,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,26,,0 +51,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +29,,HS-grad,Separated,,Unmarried,Black,Female,20,United-States,0 +27,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,8,United-States,0 +67,,HS-grad,Married-civ-spouse,,Husband,Black,Male,20,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +29,Federal-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +25,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +21,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,36,United-States,0 +24,Local-gov,Some-college,Never-married,Tech-support,Not-in-family,White,Male,50,United-States,1 +48,Private,11th,Divorced,Other-service,Not-in-family,White,Female,31,United-States,0 +46,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +35,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +50,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,,0 +45,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +62,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +39,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +33,Local-gov,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Female,30,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +25,Private,11th,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +44,Private,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +31,State-gov,Masters,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,1 +56,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,15,United-States,0 +49,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +49,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,43,United-States,0 +33,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +40,Private,Assoc-acdm,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +72,,7th-8th,Divorced,,Not-in-family,White,Male,30,United-States,0 +32,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,10,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +48,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,12,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +61,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,34,United-States,1 +22,Local-gov,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,17,United-States,0 +49,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +19,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,10,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +34,Local-gov,Assoc-voc,Divorced,Protective-serv,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,1 +63,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +73,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,36,United-States,1 +51,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Female,43,United-States,0 +38,Private,Masters,Married-civ-spouse,Other-service,Husband,Black,Male,40,,0 +54,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +65,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +42,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +37,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,16,United-States,0 +37,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,42,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +33,Private,1st-4th,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,32,Mexico,0 +60,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +22,,Some-college,Never-married,,Own-child,Black,Male,20,United-States,0 +60,State-gov,Assoc-voc,Widowed,Other-service,Not-in-family,Black,Female,37,United-States,0 +35,Private,11th,Separated,Other-service,Unmarried,White,Male,20,United-States,0 +45,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Vietnam,1 +43,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +32,State-gov,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,0 +32,Private,Assoc-voc,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +61,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,1 +40,State-gov,Masters,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +20,,10th,Never-married,,Not-in-family,White,Female,30,United-States,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +21,Private,Some-college,Never-married,Sales,Unmarried,White,Female,35,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +36,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +24,Private,Bachelors,Married-civ-spouse,Sales,Other-relative,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,57,United-States,1 +51,Private,Assoc-acdm,Divorced,Tech-support,Not-in-family,White,Male,30,United-States,0 +65,,HS-grad,Widowed,,Not-in-family,Black,Female,40,United-States,0 +61,Private,Bachelors,Divorced,Priv-house-serv,Not-in-family,White,Female,12,,0 +67,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,25,Nicaragua,0 +49,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,0 +63,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +58,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +61,Private,7th-8th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,35,United-States,0 +19,Private,Some-college,Never-married,Tech-support,Other-relative,Asian-Pac-Islander,Male,40,Vietnam,0 +29,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +60,Self-emp-not-inc,HS-grad,Divorced,Sales,Not-in-family,Black,Male,55,United-States,0 +21,Private,Some-college,Never-married,Sales,Unmarried,White,Male,40,United-States,0 +22,Private,HS-grad,Separated,Sales,Unmarried,White,Female,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +36,Private,Bachelors,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,50,China,0 +37,Private,Bachelors,Never-married,Transport-moving,Not-in-family,White,Male,46,United-States,0 +35,Private,Assoc-acdm,Married-AF-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +17,Private,10th,Never-married,Priv-house-serv,Own-child,White,Male,30,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +22,,HS-grad,Never-married,,Not-in-family,White,Female,45,United-States,0 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,Hungary,1 +26,Private,Some-college,Never-married,Farming-fishing,Other-relative,White,Female,65,United-States,0 +45,Local-gov,11th,Married-civ-spouse,Other-service,Husband,Black,Male,50,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +63,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,43,United-States,0 +22,Private,Some-college,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,20,South,0 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +45,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +34,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +27,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,20,United-States,0 +47,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,56,United-States,1 +46,Private,7th-8th,Never-married,Other-service,Own-child,White,Male,52,United-States,0 +28,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +45,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,40,Thailand,0 +32,Self-emp-not-inc,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +30,Local-gov,12th,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +59,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Puerto-Rico,0 +58,State-gov,Doctorate,Never-married,Exec-managerial,Not-in-family,White,Female,43,United-States,1 +45,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +76,Self-emp-not-inc,Some-college,Widowed,Transport-moving,Not-in-family,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +32,Private,Masters,Never-married,Sales,Own-child,Black,Male,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,50,United-States,0 +30,Private,Assoc-acdm,Never-married,Prof-specialty,Unmarried,Black,Female,36,United-States,0 +53,Self-emp-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Greece,1 +41,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,0 +27,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +44,Local-gov,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +35,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,United-States,1 +36,Private,1st-4th,Never-married,Other-service,Other-relative,Other,Female,40,El-Salvador,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,10,United-States,1 +42,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +40,Self-emp-not-inc,Bachelors,Married-AF-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +55,Private,9th,Divorced,Craft-repair,Unmarried,White,Female,37,United-States,1 +36,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +57,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +27,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Female,45,United-States,0 +62,Private,Masters,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +38,Self-emp-not-inc,Bachelors,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,30,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +19,,12th,Never-married,,Own-child,Black,Male,30,United-States,0 +32,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,0 +34,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +37,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +24,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +17,Private,12th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +35,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +31,Private,Assoc-voc,Separated,Tech-support,Unmarried,Black,Female,32,United-States,0 +29,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,60,United-States,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +71,,Bachelors,Married-civ-spouse,,Husband,White,Male,10,United-States,1 +35,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +37,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +33,Local-gov,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,18,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +63,,11th,Separated,,Not-in-family,Black,Male,40,United-States,0 +39,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +42,Local-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,El-Salvador,0 +30,State-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +30,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +48,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +57,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,10,United-States,0 +56,Private,10th,Divorced,Other-service,Unmarried,Black,Female,45,United-States,0 +28,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,Honduras,0 +43,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,24,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +60,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +50,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,65,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +41,Private,HS-grad,Divorced,Priv-house-serv,Other-relative,Black,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,38,United-States,1 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +72,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +47,Local-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,33,United-States,0 +29,Private,Assoc-voc,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +24,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,15,United-States,0 +22,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +55,Federal-gov,Bachelors,Separated,Other-service,Unmarried,White,Female,72,,0 +40,State-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,20,United-States,0 +61,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,Japan,0 +58,Self-emp-not-inc,Bachelors,Never-married,Farming-fishing,Own-child,White,Male,72,United-States,0 +39,State-gov,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +45,Self-emp-not-inc,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +69,,Doctorate,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Male,60,,0 +34,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +27,,12th,Married-civ-spouse,,Husband,Black,Male,45,United-States,0 +28,Private,Some-college,Separated,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +41,State-gov,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +18,State-gov,HS-grad,Never-married,Sales,Not-in-family,Black,Female,30,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +47,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +36,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +66,Private,Preschool,Widowed,Priv-house-serv,Other-relative,White,Female,40,Guatemala,0 +33,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,45,United-States,0 +39,Local-gov,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +62,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Unmarried,White,Female,32,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +50,Self-emp-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +26,Federal-gov,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,50,Japan,0 +50,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,65,Canada,0 +45,Federal-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +46,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,15,United-States,0 +56,Private,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,40,United-States,1 +47,Private,Masters,Separated,Machine-op-inspct,Unmarried,Asian-Pac-Islander,Female,42,India,0 +23,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +51,Self-emp-not-inc,HS-grad,Separated,Other-service,Unmarried,White,Female,20,United-States,0 +19,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,25,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,80,United-States,0 +52,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +36,Private,Some-college,Separated,Other-service,Other-relative,Black,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,,HS-grad,Never-married,,Own-child,White,Female,40,United-States,0 +26,Self-emp-inc,12th,Married-civ-spouse,Sales,Husband,Other,Male,98,Dominican-Republic,0 +35,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +32,Private,11th,Divorced,Craft-repair,Own-child,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +28,Self-emp-not-inc,Some-college,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +20,Private,10th,Never-married,Other-service,Other-relative,White,Male,35,Mexico,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +26,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +43,State-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,36,United-States,0 +45,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +54,Private,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,35,Mexico,0 +51,Local-gov,HS-grad,Widowed,Other-service,Unmarried,White,Female,40,United-States,0 +58,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +49,Private,Assoc-acdm,Separated,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +44,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +19,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,32,United-States,0 +45,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +60,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +28,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Male,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Amer-Indian-Eskimo,Male,30,United-States,0 +44,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +19,State-gov,Some-college,Never-married,Farming-fishing,Own-child,White,Male,12,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,38,United-States,0 +56,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +44,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,54,United-States,1 +30,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,36,Vietnam,1 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +57,Self-emp-not-inc,Masters,Never-married,Farming-fishing,Not-in-family,White,Male,20,United-States,0 +35,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +48,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +32,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,99,United-States,0 +76,Federal-gov,Masters,Widowed,Prof-specialty,Not-in-family,White,Female,15,United-States,0 +57,Local-gov,HS-grad,Divorced,Handlers-cleaners,Not-in-family,Black,Female,30,United-States,0 +58,,Some-college,Never-married,,Not-in-family,White,Female,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +50,Private,10th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +38,Private,HS-grad,Married-AF-spouse,Other-service,Wife,White,Female,25,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +59,Self-emp-not-inc,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +23,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +44,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Male,20,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +46,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +34,Local-gov,Preschool,Never-married,Adm-clerical,Own-child,Black,Female,25,United-States,0 +38,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +26,Private,Some-college,Never-married,Sales,Not-in-family,Black,Female,37,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Sales,Own-child,Black,Male,40,United-States,0 +33,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,19,India,0 +43,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +30,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,China,0 +59,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +28,Private,Some-college,Never-married,Tech-support,Own-child,Black,Male,24,United-States,0 +48,Self-emp-not-inc,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +49,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,35,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +37,State-gov,Bachelors,Never-married,Prof-specialty,Other-relative,White,Male,40,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,8,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,48,United-States,0 +66,Private,Bachelors,Widowed,Other-service,Not-in-family,White,Male,12,United-States,0 +68,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +27,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Wife,White,Female,40,United-States,0 +66,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,7,United-States,0 +28,Private,10th,Never-married,Other-service,Unmarried,White,Female,15,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +25,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +62,,Bachelors,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +26,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,60,United-States,0 +40,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +31,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,Honduras,0 +52,Private,HS-grad,Widowed,Transport-moving,Not-in-family,White,Male,40,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,12,United-States,0 +39,State-gov,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,48,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Ecuador,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,16,United-States,0 +33,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +46,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +27,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,20,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Self-emp-not-inc,11th,Married-civ-spouse,Other-service,Wife,White,Female,5,United-States,0 +40,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Sales,Own-child,Black,Male,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Other,Male,35,India,0 +56,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +26,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,44,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Self-emp-not-inc,11th,Never-married,Craft-repair,Own-child,White,Male,50,Mexico,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +36,State-gov,HS-grad,Divorced,Adm-clerical,Own-child,Black,Female,40,United-States,0 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,70,,0 +39,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,1 +35,Private,Assoc-voc,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +33,Private,11th,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +31,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,46,United-States,0 +49,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,22,United-States,0 +34,Self-emp-not-inc,Bachelors,Divorced,Transport-moving,Not-in-family,White,Male,50,,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Asian-Pac-Islander,Male,60,Trinadad&Tobago,0 +27,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +50,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,23,United-States,0 +38,Private,12th,Never-married,Machine-op-inspct,Not-in-family,Black,Female,50,United-States,0 +55,State-gov,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Male,40,United-States,0 +49,Self-emp-not-inc,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,70,Italy,0 +40,Private,Bachelors,Married-spouse-absent,Other-service,Not-in-family,Other,Male,40,Mexico,0 +42,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Female,30,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,50,Laos,0 +30,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +70,,Doctorate,Married-civ-spouse,,Husband,White,Male,20,United-States,1 +40,Private,10th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +43,Self-emp-not-inc,Bachelors,Separated,Craft-repair,Unmarried,White,Male,35,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +22,,7th-8th,Never-married,,Own-child,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +33,Private,Assoc-voc,Separated,Protective-serv,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +31,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +29,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,40,Hong,1 +49,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Greece,0 +61,,Bachelors,Never-married,,Not-in-family,White,Male,7,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,Germany,1 +37,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +56,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Self-emp-not-inc,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,40,South,0 +52,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +40,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +21,Private,HS-grad,Married-spouse-absent,Exec-managerial,Other-relative,White,Female,60,United-States,0 +63,Private,10th,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,20,Peru,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +39,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +23,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,White,Female,48,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,0 +17,,11th,Never-married,,Own-child,Black,Female,20,United-States,0 +46,Private,Assoc-voc,Divorced,Tech-support,Unmarried,Black,Female,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,42,United-States,0 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +21,State-gov,Some-college,Never-married,Adm-clerical,Own-child,Asian-Pac-Islander,Female,12,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +37,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +40,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,20,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +32,Private,11th,Divorced,Other-service,Unmarried,White,Female,15,United-States,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +32,Private,10th,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Other-service,Own-child,Black,Female,30,United-States,0 +53,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +28,Self-emp-not-inc,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,25,Mexico,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +47,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +23,Private,Some-college,Never-married,Protective-serv,Own-child,Black,Female,40,United-States,0 +70,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,0 +41,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,0 +43,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +65,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,25,,0 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +40,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +43,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +50,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +32,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,60,,0 +32,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +42,Private,11th,Divorced,Sales,Unmarried,White,Male,50,Mexico,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +30,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,England,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +45,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Assoc-acdm,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +43,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,50,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +36,,HS-grad,Married-spouse-absent,,Unmarried,Black,Male,50,United-States,0 +38,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,35,United-States,0 +50,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +35,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +30,Private,Masters,Never-married,Adm-clerical,Not-in-family,White,Female,40,France,0 +61,State-gov,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,38,United-States,0 +61,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +18,Private,5th-6th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +31,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +35,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +55,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +59,Private,HS-grad,Widowed,Priv-house-serv,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +22,Private,10th,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +60,Federal-gov,Some-college,Widowed,Exec-managerial,Not-in-family,White,Female,40,England,0 +49,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +64,Private,5th-6th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +63,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +27,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Own-child,Black,Female,30,United-States,0 +41,State-gov,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +18,,12th,Never-married,,Own-child,Black,Male,25,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,1 +55,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +34,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,60,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +30,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +29,Private,Masters,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Male,60,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +57,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,45,United-States,0 +43,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +61,Private,Some-college,Widowed,Adm-clerical,Other-relative,White,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,1 +40,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Mexico,0 +41,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +28,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +59,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +30,Private,Assoc-acdm,Never-married,Machine-op-inspct,Not-in-family,White,Male,48,United-States,0 +54,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +33,Private,Assoc-voc,Separated,Craft-repair,Not-in-family,White,Male,42,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +27,,Some-college,Divorced,,Not-in-family,White,Female,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Wife,Black,Female,40,United-States,0 +27,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,46,United-States,1 +34,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +34,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Never-married,Craft-repair,Own-child,White,Female,25,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Other,Male,40,United-States,0 +65,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,27,United-States,0 +61,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,16,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,25,United-States,0 +35,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Own-child,White,Male,50,United-States,1 +45,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +68,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +25,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +48,Private,Prof-school,Divorced,Sales,Not-in-family,White,Male,13,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Female,50,United-States,1 +54,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +47,Self-emp-not-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +25,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +67,,Some-college,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +35,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,18,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Divorced,Other-service,Unmarried,White,Male,32,United-States,0 +50,Private,12th,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,Cambodia,1 +32,Private,9th,Separated,Machine-op-inspct,Unmarried,White,Female,40,Columbia,0 +34,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,25,United-States,0 +36,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,Private,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,19,United-States,0 +58,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +27,Private,5th-6th,Never-married,Other-service,Not-in-family,White,Male,75,Mexico,0 +62,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,38,United-States,0 +36,Self-emp-inc,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,55,United-States,1 +21,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,4,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,England,0 +28,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,Amer-Indian-Eskimo,Female,25,United-States,0 +76,Self-emp-not-inc,7th-8th,Never-married,Farming-fishing,Not-in-family,White,Male,30,United-States,0 +25,,Bachelors,Married-civ-spouse,,Wife,White,Female,25,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Private,11th,Never-married,Sales,Unmarried,White,Female,30,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +55,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,20,United-States,0 +51,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +26,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,40,Mexico,0 +44,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,48,United-States,0 +65,,10th,Married-civ-spouse,,Husband,White,Male,70,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +34,Self-emp-not-inc,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,70,United-States,0 +39,Private,5th-6th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +46,,11th,Widowed,,Unmarried,Black,Female,40,United-States,0 +34,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,El-Salvador,0 +59,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,50,United-States,0 +34,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +62,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,Scotland,1 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +34,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +47,Private,Bachelors,Separated,Prof-specialty,Unmarried,White,Female,50,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,20,United-States,0 +30,Self-emp-not-inc,Assoc-voc,Divorced,Craft-repair,Not-in-family,White,Male,49,United-States,0 +38,Private,HS-grad,Separated,Sales,Not-in-family,White,Male,60,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,40,Philippines,1 +23,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +22,Private,12th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,1st-4th,Never-married,Handlers-cleaners,Other-relative,White,Male,52,Mexico,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Wife,Black,Female,45,United-States,1 +23,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +27,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +25,Private,10th,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +34,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +33,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +36,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +30,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +23,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,47,United-States,0 +36,Private,5th-6th,Married-spouse-absent,Craft-repair,Other-relative,White,Male,32,Mexico,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +50,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +19,Private,12th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +52,Federal-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +60,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,11th,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +59,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +36,Private,HS-grad,Never-married,Transport-moving,Other-relative,White,Male,50,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,Cuba,0 +49,Private,7th-8th,Divorced,Craft-repair,Not-in-family,White,Male,70,United-States,0 +25,Self-emp-not-inc,HS-grad,Never-married,Other-service,Unmarried,White,Female,30,United-States,0 +50,Private,11th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +44,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,43,United-States,0 +28,,HS-grad,Separated,,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +40,Self-emp-inc,Bachelors,Separated,Craft-repair,Own-child,White,Male,50,United-States,0 +56,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +56,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,42,United-States,0 +38,,HS-grad,Divorced,,Unmarried,Black,Female,40,United-States,0 +21,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,10,United-States,0 +67,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,24,United-States,0 +54,State-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +50,Local-gov,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +59,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +51,Private,11th,Widowed,Handlers-cleaners,Unmarried,Black,Female,40,United-States,0 +30,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,29,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +64,,HS-grad,Widowed,,Not-in-family,White,Female,20,United-States,0 +61,,Bachelors,Never-married,,Not-in-family,White,Female,45,United-States,0 +26,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +78,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,3,United-States,1 +24,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +27,Private,11th,Separated,Farming-fishing,Other-relative,White,Male,40,Puerto-Rico,0 +51,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +36,,Some-college,Never-married,,Not-in-family,White,Male,30,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Not-in-family,White,Male,50,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,96,United-States,0 +59,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,35,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +24,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Private,Some-college,Separated,Prof-specialty,Own-child,White,Male,54,United-States,0 +36,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +53,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,Black,Male,32,United-States,0 +75,Self-emp-inc,HS-grad,Widowed,Sales,Other-relative,Asian-Pac-Islander,Male,35,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +46,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +56,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +60,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,49,United-States,0 +58,Private,HS-grad,Widowed,Sales,Not-in-family,White,Male,38,United-States,0 +67,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +39,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +37,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +54,,Some-college,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +63,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +47,Private,11th,Divorced,Other-service,Not-in-family,White,Female,38,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +55,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +49,Private,11th,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +44,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +25,Private,Assoc-voc,Never-married,Other-service,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +35,Private,Assoc-voc,Divorced,Prof-specialty,Own-child,Black,Male,40,United-States,0 +23,Local-gov,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,Cuba,0 +48,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +55,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,25,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +18,Private,12th,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +32,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,56,England,1 +24,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +27,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +39,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,France,1 +26,Local-gov,10th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +34,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,65,United-States,1 +41,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,1 +73,,Bachelors,Married-civ-spouse,,Husband,Asian-Pac-Islander,Male,5,Vietnam,0 +32,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +56,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +59,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +35,Private,Bachelors,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,40,South,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,Columbia,0 +30,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,50,United-States,0 +23,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,43,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +38,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,35,United-States,0 +68,Private,10th,Married-civ-spouse,Sales,Husband,White,Male,16,United-States,0 +41,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +42,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +48,,9th,Separated,,Not-in-family,Amer-Indian-Eskimo,Female,20,United-States,0 +19,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +31,Private,11th,Married-spouse-absent,Handlers-cleaners,Not-in-family,Asian-Pac-Islander,Male,40,India,0 +40,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +32,Private,Bachelors,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +51,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +44,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Female,30,England,0 +30,,11th,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +44,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,,0 +61,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,45,India,1 +30,Local-gov,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +45,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +39,Private,Assoc-acdm,Widowed,Adm-clerical,Unmarried,White,Female,45,United-States,0 +39,,HS-grad,Married-civ-spouse,,Husband,Black,Male,40,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +52,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +19,Private,11th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +25,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,43,United-States,0 +71,Private,7th-8th,Widowed,Transport-moving,Not-in-family,White,Male,10,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,0 +28,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,Black,Female,40,United-States,0 +54,Private,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,Black,Male,38,Jamaica,1 +18,Private,11th,Never-married,Sales,Own-child,Black,Female,10,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +36,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,25,United-States,0 +57,Private,HS-grad,Widowed,Transport-moving,Unmarried,White,Male,50,United-States,0 +56,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Portugal,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +41,Private,10th,Never-married,Sales,Own-child,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +61,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +50,,Some-college,Divorced,,Unmarried,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +44,Private,11th,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +38,State-gov,Masters,Never-married,Prof-specialty,Other-relative,White,Female,40,United-States,0 +61,,7th-8th,Widowed,,Not-in-family,Black,Female,40,United-States,0 +25,Private,Bachelors,Never-married,Sales,Own-child,White,Male,50,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +38,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +17,,10th,Never-married,,Own-child,Black,Male,20,United-States,0 +48,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +55,State-gov,Assoc-voc,Widowed,Prof-specialty,Unmarried,White,Female,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Other-relative,White,Male,20,United-States,0 +45,Private,5th-6th,Never-married,Machine-op-inspct,Own-child,White,Female,35,United-States,0 +49,Private,7th-8th,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,45,Laos,0 +19,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +43,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,45,United-States,0 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,12,United-States,0 +30,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,Black,Female,25,United-States,0 +61,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,70,United-States,0 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +27,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,Mexico,0 +24,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +41,Private,12th,Divorced,Transport-moving,Not-in-family,White,Male,84,United-States,1 +42,Private,HS-grad,Widowed,Transport-moving,Unmarried,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +22,,9th,Never-married,,Unmarried,Black,Female,36,United-States,0 +47,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,43,United-States,0 +50,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +44,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,45,United-States,1 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +52,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +31,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +68,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,20,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,Mexico,0 +42,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,30,United-States,0 +72,Without-pay,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,55,United-States,0 +40,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,30,United-States,0 +55,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,Hungary,1 +30,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +52,Private,Bachelors,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +41,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,Black,Male,4,United-States,0 +29,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +24,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +46,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,Black,Female,15,United-States,0 +35,Private,Assoc-voc,Divorced,Other-service,Unmarried,White,Female,35,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +36,Private,9th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +24,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,0 +19,Private,11th,Never-married,Sales,Not-in-family,White,Female,40,Honduras,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +36,Local-gov,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +27,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +27,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +66,,7th-8th,Married-civ-spouse,,Husband,White,Male,30,United-States,0 +65,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +37,Private,Masters,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Male,30,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +57,Private,5th-6th,Married-civ-spouse,Transport-moving,Husband,Black,Male,50,United-States,0 +54,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +43,Private,HS-grad,Separated,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,48,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,Prof-school,Divorced,Prof-specialty,Unmarried,White,Female,38,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,15,United-States,0 +62,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +41,Private,12th,Divorced,Machine-op-inspct,Not-in-family,Black,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +53,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +23,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +28,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,45,United-States,0 +50,Private,10th,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,45,Mexico,0 +84,Private,7th-8th,Married-civ-spouse,Prof-specialty,Husband,Black,Male,10,United-States,0 +48,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +61,Self-emp-not-inc,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,20,United-States,0 +44,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,42,United-States,0 +32,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,Asian-Pac-Islander,Female,60,South,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +47,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +37,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,17,United-States,0 +28,Private,HS-grad,Divorced,Tech-support,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +34,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +32,Self-emp-not-inc,Some-college,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +24,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +22,,Some-college,Never-married,,Not-in-family,Asian-Pac-Islander,Female,25,United-States,0 +30,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,99,United-States,0 +56,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +28,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,26,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,68,United-States,1 +28,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +39,Private,12th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Other-service,Not-in-family,Asian-Pac-Islander,Male,40,Dominican-Republic,0 +32,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,White,Male,55,Ecuador,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +71,Private,5th-6th,Widowed,Priv-house-serv,Not-in-family,Asian-Pac-Islander,Female,75,United-States,0 +30,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +20,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +53,Federal-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +42,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,45,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,56,United-States,1 +26,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,16,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-spouse-absent,Other-service,Unmarried,Black,Female,40,United-States,0 +36,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,40,United-States,0 +54,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,43,United-States,1 +38,Self-emp-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +29,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +20,State-gov,Some-college,Never-married,Craft-repair,Own-child,White,Male,38,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,50,United-States,0 +24,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,White,Male,20,United-States,0 +59,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +56,Self-emp-not-inc,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,84,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +30,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +36,Private,1st-4th,Never-married,Farming-fishing,Not-in-family,White,Male,40,Mexico,0 +20,Local-gov,Some-college,Never-married,Protective-serv,Own-child,Asian-Pac-Islander,Female,20,United-States,0 +36,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +45,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +24,Private,11th,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +42,,9th,Never-married,,Own-child,Black,Male,35,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,25,United-States,0 +46,Federal-gov,Prof-school,Separated,Prof-specialty,Unmarried,White,Female,40,Germany,1 +60,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,Germany,1 +40,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +55,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +47,Private,Masters,Separated,Tech-support,Not-in-family,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,43,United-States,0 +55,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +47,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +54,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,1 +32,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,60,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +61,Self-emp-not-inc,Some-college,Widowed,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +62,Self-emp-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,South,0 +29,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Protective-serv,Not-in-family,Black,Female,32,United-States,0 +19,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,50,United-States,0 +40,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +55,Private,Masters,Never-married,Prof-specialty,Other-relative,Asian-Pac-Islander,Female,40,Thailand,0 +55,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,35,United-States,0 +43,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +28,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,Mexico,0 +36,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +41,Private,Some-college,Divorced,Adm-clerical,Own-child,Black,Female,40,United-States,0 +60,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +36,State-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,Guatemala,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,18,India,0 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,0 +50,Private,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +38,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,47,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,United-States,0 +30,Local-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +39,,Some-college,Divorced,,Not-in-family,White,Female,20,United-States,0 +33,Local-gov,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +42,State-gov,Some-college,Divorced,Transport-moving,Unmarried,White,Male,38,United-States,0 +28,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +66,Local-gov,Bachelors,Widowed,Prof-specialty,Not-in-family,Black,Female,25,United-States,0 +31,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,50,India,0 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Male,40,Canada,0 +39,Federal-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Poland,1 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +21,Private,9th,Never-married,Other-service,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,Italy,0 +51,,Some-college,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +45,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +59,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Own-child,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +42,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +68,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,Federal-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,60,United-States,0 +21,Self-emp-not-inc,7th-8th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,Private,11th,Divorced,Craft-repair,Not-in-family,White,Male,46,United-States,0 +34,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +57,,9th,Divorced,,Not-in-family,White,Male,40,United-States,0 +27,Private,Bachelors,Divorced,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +21,State-gov,Some-college,Never-married,Other-service,Own-child,Black,Female,12,United-States,0 +25,Private,5th-6th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,Mexico,0 +51,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +35,Private,Bachelors,Never-married,Sales,Own-child,Black,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +34,Private,Some-college,Never-married,Sales,Other-relative,Black,Female,35,United-States,0 +33,,HS-grad,Divorced,,Unmarried,White,Female,32,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +33,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +60,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +47,Federal-gov,HS-grad,Married-civ-spouse,Prof-specialty,Wife,Black,Female,40,United-States,0 +42,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,75,United-States,1 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,32,United-States,0 +30,Private,Masters,Married-civ-spouse,Other-service,Husband,White,Male,15,United-States,1 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Germany,0 +37,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +31,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +33,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +41,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,State-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +65,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,55,United-States,0 +30,Local-gov,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +49,Private,Masters,Divorced,Sales,Not-in-family,White,Male,45,United-States,1 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +42,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +62,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +67,,HS-grad,Widowed,,Not-in-family,White,Male,35,United-States,0 +31,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,20,United-States,1 +33,Private,Bachelors,Married-civ-spouse,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,40,India,0 +27,Private,Some-college,Never-married,Transport-moving,Other-relative,White,Male,40,United-States,0 +31,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,1 +35,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,Amer-Indian-Eskimo,Male,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,6,United-States,1 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,35,United-States,1 +56,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,48,United-States,1 +21,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +66,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,20,Germany,0 +46,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +43,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,55,United-States,0 +52,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +59,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +36,Local-gov,Assoc-voc,Separated,Adm-clerical,Own-child,Black,Female,40,United-States,0 +33,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,35,United-States,0 +59,,10th,Widowed,,Unmarried,White,Female,40,United-States,0 +42,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +62,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,43,United-States,0 +54,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +35,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +36,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,45,United-States,0 +30,Private,HS-grad,Separated,Farming-fishing,Unmarried,White,Female,14,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +32,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,40,Laos,1 +21,Private,Some-college,Never-married,Sales,Other-relative,White,Male,64,United-States,0 +39,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +54,Private,HS-grad,Married-spouse-absent,Exec-managerial,Not-in-family,White,Female,43,United-States,0 +32,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +42,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Italy,0 +62,,10th,Widowed,,Not-in-family,White,Female,30,United-States,0 +28,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,35,United-States,0 +54,Private,1st-4th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,35,United-States,0 +27,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,50,,0 +35,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +66,,9th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +19,Local-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Female,20,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +32,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +31,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +26,Private,Assoc-voc,Never-married,Sales,Other-relative,Black,Male,65,United-States,0 +44,Private,Some-college,Widowed,Sales,Not-in-family,White,Female,25,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +30,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Female,60,United-States,0 +19,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +33,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,30,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Female,35,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,35,United-States,0 +31,Self-emp-not-inc,Bachelors,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +20,,HS-grad,Never-married,,Own-child,White,Female,20,United-States,0 +32,Private,Assoc-voc,Divorced,Exec-managerial,Unmarried,White,Female,50,United-States,0 +29,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +61,Private,10th,Divorced,Other-service,Not-in-family,White,Male,24,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,50,United-States,0 +29,Federal-gov,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +61,,12th,Never-married,,Not-in-family,Black,Male,52,United-States,0 +34,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Black,Male,48,,0 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,15,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Male,40,Hong,0 +35,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +62,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +50,Private,HS-grad,Separated,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +63,Private,1st-4th,Widowed,Machine-op-inspct,Unmarried,White,Female,44,Portugal,0 +35,Private,9th,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +40,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Sales,Husband,Other,Male,50,United-States,0 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +47,Local-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +26,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +46,Private,Assoc-voc,Married-spouse-absent,Craft-repair,Unmarried,White,Male,40,United-States,0 +24,Private,12th,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +19,Private,7th-8th,Never-married,Adm-clerical,Own-child,White,Male,80,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +36,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Male,35,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +46,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,32,United-States,0 +29,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +65,Private,HS-grad,Widowed,Other-service,Unmarried,Black,Female,20,Jamaica,0 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +58,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +39,State-gov,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +33,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +32,Private,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +32,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +31,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +41,Self-emp-not-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,45,Philippines,1 +27,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +45,Private,HS-grad,Widowed,Craft-repair,Unmarried,Black,Female,40,United-States,0 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,10,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,23,United-States,0 +34,Self-emp-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,62,United-States,1 +33,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,20,United-States,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +61,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,1 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,12,United-States,0 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,58,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,60,United-States,0 +52,Self-emp-not-inc,12th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +50,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,30,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,,1 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,50,United-States,0 +34,Self-emp-inc,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +48,Private,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +61,,HS-grad,Divorced,,Not-in-family,White,Female,99,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +20,Private,7th-8th,Never-married,Machine-op-inspct,Own-child,White,Female,52,United-States,0 +30,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +44,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Black,Male,60,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +31,Private,Prof-school,Divorced,Tech-support,Not-in-family,White,Female,35,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +37,Self-emp-not-inc,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +33,Self-emp-not-inc,Bachelors,Never-married,Transport-moving,Not-in-family,White,Male,40,,0 +44,Private,7th-8th,Married-civ-spouse,Other-service,Wife,White,Female,55,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Local-gov,Assoc-acdm,Never-married,Craft-repair,Own-child,White,Male,5,United-States,0 +30,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,45,United-States,0 +41,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +23,Private,Bachelors,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,70,United-States,0 +48,Private,1st-4th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,Mexico,0 +26,State-gov,Some-college,Never-married,Other-service,Not-in-family,White,Male,20,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +26,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,48,United-States,0 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +33,,HS-grad,Divorced,,Not-in-family,Black,Male,40,United-States,0 +54,Private,Masters,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,1 +36,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,55,United-States,0 +41,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Male,48,United-States,0 +27,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +68,,Bachelors,Married-civ-spouse,,Husband,White,Male,35,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Male,75,United-States,0 +56,,HS-grad,Divorced,,Own-child,White,Male,40,United-States,0 +40,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +46,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +55,,9th,Never-married,,Own-child,White,Female,45,United-States,0 +43,Private,9th,Divorced,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +46,Private,HS-grad,Divorced,Craft-repair,Other-relative,White,Male,40,United-States,0 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +67,Local-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,16,United-States,0 +62,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +31,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,50,United-States,1 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,30,United-States,0 +55,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +36,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,Black,Female,15,United-States,0 +27,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,40,United-States,0 +30,Private,Some-college,Divorced,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +43,State-gov,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +51,Private,11th,Divorced,Other-service,Unmarried,Black,Female,30,United-States,0 +47,Private,Bachelors,Widowed,Priv-house-serv,Unmarried,White,Female,35,United-States,1 +49,State-gov,Doctorate,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +19,,HS-grad,Never-married,,Own-child,White,Male,60,United-States,0 +79,Federal-gov,Doctorate,Widowed,Exec-managerial,Not-in-family,White,Male,6,United-States,1 +28,State-gov,Some-college,Divorced,Other-service,Unmarried,White,Male,40,United-States,0 +41,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +21,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +31,Self-emp-not-inc,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +23,Self-emp-inc,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +32,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,Germany,0 +67,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +32,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +35,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +29,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +18,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,24,United-States,0 +22,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +27,,Bachelors,Married-spouse-absent,,Not-in-family,White,Male,50,,0 +28,Private,Some-college,Never-married,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,30,,0 +32,Private,Prof-school,Married-civ-spouse,Sales,Husband,White,Male,40,,0 +40,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,Germany,1 +23,Private,Bachelors,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +44,Self-emp-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,25,United-States,1 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Self-emp-not-inc,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +32,,Assoc-acdm,Never-married,,Own-child,White,Male,40,United-States,0 +78,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,15,United-States,0 +64,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +58,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +55,,12th,Widowed,,Not-in-family,White,Male,30,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +27,Local-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +42,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Local-gov,12th,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,Puerto-Rico,0 +29,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Female,40,United-States,0 +33,Private,1st-4th,Never-married,Sales,Own-child,White,Female,24,United-States,0 +44,Private,Some-college,Widowed,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +70,Private,5th-6th,Widowed,Other-service,Other-relative,White,Female,40,,0 +25,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,78,United-States,0 +24,State-gov,Bachelors,Never-married,Adm-clerical,Other-relative,White,Female,10,United-States,0 +42,State-gov,Bachelors,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,1 +39,Private,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,60,United-States,0 +72,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +43,Self-emp-inc,9th,Never-married,Sales,Own-child,White,Female,44,Portugal,0 +25,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +37,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +27,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +39,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,24,Italy,0 +29,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,5th-6th,Never-married,Other-service,Unmarried,White,Female,40,Mexico,0 +18,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +20,Private,11th,Never-married,Handlers-cleaners,Not-in-family,White,Male,32,Mexico,0 +32,Private,Some-college,Separated,Tech-support,Unmarried,White,Female,50,United-States,0 +45,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,Black,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +34,Federal-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +43,Private,Bachelors,Separated,Exec-managerial,Unmarried,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,United-States,1 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Tech-support,Husband,Black,Male,40,United-States,1 +47,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,Black,Female,40,United-States,0 +46,Local-gov,1st-4th,Never-married,Other-service,Not-in-family,Amer-Indian-Eskimo,Female,20,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +41,Self-emp-inc,HS-grad,Separated,Exec-managerial,Unmarried,White,Male,40,United-States,0 +37,Private,11th,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +53,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +47,Local-gov,Doctorate,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +60,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,46,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +28,Private,10th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +19,Private,11th,Never-married,Handlers-cleaners,Other-relative,White,Male,30,United-States,0 +51,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Other,Male,70,India,1 +19,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,35,United-States,0 +64,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +44,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,48,United-States,0 +33,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +63,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +44,,HS-grad,Never-married,,Unmarried,Black,Female,40,United-States,0 +44,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +28,Federal-gov,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,70,Puerto-Rico,0 +24,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +20,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,20,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,24,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +34,Federal-gov,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,52,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +35,Private,11th,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,70,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +27,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +52,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +43,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,50,United-States,0 +36,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +58,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +54,Private,Masters,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +42,,Some-college,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +65,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +44,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,45,Laos,0 +61,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,El-Salvador,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,State-gov,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,Canada,0 +40,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,42,United-States,1 +42,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Cuba,1 +50,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,20,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,45,United-States,0 +70,Self-emp-inc,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,5,United-States,0 +51,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +38,Self-emp-not-inc,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,60,United-States,1 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +36,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,0 +28,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Private,9th,Never-married,Craft-repair,Not-in-family,Black,Male,40,Jamaica,0 +32,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +57,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +47,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,56,United-States,0 +21,Private,11th,Never-married,Sales,Own-child,White,Female,38,United-States,0 +25,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Divorced,Protective-serv,Unmarried,White,Female,40,United-States,0 +31,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +61,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,25,United-States,0 +56,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,,0 +59,Private,7th-8th,Separated,Other-service,Own-child,Black,Female,38,United-States,0 +44,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +47,Private,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +64,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +30,,HS-grad,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +46,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,44,United-States,0 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +44,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +59,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +65,Self-emp-inc,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +33,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,38,United-States,0 +34,Private,HS-grad,Divorced,Sales,Own-child,White,Female,35,United-States,0 +38,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +62,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +21,Private,Some-college,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,8,United-States,0 +35,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Peru,0 +62,Local-gov,Some-college,Divorced,Other-service,Not-in-family,White,Male,45,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +69,State-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,16,United-States,0 +19,Self-emp-not-inc,Some-college,Never-married,Sales,Own-child,White,Female,16,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +52,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,90,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +58,,HS-grad,Married-civ-spouse,,Husband,White,Male,10,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,73,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,25,United-States,0 +73,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,75,United-States,0 +64,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +39,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +49,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,16,United-States,0 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +46,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +40,Private,Some-college,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +20,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +50,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,8,El-Salvador,0 +24,,Bachelors,Never-married,,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +33,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,46,United-States,0 +54,Federal-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +35,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +31,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +47,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Divorced,Sales,Own-child,White,Female,20,United-States,0 +33,Local-gov,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Male,55,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,10,United-States,0 +36,Private,Preschool,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,Puerto-Rico,0 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +25,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +25,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Mexico,0 +53,Federal-gov,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +41,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Male,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +66,Self-emp-not-inc,7th-8th,Widowed,Farming-fishing,Unmarried,White,Male,50,United-States,0 +53,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Separated,Sales,Unmarried,Black,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +29,Self-emp-not-inc,10th,Divorced,Craft-repair,Not-in-family,White,Male,80,United-States,0 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,42,United-States,0 +26,Private,9th,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +32,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +31,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +38,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +39,Private,HS-grad,Divorced,Other-service,Not-in-family,Other,Female,40,Dominican-Republic,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +75,,Some-college,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +41,Self-emp-not-inc,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +39,Federal-gov,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +31,Federal-gov,Some-college,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +38,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +43,State-gov,Some-college,Divorced,Exec-managerial,Unmarried,Black,Female,38,,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,55,India,1 +46,Private,Bachelors,Separated,Prof-specialty,Unmarried,Black,Female,36,United-States,0 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +42,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,20,United-States,0 +69,Private,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +47,Federal-gov,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,35,United-States,0 +49,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Portugal,0 +20,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,30,United-States,0 +52,Private,5th-6th,Married-civ-spouse,Sales,Wife,White,Female,15,El-Salvador,0 +33,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,59,Mexico,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,6,United-States,0 +55,Self-emp-not-inc,HS-grad,Separated,Farming-fishing,Unmarried,White,Female,55,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +61,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,1 +30,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Sales,Wife,White,Female,15,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +53,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,1 +38,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,36,United-States,1 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +32,Self-emp-not-inc,11th,Separated,Handlers-cleaners,Unmarried,White,Female,40,Nicaragua,0 +60,Local-gov,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,60,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,50,United-States,1 +22,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +25,Private,HS-grad,Never-married,Sales,Own-child,White,Male,35,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +90,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +37,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,38,United-States,0 +18,Private,HS-grad,Married-spouse-absent,Other-service,Own-child,Black,Male,40,Jamaica,0 +35,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,65,United-States,0 +50,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +28,Self-emp-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,65,United-States,1 +51,Private,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +31,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,42,Mexico,0 +69,Private,HS-grad,Separated,Transport-moving,Unmarried,Black,Female,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +71,,Some-college,Widowed,,Not-in-family,White,Female,14,Canada,0 +28,Private,10th,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +28,,10th,Separated,,Not-in-family,White,Male,80,United-States,0 +25,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,95,United-States,0 +49,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,30,Columbia,0 +52,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,,0 +32,Private,5th-6th,Married-spouse-absent,Craft-repair,Other-relative,White,Male,40,El-Salvador,0 +31,Private,Some-college,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,50,United-States,0 +30,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +45,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,66,Yugoslavia,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +42,State-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,Black,Female,25,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +41,Private,9th,Married-civ-spouse,Other-service,Husband,White,Male,55,Outlying-US(Guam-USVI-etc),0 +55,Private,HS-grad,Divorced,Sales,Unmarried,Black,Female,40,United-States,0 +31,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +25,State-gov,Bachelors,Never-married,Protective-serv,Not-in-family,Black,Female,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Federal-gov,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,40,,0 +52,Private,7th-8th,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,24,United-States,0 +43,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,,0 +40,Self-emp-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +54,Private,1st-4th,Separated,Priv-house-serv,Other-relative,White,Female,40,Mexico,0 +35,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +34,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Taiwan,1 +26,Private,Bachelors,Never-married,Other-service,Other-relative,White,Female,40,United-States,0 +55,Self-emp-not-inc,Bachelors,Widowed,Sales,Unmarried,White,Female,15,United-States,0 +51,Private,Bachelors,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +35,Private,Assoc-acdm,Never-married,Transport-moving,Not-in-family,Black,Male,30,Jamaica,0 +31,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,8,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +39,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +39,Private,Assoc-voc,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +73,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,25,United-States,0 +47,Local-gov,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,70,United-States,0 +27,Private,10th,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +38,Private,Prof-school,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,35,United-States,0 +60,Local-gov,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +52,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +36,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,0 +26,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,Canada,0 +28,State-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,16,United-States,0 +38,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +50,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Widowed,Prof-specialty,Unmarried,White,Female,40,United-States,0 +36,Private,10th,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +49,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +68,,Some-college,Married-civ-spouse,,Husband,White,Male,48,United-States,1 +63,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +42,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +28,Private,Masters,Never-married,Exec-managerial,Not-in-family,Black,Female,45,United-States,0 +68,,HS-grad,Married-civ-spouse,,Wife,White,Female,8,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,22,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +59,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +26,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,36,United-States,0 +59,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,48,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +34,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,43,India,1 +67,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,24,United-States,0 +45,Private,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,44,United-States,0 +64,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +51,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,Canada,1 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +65,Private,5th-6th,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,20,United-States,0 +31,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +33,Private,10th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +17,Local-gov,11th,Never-married,Craft-repair,Own-child,White,Male,35,United-States,0 +63,Private,Masters,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,46,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,1 +45,Local-gov,Assoc-acdm,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +17,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +26,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Federal-gov,Some-college,Divorced,Tech-support,Unmarried,Black,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,Outlying-US(Guam-USVI-etc),0 +44,Private,Some-college,Widowed,Adm-clerical,Unmarried,White,Female,32,United-States,0 +43,Federal-gov,Masters,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,40,Haiti,0 +23,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,45,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +49,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Canada,0 +52,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +25,,5th-6th,Never-married,,Unmarried,White,Female,25,El-Salvador,0 +44,Private,Some-college,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +63,Private,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Local-gov,HS-grad,Separated,Other-service,Not-in-family,Black,Female,60,,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,Columbia,0 +32,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Self-emp-not-inc,HS-grad,Separated,Other-service,Unmarried,White,Female,50,United-States,0 +50,State-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Puerto-Rico,0 +26,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +24,Private,1st-4th,Never-married,Farming-fishing,Not-in-family,Other,Male,66,Mexico,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,56,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,55,United-States,0 +43,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,Poland,0 +44,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +40,Private,Bachelors,Never-married,Prof-specialty,Other-relative,White,Female,40,United-States,0 +75,,5th-6th,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +52,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,42,United-States,0 +51,Self-emp-not-inc,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +40,Self-emp-not-inc,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Male,35,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +29,Private,Assoc-voc,Divorced,Handlers-cleaners,Unmarried,White,Male,50,United-States,0 +37,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Female,37,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +46,Local-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +46,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Private,Some-college,Never-married,Protective-serv,Own-child,Black,Male,30,United-States,0 +34,Private,Some-college,Separated,Adm-clerical,Unmarried,Black,Female,40,,0 +38,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,43,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,35,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +33,Private,11th,Never-married,Craft-repair,Not-in-family,White,Male,65,United-States,0 +26,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,84,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +61,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,6,United-States,0 +36,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,,1 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +17,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,16,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Other,Male,40,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +21,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,32,United-States,0 +41,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,Peru,0 +46,Private,11th,Separated,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +55,Federal-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +27,Private,Assoc-acdm,Never-married,Sales,Not-in-family,White,Male,52,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,42,United-States,0 +36,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,48,United-States,0 +51,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +30,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,47,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +56,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,46,United-States,0 +46,Federal-gov,Assoc-voc,Divorced,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Female,60,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Greece,0 +38,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,43,United-States,1 +45,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,India,1 +50,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,1 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,40,Ireland,0 +27,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,30,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,11th,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +36,State-gov,Assoc-voc,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +43,Private,Some-college,Divorced,Other-service,Not-in-family,White,Male,30,United-States,0 +54,Private,Some-college,Widowed,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +24,Private,9th,Never-married,Machine-op-inspct,Own-child,Black,Female,40,Dominican-Republic,0 +29,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,55,United-States,0 +40,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +31,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +57,Private,Doctorate,Married-civ-spouse,Tech-support,Husband,White,Male,40,Germany,1 +32,Private,Masters,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +24,Private,Assoc-acdm,Divorced,Other-service,Not-in-family,White,Female,22,United-States,0 +24,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Guatemala,0 +49,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +27,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +37,Private,Some-college,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Male,25,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +54,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +22,Private,Some-college,Married-spouse-absent,Sales,Own-child,Other,Female,22,Dominican-Republic,0 +20,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +36,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +49,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +58,Self-emp-not-inc,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,40,,0 +34,Self-emp-inc,Bachelors,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,44,United-States,1 +28,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,60,United-States,0 +38,Local-gov,Assoc-voc,Divorced,Exec-managerial,Own-child,White,Male,40,United-States,0 +32,Private,11th,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,India,0 +35,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +51,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +33,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +71,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,15,Germany,0 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +53,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,5,United-States,0 +42,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,48,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +66,Private,Some-college,Widowed,Sales,Unmarried,White,Female,50,United-States,1 +59,Federal-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,,1 +42,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +24,Private,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,25,United-States,0 +26,Private,Some-college,Never-married,Sales,Own-child,White,Female,24,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,30,United-States,0 +33,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +63,Private,11th,Never-married,Farming-fishing,Not-in-family,White,Male,12,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +33,Private,5th-6th,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +57,,7th-8th,Married-civ-spouse,,Wife,White,Female,45,Puerto-Rico,0 +56,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +70,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,24,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +80,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +36,Private,10th,Never-married,Transport-moving,Not-in-family,Black,Female,40,United-States,0 +37,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,1 +52,State-gov,HS-grad,Separated,Other-service,Not-in-family,White,Female,35,United-States,0 +49,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,50,United-States,1 +70,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,1 +55,Private,Some-college,Widowed,Farming-fishing,Not-in-family,White,Male,62,United-States,1 +25,Private,Bachelors,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Italy,1 +22,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,Assoc-acdm,Separated,Craft-repair,Not-in-family,White,Male,50,United-States,0 +62,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +54,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +38,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +74,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,1 +35,Self-emp-not-inc,5th-6th,Married-civ-spouse,Other-service,Wife,White,Female,15,Mexico,0 +41,Private,12th,Divorced,Adm-clerical,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +35,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +34,State-gov,Masters,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +48,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +50,Self-emp-not-inc,5th-6th,Never-married,Tech-support,Not-in-family,Asian-Pac-Islander,Female,15,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +39,Private,Bachelors,Divorced,Adm-clerical,Unmarried,White,Male,40,United-States,0 +20,Private,11th,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,16,United-States,0 +42,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +25,Private,Some-college,Never-married,Other-service,Other-relative,Other,Female,25,Ecuador,0 +36,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +65,Private,Doctorate,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,70,United-States,1 +33,Self-emp-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +32,State-gov,Some-college,Never-married,Tech-support,Unmarried,Black,Female,20,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +41,Local-gov,Some-college,Divorced,Protective-serv,Unmarried,White,Female,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +72,Private,10th,Married-civ-spouse,Other-service,Husband,White,Male,12,United-States,0 +36,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,52,United-States,0 +67,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +24,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,Other,Male,40,United-States,0 +17,Private,7th-8th,Never-married,Sales,Own-child,White,Male,8,United-States,0 +32,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,30,United-States,0 +67,Private,11th,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +21,,Some-college,Never-married,,Other-relative,Asian-Pac-Islander,Male,10,Vietnam,0 +51,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,0 +32,Private,1st-4th,Never-married,Craft-repair,Not-in-family,White,Male,40,Guatemala,0 +39,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,35,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +24,Private,10th,Never-married,Sales,Not-in-family,White,Female,15,United-States,0 +21,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,16,United-States,0 +34,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +68,,10th,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +49,Self-emp-not-inc,10th,Never-married,Craft-repair,Not-in-family,Black,Male,32,United-States,0 +50,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +33,Private,Assoc-acdm,Divorced,Exec-managerial,Own-child,White,Female,40,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +45,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,55,United-States,1 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +46,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,37,United-States,1 +64,Local-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Private,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +35,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,70,United-States,0 +21,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,32,United-States,0 +29,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +38,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,Black,Female,30,United-States,1 +45,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +30,Self-emp-not-inc,Masters,Divorced,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,50,India,1 +41,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +37,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,Hong,0 +45,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +20,,HS-grad,Never-married,,Not-in-family,White,Female,30,United-States,0 +45,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +20,Federal-gov,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,20,United-States,0 +63,Self-emp-inc,Some-college,Widowed,Sales,Not-in-family,White,Female,60,United-States,1 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +19,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +34,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +23,,11th,Never-married,,Not-in-family,Black,Male,40,United-States,0 +36,Self-emp-not-inc,5th-6th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,Mexico,1 +46,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,5,United-States,0 +38,Local-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +55,Local-gov,12th,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,40,India,0 +48,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +35,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,50,United-States,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,22,United-States,0 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,46,United-States,0 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +47,Federal-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,Black,Female,25,United-States,0 +45,Local-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,0 +33,Private,7th-8th,Never-married,Other-service,Unmarried,Black,Female,14,Trinadad&Tobago,0 +68,Without-pay,Some-college,Married-spouse-absent,Farming-fishing,Unmarried,White,Female,25,United-States,0 +44,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +49,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +45,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Poland,1 +41,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,1 +29,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Mexico,0 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,,0 +19,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,25,Mexico,0 +56,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +55,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +21,Private,HS-grad,Never-married,Priv-house-serv,Not-in-family,White,Female,25,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,,0 +52,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +20,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,60,United-States,0 +31,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,50,England,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +35,Private,Assoc-acdm,Separated,Sales,Unmarried,White,Male,40,United-States,0 +67,,HS-grad,Married-civ-spouse,,Wife,White,Female,5,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +61,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +51,State-gov,Bachelors,Widowed,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,25,United-States,0 +32,Private,Some-college,Never-married,Other-service,Own-child,White,Female,38,United-States,0 +48,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Male,45,United-States,0 +62,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,53,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +28,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,0 +19,Private,10th,Never-married,Handlers-cleaners,Other-relative,White,Male,45,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,37,United-States,1 +20,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,White,Male,20,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,55,United-States,1 +51,Federal-gov,Bachelors,Widowed,Prof-specialty,Not-in-family,Black,Female,40,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,5th-6th,Never-married,Transport-moving,Not-in-family,White,Male,40,Mexico,0 +30,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Widowed,Other-service,Not-in-family,White,Female,40,United-States,0 +68,Local-gov,HS-grad,Widowed,Protective-serv,Not-in-family,White,Male,20,United-States,0 +42,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +43,Private,Bachelors,Divorced,Tech-support,Own-child,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +45,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Never-married,Farming-fishing,Unmarried,White,Male,40,United-States,0 +31,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +23,Private,Some-college,Never-married,Sales,Other-relative,Asian-Pac-Islander,Male,25,Philippines,0 +69,,HS-grad,Divorced,,Not-in-family,White,Female,35,United-States,0 +38,State-gov,Masters,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,Cuba,1 +18,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Female,40,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,Mexico,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,55,United-States,1 +23,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,30,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Not-in-family,Black,Female,50,United-States,0 +33,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Peru,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,0 +35,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +28,Self-emp-not-inc,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,30,United-States,1 +59,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,50,Guatemala,0 +42,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +27,,Assoc-acdm,Never-married,,Not-in-family,White,Female,45,United-States,0 +32,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Separated,Craft-repair,Unmarried,Black,Male,40,United-States,0 +43,Private,Bachelors,Divorced,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +46,Private,11th,Divorced,Prof-specialty,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,1 +41,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +59,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,60,United-States,1 +20,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,0 +45,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +29,Local-gov,HS-grad,Never-married,Handlers-cleaners,Unmarried,Asian-Pac-Islander,Male,45,United-States,0 +23,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +46,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,48,United-States,0 +55,,HS-grad,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +58,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +38,Private,Assoc-voc,Never-married,Exec-managerial,Other-relative,Asian-Pac-Islander,Female,40,United-States,0 +29,Private,Some-college,Never-married,Sales,Other-relative,White,Male,50,United-States,0 +57,,HS-grad,Divorced,,Own-child,Asian-Pac-Islander,Male,20,United-States,0 +26,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +61,Private,HS-grad,Separated,Transport-moving,Unmarried,Asian-Pac-Islander,Male,45,United-States,1 +31,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +43,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +51,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,56,United-States,1 +23,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,38,,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,16,United-States,1 +33,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +46,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,,1 +18,Private,7th-8th,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Female,40,Philippines,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +28,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +37,Private,Some-college,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,30,Vietnam,0 +23,,Some-college,Never-married,,Not-in-family,White,Female,15,United-States,0 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +17,Private,10th,Never-married,Sales,Own-child,White,Female,16,United-States,0 +56,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Self-emp-inc,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Male,45,United-States,0 +81,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,10,United-States,0 +22,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +43,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +31,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +42,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +66,,Some-college,Married-civ-spouse,,Husband,White,Male,50,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Separated,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +35,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,35,United-States,0 +36,Private,Bachelors,Separated,Other-service,Unmarried,Black,Female,35,United-States,0 +33,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +36,Private,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +37,,HS-grad,Married-civ-spouse,,Husband,White,Male,55,United-States,0 +50,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +55,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Other-service,Other-relative,Black,Female,30,Haiti,0 +39,Federal-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,1 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +29,Private,7th-8th,Divorced,Craft-repair,Unmarried,White,Female,55,United-States,0 +60,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Other,Male,32,United-States,1 +33,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +58,Private,9th,Never-married,Handlers-cleaners,Own-child,White,Male,40,El-Salvador,0 +27,Private,Some-college,Separated,Sales,Not-in-family,White,Male,40,United-States,0 +46,State-gov,Some-college,Divorced,Protective-serv,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +63,Private,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +38,Self-emp-not-inc,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,15,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +31,Private,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,1 +49,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Self-emp-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +42,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +49,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +57,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +50,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +35,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Female,28,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Cambodia,1 +40,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +54,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,45,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +28,Private,Some-college,Never-married,Priv-house-serv,Not-in-family,White,Female,40,United-States,0 +22,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +67,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,4,United-States,1 +75,Private,Masters,Never-married,Protective-serv,Not-in-family,White,Male,16,United-States,0 +41,Private,Masters,Divorced,Exec-managerial,Unmarried,Black,Female,60,United-States,1 +37,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +47,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,50,Cuba,0 +34,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Mexico,1 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Own-child,White,Male,40,United-States,0 +52,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,State-gov,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,Other,Male,40,Puerto-Rico,0 +44,Local-gov,12th,Married-civ-spouse,Other-service,Other-relative,White,Female,35,Mexico,0 +27,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,1 +42,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,33,United-States,0 +26,Private,9th,Never-married,Other-service,Own-child,White,Female,38,El-Salvador,0 +23,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,40,Canada,0 +28,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Female,40,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +28,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,50,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +56,Self-emp-not-inc,9th,Married-civ-spouse,Exec-managerial,Other-relative,White,Male,50,Columbia,0 +23,,Bachelors,Never-married,,Not-in-family,Asian-Pac-Islander,Male,35,United-States,0 +30,Private,Some-college,Never-married,Exec-managerial,Own-child,Black,Female,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,72,,0 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Cuba,1 +24,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +47,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,48,,0 +29,Private,Some-college,Never-married,Prof-specialty,Other-relative,White,Female,40,United-States,0 +45,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Local-gov,9th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,Trinadad&Tobago,1 +46,Federal-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,50,United-States,1 +34,,Some-college,Married-civ-spouse,,Wife,White,Female,4,United-States,0 +32,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Unmarried,White,Male,35,Mexico,0 +46,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Sales,Own-child,White,Female,35,United-States,0 +59,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +48,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +34,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,35,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,50,United-States,0 +54,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,0 +43,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +46,Federal-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +33,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +33,Private,10th,Divorced,Other-service,Unmarried,White,Female,45,United-States,0 +36,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +37,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,54,United-States,1 +64,,12th,Married-civ-spouse,,Husband,White,Male,24,United-States,0 +45,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +25,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Priv-house-serv,Own-child,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +58,Self-emp-not-inc,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Private,Assoc-voc,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +23,,7th-8th,Never-married,,Not-in-family,White,Female,40,Mexico,0 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Male,40,United-States,0 +52,Private,5th-6th,Never-married,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,45,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,38,United-States,0 +45,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +37,Local-gov,Some-college,Married-spouse-absent,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +29,Private,Assoc-acdm,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +53,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,66,United-States,0 +46,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +39,Private,Masters,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,48,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +53,Private,7th-8th,Divorced,Machine-op-inspct,Unmarried,Black,Female,56,United-States,0 +29,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,35,United-States,0 +64,Private,7th-8th,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +36,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +41,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +34,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,38,United-States,0 +68,,9th,Married-civ-spouse,,Husband,White,Male,2,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Other,Male,50,,1 +22,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +43,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Other-relative,White,Female,30,United-States,0 +36,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +25,Private,Assoc-voc,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Female,40,,0 +33,Private,Some-college,Separated,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,White,Female,40,United-States,0 +33,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Male,70,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Transport-moving,Own-child,White,Female,40,United-States,0 +47,Local-gov,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +48,Self-emp-inc,10th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +33,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +33,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Male,56,United-States,0 +26,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +22,Private,Assoc-voc,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +31,Self-emp-inc,Some-college,Never-married,Exec-managerial,Own-child,White,Male,45,United-States,0 +73,,HS-grad,Widowed,,Not-in-family,White,Female,15,United-States,0 +38,Local-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +36,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,54,United-States,1 +64,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,15,United-States,1 +24,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,55,United-States,0 +21,State-gov,Some-college,Never-married,Exec-managerial,Own-child,White,Female,20,United-States,0 +28,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +18,,11th,Never-married,,Own-child,White,Male,25,United-States,0 +41,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +17,Private,9th,Never-married,Other-service,Own-child,White,Male,16,United-States,0 +58,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,8,United-States,0 +30,Private,11th,Married-spouse-absent,Handlers-cleaners,Not-in-family,Amer-Indian-Eskimo,Male,40,Mexico,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Male,20,United-States,0 +50,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,0 +29,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,55,Scotland,0 +31,Self-emp-not-inc,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +40,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,1 +31,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,60,United-States,0 +53,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +56,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Female,30,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +78,Private,HS-grad,Widowed,Sales,Unmarried,White,Female,12,United-States,0 +27,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,25,United-States,0 +24,State-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Sales,Own-child,White,Male,15,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Own-child,White,Male,35,United-States,0 +34,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,50,United-States,1 +30,Self-emp-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +37,Federal-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +67,Without-pay,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,12,Philippines,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +75,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,0 +23,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +51,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,8,United-States,0 +42,Local-gov,HS-grad,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,32,United-States,1 +54,Private,HS-grad,Separated,Sales,Unmarried,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,1 +35,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +45,Local-gov,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +61,Self-emp-not-inc,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +41,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +22,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +66,,Bachelors,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +25,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Other-relative,Black,Female,35,United-States,0 +67,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,16,United-States,0 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +29,Local-gov,Some-college,Never-married,Adm-clerical,Not-in-family,Other,Male,40,Ecuador,0 +48,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Female,38,United-States,1 +25,Private,HS-grad,Never-married,Adm-clerical,Other-relative,Black,Female,40,United-States,0 +31,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,99,United-States,1 +48,Private,Bachelors,Married-spouse-absent,Sales,Unmarried,White,Female,70,United-States,1 +40,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,20,United-States,0 +26,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Other-service,Own-child,White,Female,35,United-States,0 +52,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +39,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Wife,White,Female,50,United-States,0 +48,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,16,Trinadad&Tobago,0 +19,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +27,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +59,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +19,Private,Some-college,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +39,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,45,United-States,0 +23,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,45,United-States,0 +59,,Assoc-voc,Divorced,,Not-in-family,White,Male,48,United-States,0 +25,Local-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Male,20,India,0 +37,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,68,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +24,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,37,United-States,0 +53,Local-gov,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,38,Dominican-Republic,0 +26,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,Black,Male,40,,0 +25,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +59,Private,11th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +39,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,El-Salvador,0 +25,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,50,United-States,0 +20,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,40,United-States,0 +63,,Some-college,Widowed,,Not-in-family,Black,Female,24,United-States,0 +43,Self-emp-not-inc,10th,Divorced,Farming-fishing,Unmarried,White,Male,25,United-States,0 +39,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +17,Private,10th,Never-married,Sales,Own-child,White,Female,5,United-States,0 +40,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,72,United-States,0 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +23,Self-emp-inc,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +30,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +58,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +22,Private,Some-college,Never-married,Sales,Other-relative,White,Male,20,United-States,0 +41,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +48,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Divorced,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +33,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +49,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +38,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +58,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +58,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +32,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +33,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +28,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Female,11,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +59,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +45,Self-emp-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,,1 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,0 +56,Self-emp-inc,12th,Widowed,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +36,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +18,,10th,Never-married,,Own-child,White,Male,30,United-States,0 +28,Private,Some-college,Married-civ-spouse,Sales,Husband,Amer-Indian-Eskimo,Male,60,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +41,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,91,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,1 +52,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +26,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,55,United-States,1 +31,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +47,Private,5th-6th,Separated,Sales,Unmarried,White,Female,40,Mexico,0 +35,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +19,Private,9th,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +59,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Wife,White,Female,80,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +35,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +64,Private,Some-college,Separated,Other-service,Not-in-family,White,Male,40,United-States,0 +17,Local-gov,10th,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +49,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,32,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +36,Self-emp-not-inc,HS-grad,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +27,Private,5th-6th,Never-married,Priv-house-serv,Other-relative,White,Female,40,El-Salvador,0 +66,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +38,Private,7th-8th,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Exec-managerial,Other-relative,White,Female,25,United-States,0 +19,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +30,Private,Assoc-acdm,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +22,Private,Assoc-voc,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,40,South,0 +60,Private,Some-college,Divorced,Craft-repair,Own-child,White,Male,44,United-States,1 +54,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,18,United-States,1 +46,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,37,United-States,0 +33,State-gov,Some-college,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +51,Local-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +43,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +18,,HS-grad,Never-married,,Own-child,White,Female,30,United-States,0 +60,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +23,Private,Bachelors,Never-married,Tech-support,Own-child,White,Female,40,United-States,0 +39,Private,Assoc-acdm,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +40,Local-gov,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +24,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +32,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +39,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +27,Private,Masters,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +45,State-gov,Masters,Never-married,Adm-clerical,Not-in-family,Black,Male,38,United-States,0 +22,,HS-grad,Divorced,,Other-relative,Black,Female,40,United-States,0 +31,Private,Bachelors,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,40,Vietnam,0 +63,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +28,State-gov,Some-college,Separated,Adm-clerical,Unmarried,White,Female,50,United-States,0 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,1 +33,Private,12th,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,46,United-States,1 +29,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +60,Private,1st-4th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,1 +46,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,50,,0 +67,,Masters,Widowed,,Not-in-family,White,Female,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,15,France,0 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Male,55,United-States,0 +38,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +60,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +20,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Not-in-family,White,Female,35,United-States,0 +37,Private,Some-college,Widowed,Machine-op-inspct,Unmarried,Black,Female,48,United-States,0 +37,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,Bachelors,Never-married,Craft-repair,Own-child,White,Male,30,Canada,0 +27,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,60,United-States,0 +33,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,55,United-States,0 +43,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Federal-gov,Some-college,Never-married,Tech-support,Own-child,Black,Male,20,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Other,Male,40,Mexico,0 +44,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +52,,7th-8th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Divorced,Prof-specialty,Not-in-family,White,Male,46,United-States,1 +31,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,20,United-States,0 +18,Federal-gov,11th,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,15,Philippines,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +32,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +48,Private,10th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +27,Self-emp-not-inc,HS-grad,Never-married,Sales,Not-in-family,Black,Male,40,United-States,0 +18,Federal-gov,Some-college,Never-married,Sales,Own-child,White,Female,32,United-States,0 +69,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,12,United-States,1 +50,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Greece,0 +32,Private,Bachelors,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +43,Private,HS-grad,Separated,Exec-managerial,Not-in-family,White,Female,48,United-States,0 +52,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +35,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +20,,HS-grad,Never-married,,Own-child,White,Female,5,United-States,0 +73,,HS-grad,Widowed,,Not-in-family,White,Female,65,United-States,0 +46,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,45,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +46,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +40,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +25,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +22,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +33,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +49,Federal-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,Private,10th,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +56,Local-gov,Some-college,Divorced,Protective-serv,Not-in-family,Black,Male,48,United-States,0 +24,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Female,40,Mexico,0 +42,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +41,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,66,Ecuador,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +42,Private,HS-grad,Married-spouse-absent,Handlers-cleaners,Other-relative,Asian-Pac-Islander,Male,40,,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,Mexico,0 +32,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +66,Private,5th-6th,Divorced,Priv-house-serv,Not-in-family,Black,Female,15,United-States,0 +26,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,38,United-States,0 +46,Private,Some-college,Divorced,Transport-moving,Own-child,White,Male,55,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +54,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,15,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +56,Private,9th,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,60,Japan,0 +29,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +50,,Bachelors,Married-civ-spouse,,Husband,Black,Male,60,United-States,1 +42,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +21,Private,Some-college,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +36,Self-emp-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Female,70,United-States,0 +60,Private,5th-6th,Married-civ-spouse,Sales,Husband,White,Male,40,,1 +69,Private,Assoc-voc,Widowed,Sales,Not-in-family,White,Female,25,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +48,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,55,United-States,0 +23,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +24,Private,Assoc-acdm,Separated,Craft-repair,Unmarried,Asian-Pac-Islander,Male,40,United-States,1 +47,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +36,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +39,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +22,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Female,46,United-States,0 +27,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +54,Private,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +33,Federal-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +52,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +23,Private,Bachelors,Never-married,Sales,Own-child,White,Male,32,United-States,0 +33,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Mexico,0 +30,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +35,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,Black,Male,38,Jamaica,0 +35,,Assoc-voc,Married-civ-spouse,,Wife,White,Female,20,United-States,1 +27,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,37,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +44,Local-gov,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +62,Private,Assoc-voc,Separated,Priv-house-serv,Not-in-family,Black,Female,20,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +75,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +64,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +54,Private,HS-grad,Divorced,Tech-support,Not-in-family,White,Male,42,United-States,1 +41,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +33,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +51,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +45,Self-emp-inc,Prof-school,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +18,,11th,Never-married,,Own-child,White,Male,72,United-States,0 +43,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Yugoslavia,0 +30,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +32,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,1 +61,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +21,Private,1st-4th,Married-civ-spouse,Other-service,Other-relative,White,Male,40,England,0 +56,Private,11th,Divorced,Craft-repair,Not-in-family,White,Male,49,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,60,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Female,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,84,United-States,0 +27,,Some-college,Married-civ-spouse,,Husband,White,Male,20,Mexico,0 +33,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,70,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +43,Local-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +32,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +18,Private,9th,Never-married,Farming-fishing,Own-child,White,Male,20,United-States,0 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +67,,HS-grad,Widowed,,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Divorced,Machine-op-inspct,Own-child,White,Female,40,United-States,0 +19,Private,1st-4th,Never-married,Handlers-cleaners,Not-in-family,White,Male,55,Mexico,0 +39,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +29,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +44,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +42,Local-gov,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +52,Local-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +18,,11th,Never-married,,Own-child,White,Male,25,United-States,0 +64,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,25,France,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +43,Local-gov,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,42,Germany,0 +49,Self-emp-not-inc,Some-college,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +37,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +49,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +19,Private,11th,Separated,Other-service,Own-child,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,4,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +38,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +24,,HS-grad,Separated,,Unmarried,Black,Female,37,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +32,Private,Assoc-voc,Widowed,Tech-support,Unmarried,Black,Female,40,United-States,0 +27,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,Jamaica,0 +30,Self-emp-not-inc,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Male,38,United-States,0 +74,Private,Masters,Divorced,Sales,Not-in-family,White,Female,10,United-States,0 +36,Private,HS-grad,Never-married,Craft-repair,Not-in-family,Asian-Pac-Islander,Male,70,South,0 +36,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,55,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +39,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +25,Self-emp-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,80,United-States,0 +21,Private,HS-grad,Separated,Farming-fishing,Own-child,White,Male,40,United-States,0 +39,State-gov,Assoc-voc,Never-married,Exec-managerial,Unmarried,White,Female,50,United-States,0 +38,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,32,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,Asian-Pac-Islander,Female,25,United-States,0 +51,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +50,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Germany,0 +34,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +19,State-gov,Some-college,Never-married,Other-service,Own-child,White,Male,10,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Female,3,United-States,0 +36,Private,10th,Divorced,Sales,Own-child,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +29,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,45,United-States,0 +23,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,32,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +19,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,15,United-States,0 +70,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Divorced,Transport-moving,Not-in-family,Black,Male,55,United-States,0 +35,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +25,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +39,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +50,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Black,Male,37,,1 +43,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +37,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Philippines,1 +51,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,El-Salvador,1 +29,,10th,Separated,,Unmarried,White,Female,12,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,Black,Female,40,United-States,0 +44,Private,Assoc-acdm,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +17,Private,9th,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +25,Private,11th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +43,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +46,Federal-gov,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +42,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +46,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,Amer-Indian-Eskimo,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +53,Private,Masters,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +43,Private,Some-college,Divorced,Craft-repair,Unmarried,White,Male,42,United-States,0 +22,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,50,United-States,0 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,1 +28,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +25,Private,Some-college,Never-married,Tech-support,Unmarried,White,Female,24,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,China,1 +50,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +48,Self-emp-not-inc,Some-college,Divorced,Sales,Unmarried,White,Male,65,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Married-spouse-absent,Other-service,Unmarried,Black,Female,38,United-States,0 +34,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +42,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,United-States,1 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,65,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,10th,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +64,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,55,United-States,1 +44,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Wife,White,Female,25,United-States,0 +42,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +20,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,38,United-States,0 +44,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +27,Self-emp-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +18,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,50,United-States,0 +45,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,0 +27,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,Black,Male,40,United-States,0 +64,Private,5th-6th,Widowed,Other-service,Not-in-family,Black,Female,16,United-States,0 +66,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +34,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,35,United-States,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +42,Self-emp-not-inc,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +26,Private,10th,Never-married,Adm-clerical,Not-in-family,Black,Male,20,United-States,0 +27,Private,Assoc-voc,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Other-relative,White,Female,40,United-States,0 +23,,Some-college,Never-married,,Own-child,White,Male,30,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +46,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +35,,HS-grad,Married-civ-spouse,,Wife,Black,Female,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +28,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,24,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +36,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +29,Private,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,60,United-States,1 +38,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +81,Self-emp-not-inc,1st-4th,Widowed,Sales,Other-relative,White,Male,45,Mexico,0 +41,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +29,Private,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +30,Self-emp-not-inc,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +42,Federal-gov,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +30,Private,HS-grad,Divorced,Transport-moving,Own-child,Black,Male,40,United-States,0 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +26,Private,11th,Never-married,Machine-op-inspct,Unmarried,White,Male,48,United-States,0 +30,Private,Some-college,Never-married,Protective-serv,Own-child,White,Male,48,United-States,0 +61,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +41,Self-emp-inc,Prof-school,Married-civ-spouse,Exec-managerial,Wife,White,Female,55,United-States,1 +43,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +60,Private,7th-8th,Separated,Priv-house-serv,Unmarried,Black,Female,15,United-States,0 +47,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Divorced,Adm-clerical,Not-in-family,Black,Male,40,United-States,0 +32,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +25,,Masters,Never-married,,Not-in-family,White,Female,35,Canada,0 +31,Private,Bachelors,Never-married,Prof-specialty,Unmarried,White,Male,40,United-States,0 +33,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +27,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +44,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,1 +44,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +37,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +51,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +51,Private,Masters,Divorced,Protective-serv,Unmarried,White,Male,40,United-States,0 +25,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +25,Private,Bachelors,Never-married,Other-service,Not-in-family,Black,Female,24,Jamaica,0 +29,Federal-gov,Bachelors,Married-AF-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +36,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,70,United-States,1 +55,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +39,Private,Bachelors,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +31,Private,10th,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +31,Private,Prof-school,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,40,India,0 +51,Self-emp-inc,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +30,Private,Assoc-voc,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Male,40,Vietnam,0 +62,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,32,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +30,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,52,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +35,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +46,Private,Assoc-acdm,Never-married,Prof-specialty,Unmarried,White,Female,36,United-States,0 +45,Self-emp-inc,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,Private,11th,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +37,State-gov,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,30,United-States,0 +42,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,Puerto-Rico,0 +45,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +33,State-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +46,Private,Assoc-voc,Married-spouse-absent,Machine-op-inspct,Unmarried,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,50,United-States,0 +56,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,12,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Private,11th,Married-civ-spouse,Other-service,Wife,White,Female,36,United-States,0 +55,Private,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +41,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +66,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,24,United-States,0 +29,Federal-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +63,,Prof-school,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +61,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +64,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Male,50,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,35,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +58,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,Mexico,0 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +24,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,48,United-States,0 +34,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,6,United-States,0 +33,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Sales,Other-relative,White,Male,40,United-States,1 +20,Self-emp-inc,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +52,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +30,Private,7th-8th,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +20,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +64,Local-gov,5th-6th,Divorced,Other-service,Not-in-family,White,Female,45,,0 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +38,Private,Bachelors,Divorced,Other-service,Not-in-family,Black,Female,60,,0 +46,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,80,United-States,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +45,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +27,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +45,Self-emp-inc,Assoc-voc,Divorced,Sales,Unmarried,White,Female,30,United-States,0 +26,Self-emp-inc,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,78,United-States,1 +23,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +44,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Male,45,United-States,0 +36,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +35,Private,9th,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +24,,HS-grad,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +56,Private,Bachelors,Married-spouse-absent,Prof-specialty,Unmarried,White,Female,40,United-States,0 +47,Private,Masters,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,1 +29,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,10,United-States,0 +55,,Assoc-acdm,Married-spouse-absent,,Not-in-family,White,Female,5,United-States,0 +35,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,68,United-States,0 +36,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,75,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,45,United-States,0 +34,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,50,United-States,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +31,Self-emp-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +38,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,Mexico,1 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,32,United-States,0 +67,,Bachelors,Divorced,,Not-in-family,White,Female,60,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +19,Local-gov,Some-college,Never-married,Sales,Own-child,White,Female,16,United-States,0 +26,Private,Assoc-acdm,Never-married,Other-service,Own-child,Black,Female,15,United-States,0 +28,Private,Some-college,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Local-gov,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,Italy,1 +33,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Priv-house-serv,Own-child,White,Female,40,Guatemala,0 +18,Private,Some-college,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,16,United-States,0 +60,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +44,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,56,United-States,1 +81,,Prof-school,Married-civ-spouse,,Husband,White,Male,24,United-States,1 +43,State-gov,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +35,Private,12th,Never-married,Farming-fishing,Not-in-family,White,Male,20,United-States,0 +58,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,72,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,0 +40,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,25,Mexico,0 +33,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +25,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +42,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +62,,10th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Never-married,Sales,Not-in-family,Black,Male,40,,0 +33,State-gov,Bachelors,Never-married,Prof-specialty,Other-relative,Black,Female,40,United-States,0 +50,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +50,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +46,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +22,Private,Assoc-acdm,Never-married,Other-service,Unmarried,White,Female,35,United-States,0 +66,State-gov,Prof-school,Married-civ-spouse,Exec-managerial,Husband,Black,Male,55,United-States,1 +52,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,45,United-States,0 +57,Self-emp-not-inc,1st-4th,Widowed,Craft-repair,Other-relative,White,Female,45,Columbia,0 +41,Self-emp-not-inc,Assoc-voc,Divorced,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,42,United-States,0 +19,Private,12th,Never-married,Other-service,Other-relative,White,Female,30,United-States,0 +45,Local-gov,Bachelors,Divorced,Exec-managerial,Unmarried,Black,Female,60,United-States,0 +51,Self-emp-not-inc,12th,Married-civ-spouse,Other-service,Husband,White,Male,99,United-States,0 +69,,Assoc-acdm,Divorced,,Unmarried,White,Female,1,United-States,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +48,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +60,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +19,State-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,70,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +58,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +36,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +21,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,35,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +52,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +33,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,Mexico,0 +38,Private,Masters,Never-married,Exec-managerial,Unmarried,Black,Female,35,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +24,State-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Husband,White,Male,30,United-States,0 +59,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +54,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,96,United-States,0 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +26,Private,Assoc-acdm,Married-spouse-absent,Craft-repair,Other-relative,Asian-Pac-Islander,Female,40,,0 +50,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +42,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,45,United-States,0 +48,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +31,Private,Bachelors,Widowed,Other-service,Not-in-family,White,Female,30,United-States,0 +56,Private,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +28,Local-gov,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +28,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Female,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,,1 +44,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +34,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +26,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +37,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +64,,Some-college,Married-civ-spouse,,Husband,White,Male,15,United-States,0 +25,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Other-service,Other-relative,White,Female,20,United-States,0 +44,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +46,Local-gov,Some-college,Divorced,Transport-moving,Not-in-family,White,Female,40,United-States,0 +32,,Bachelors,Divorced,,Not-in-family,White,Male,50,United-States,0 +42,Federal-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +33,Self-emp-not-inc,Bachelors,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +61,Private,HS-grad,Divorced,Other-service,Not-in-family,Black,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,45,United-States,1 +62,Private,10th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +62,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +39,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,42,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +58,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +35,Self-emp-inc,Bachelors,Separated,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +34,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,0 +55,,7th-8th,Divorced,,Unmarried,White,Female,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,Self-emp-inc,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +52,,HS-grad,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +48,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,30,United-States,0 +47,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,32,United-States,1 +40,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +56,Self-emp-not-inc,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +50,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +55,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +32,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,43,United-States,1 +28,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,52,United-States,0 +53,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +26,,Assoc-voc,Married-civ-spouse,,Wife,White,Female,40,United-States,0 +60,Local-gov,Bachelors,Separated,Prof-specialty,Unmarried,White,Female,55,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +73,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +43,Self-emp-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +35,,9th,Married-civ-spouse,,Wife,White,Female,35,United-States,0 +36,Private,HS-grad,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,1 +25,Private,HS-grad,Never-married,Sales,Other-relative,White,Female,50,United-States,0 +38,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,0 +30,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +64,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,0 +41,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,47,United-States,1 +51,Private,5th-6th,Separated,Machine-op-inspct,Unmarried,White,Female,40,Mexico,0 +35,Private,Some-college,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +61,Local-gov,1st-4th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +52,Private,7th-8th,Divorced,Priv-house-serv,Own-child,Black,Female,16,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +52,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +49,Private,Bachelors,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,1 +36,State-gov,Bachelors,Never-married,Prof-specialty,Unmarried,Black,Female,40,United-States,0 +33,Private,Masters,Never-married,Exec-managerial,Unmarried,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,50,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +22,Private,Some-college,Never-married,Craft-repair,Own-child,White,Female,35,United-States,0 +47,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,2,United-States,1 +24,Private,HS-grad,Never-married,Sales,Not-in-family,White,Male,30,United-States,0 +19,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,30,United-States,0 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +40,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,50,United-States,1 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +43,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Other,Male,35,United-States,1 +63,Local-gov,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Cuba,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +19,Private,1st-4th,Never-married,Machine-op-inspct,Other-relative,White,Male,40,Mexico,0 +49,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +27,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +49,Local-gov,Masters,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +71,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,46,United-States,1 +30,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +46,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,17,United-States,0 +32,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,75,United-States,0 +25,Private,Masters,Never-married,Prof-specialty,Unmarried,White,Male,45,,0 +22,Private,Some-college,Married-AF-spouse,Other-service,Wife,White,Female,40,United-States,1 +32,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +51,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +34,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,48,United-States,0 +40,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +34,State-gov,Assoc-voc,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +53,Private,10th,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +42,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +64,,Prof-school,Married-civ-spouse,,Husband,White,Male,16,United-States,0 +30,State-gov,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +20,Private,11th,Married-civ-spouse,Farming-fishing,Own-child,White,Male,40,Mexico,0 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +20,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,60,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,15,United-States,1 +38,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,38,United-States,0 +50,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,30,United-States,0 +23,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,10,United-States,0 +30,Local-gov,Some-college,Never-married,Adm-clerical,Own-child,White,Female,10,United-States,0 +33,Private,Bachelors,Separated,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +48,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +43,Private,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,24,Outlying-US(Guam-USVI-etc),0 +33,Private,Some-college,Never-married,Tech-support,Not-in-family,Black,Male,40,Philippines,0 +50,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,Black,Male,45,United-States,1 +23,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +36,Local-gov,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +50,State-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,46,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,20,United-States,0 +55,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +38,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,30,Mexico,0 +47,Self-emp-not-inc,Doctorate,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,40,United-States,0 +28,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +62,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +31,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +29,Private,11th,Married-civ-spouse,Handlers-cleaners,Wife,Asian-Pac-Islander,Female,14,Philippines,0 +23,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,30,United-States,0 +40,State-gov,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +66,Self-emp-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +17,Private,11th,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +69,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,3,United-States,0 +23,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Federal-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +37,Federal-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +38,Private,9th,Married-civ-spouse,Farming-fishing,Husband,White,Male,54,Mexico,0 +37,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +37,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +23,Private,9th,Never-married,Farming-fishing,Unmarried,White,Male,70,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,23,United-States,0 +55,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +35,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +68,,Some-college,Married-civ-spouse,,Wife,White,Female,12,United-States,1 +35,Self-emp-not-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +53,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +36,Private,Masters,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +24,Private,HS-grad,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,0 +34,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +56,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +22,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,50,United-States,0 +19,,9th,Never-married,,Other-relative,White,Male,35,El-Salvador,0 +33,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,36,United-States,0 +48,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,32,Columbia,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +64,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +47,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Dominican-Republic,0 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +44,Federal-gov,Bachelors,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,77,United-States,0 +45,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Wife,White,Female,40,United-States,1 +45,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,37,United-States,1 +27,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,72,United-States,1 +20,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,55,United-States,0 +54,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,,1 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,State-gov,Masters,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +49,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +44,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +49,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,0 +28,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,52,United-States,0 +43,Local-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,99,United-States,1 +33,Private,Assoc-acdm,Divorced,Machine-op-inspct,Unmarried,Amer-Indian-Eskimo,Female,40,United-States,0 +35,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,Black,Female,55,United-States,0 +17,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Female,40,United-States,0 +30,Private,Masters,Never-married,Tech-support,Unmarried,White,Male,45,Nicaragua,0 +48,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,56,Philippines,1 +61,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,0 +41,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,50,United-States,0 +24,Local-gov,Some-college,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Adm-clerical,Own-child,Black,Male,40,United-States,0 +18,Private,11th,Never-married,Prof-specialty,Own-child,White,Female,2,United-States,0 +20,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Female,15,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +23,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +38,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,Black,Female,40,Trinadad&Tobago,0 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Self-emp-not-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,,0 +51,Private,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,84,United-States,1 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,0 +47,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,1 +26,Private,11th,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +31,State-gov,Some-college,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,1 +46,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,35,Trinadad&Tobago,0 +49,Private,Some-college,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +45,Self-emp-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +70,Self-emp-not-inc,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,20,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +46,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +20,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,35,United-States,0 +17,Private,11th,Never-married,Other-service,Other-relative,White,Female,22,United-States,0 +43,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,49,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Private,HS-grad,Widowed,Prof-specialty,Unmarried,White,Female,40,United-States,0 +40,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +24,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,60,Canada,0 +31,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +59,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,99,United-States,1 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Private,Assoc-acdm,Never-married,Adm-clerical,Own-child,White,Male,32,United-States,0 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,50,United-States,0 +22,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,20,United-States,0 +21,State-gov,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +67,,Some-college,Married-civ-spouse,,Husband,White,Male,6,United-States,0 +35,Self-emp-inc,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,1 +54,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,56,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +32,Federal-gov,HS-grad,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +55,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,40,United-States,0 +56,Federal-gov,Masters,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,Black,Male,25,United-States,0 +36,Private,HS-grad,Never-married,Other-service,Not-in-family,Black,Female,40,United-States,0 +58,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,1 +35,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,Private,10th,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +40,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +71,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,35,United-States,0 +51,Federal-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,57,United-States,1 +27,,HS-grad,Never-married,,Own-child,Black,Male,40,United-States,0 +20,Private,12th,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +33,,11th,Never-married,,Not-in-family,White,Female,40,United-States,0 +34,Private,Assoc-voc,Divorced,Tech-support,Unmarried,Black,Female,40,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,24,Greece,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,El-Salvador,0 +42,Private,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,39,United-States,1 +31,Local-gov,Bachelors,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,1 +19,,HS-grad,Never-married,,Own-child,Black,Male,10,United-States,0 +38,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,Black,Male,40,Jamaica,0 +22,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +36,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,Black,Female,54,United-States,0 +36,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,18,United-States,0 +30,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +35,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +32,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +54,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,1 +58,Private,10th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +62,Local-gov,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +51,Private,HS-grad,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,0 +52,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +25,Private,HS-grad,Never-married,Sales,Own-child,White,Female,30,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +26,Private,10th,Married-civ-spouse,Craft-repair,Own-child,Black,Male,40,United-States,0 +59,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,Black,Female,40,Outlying-US(Guam-USVI-etc),0 +21,Private,HS-grad,Never-married,Farming-fishing,Other-relative,White,Male,50,United-States,0 +45,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,18,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,0 +68,Self-emp-not-inc,10th,Widowed,Farming-fishing,Unmarried,White,Male,20,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +65,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,18,United-States,0 +41,Private,Masters,Divorced,Exec-managerial,Unmarried,White,Female,45,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +40,Private,Assoc-voc,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +57,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +37,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +34,Private,10th,Divorced,Machine-op-inspct,Not-in-family,Black,Male,60,United-States,0 +21,,11th,Married-civ-spouse,,Wife,White,Female,56,United-States,0 +57,Federal-gov,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,48,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +51,Private,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,60,,0 +56,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +18,Private,Some-college,Never-married,Sales,Own-child,White,Male,15,United-States,0 +48,Private,Assoc-voc,Married-spouse-absent,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +41,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,India,1 +33,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,20,United-States,0 +33,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +47,Private,5th-6th,Married-spouse-absent,Machine-op-inspct,Other-relative,White,Male,40,Mexico,0 +46,Self-emp-inc,HS-grad,Married-civ-spouse,Exec-managerial,Wife,Amer-Indian-Eskimo,Female,40,United-States,1 +40,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Mexico,0 +31,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +51,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,57,United-States,0 +37,Private,HS-grad,Separated,Tech-support,Unmarried,White,Female,40,United-States,0 +25,Private,11th,Never-married,Machine-op-inspct,Own-child,Black,Female,40,United-States,0 +63,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +52,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,45,United-States,0 +42,Local-gov,Some-college,Divorced,Tech-support,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +30,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +37,Federal-gov,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +35,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,35,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +38,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +43,Self-emp-not-inc,HS-grad,Never-married,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +22,Private,Some-college,Never-married,Craft-repair,Other-relative,Asian-Pac-Islander,Female,40,Vietnam,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +43,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,20,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +62,Federal-gov,Some-college,Widowed,Protective-serv,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +65,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +41,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +31,Private,9th,Never-married,Other-service,Unmarried,White,Female,20,United-States,0 +56,Private,9th,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +36,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,0 +48,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,India,1 +30,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,30,United-States,0 +35,Private,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +32,,HS-grad,Married-civ-spouse,,Husband,White,Male,5,United-States,0 +56,Private,Masters,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,0 +29,,HS-grad,Never-married,,Not-in-family,White,Male,35,United-States,0 +41,Private,Assoc-acdm,Divorced,Sales,Unmarried,White,Male,40,United-States,0 +38,State-gov,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +34,Private,9th,Separated,Machine-op-inspct,Unmarried,White,Female,35,Dominican-Republic,0 +54,State-gov,12th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +36,,Assoc-voc,Divorced,,Own-child,White,Male,50,United-States,0 +42,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +21,Private,HS-grad,Never-married,Prof-specialty,Own-child,White,Female,30,United-States,0 +69,Local-gov,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,10,United-States,0 +32,Private,Assoc-acdm,Never-married,Sales,Not-in-family,Black,Female,46,Trinadad&Tobago,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,12th,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +45,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,35,United-States,0 +24,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,60,United-States,1 +21,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Female,5,United-States,0 +43,Self-emp-not-inc,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Male,25,United-States,0 +22,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Self-emp-not-inc,Some-college,Never-married,Tech-support,Not-in-family,White,Male,25,United-States,0 +37,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +34,Private,Some-college,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +74,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,12,United-States,1 +43,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,Black,Female,38,United-States,0 +25,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +43,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +23,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +51,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,35,United-States,1 +64,Private,Bachelors,Never-married,Sales,Unmarried,White,Female,40,Peru,0 +35,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +69,Self-emp-not-inc,10th,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,45,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,United-States,0 +66,Self-emp-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +31,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,Italy,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Female,24,United-States,0 +32,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +23,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,2,Taiwan,0 +62,Local-gov,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +27,Private,11th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +38,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,90,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,5,United-States,0 +30,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,0 +17,,10th,Never-married,,Own-child,White,Male,20,United-States,0 +17,,11th,Never-married,,Own-child,Black,Male,8,United-States,0 +21,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +59,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Female,60,United-States,1 +37,Self-emp-not-inc,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +52,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +50,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +55,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +45,,HS-grad,Divorced,,Not-in-family,White,Female,40,United-States,0 +72,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +39,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +28,Private,12th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Divorced,Tech-support,Other-relative,White,Male,40,United-States,0 +44,Private,Some-college,Separated,Craft-repair,Not-in-family,White,Male,55,United-States,0 +51,Self-emp-not-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,36,United-States,0 +25,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Female,45,United-States,0 +52,Private,Some-college,Divorced,Sales,Other-relative,White,Female,20,United-States,1 +45,Private,HS-grad,Widowed,Craft-repair,Not-in-family,White,Female,40,United-States,0 +17,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,Asian-Pac-Islander,Female,15,,0 +64,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +74,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,4,United-States,0 +58,Federal-gov,11th,Divorced,Craft-repair,Not-in-family,Black,Female,40,United-States,1 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +23,State-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +27,Private,Assoc-voc,Never-married,Tech-support,Other-relative,White,Female,36,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,24,United-States,0 +33,Private,11th,Never-married,Sales,Unmarried,Black,Female,17,United-States,0 +50,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +47,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +50,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Female,15,United-States,0 +49,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,1 +34,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,50,United-States,0 +51,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +56,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +64,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,8,United-States,0 +23,Private,Some-college,Never-married,Farming-fishing,Not-in-family,White,Female,50,United-States,0 +33,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +43,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +60,Federal-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +57,State-gov,12th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +23,Private,Bachelors,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +39,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,Black,Male,52,United-States,1 +32,Self-emp-not-inc,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,15,United-States,0 +30,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,52,United-States,0 +56,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,40,United-States,0 +59,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +19,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,11,United-States,0 +60,,9th,Widowed,,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,42,United-States,0 +24,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +41,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +23,Private,7th-8th,Married-civ-spouse,Handlers-cleaners,Other-relative,Other,Female,30,El-Salvador,0 +32,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +51,Self-emp-inc,HS-grad,Never-married,Sales,Other-relative,White,Male,40,,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Male,10,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Female,40,,0 +33,,Some-college,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +38,Private,HS-grad,Separated,Transport-moving,Unmarried,Black,Female,30,United-States,0 +29,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,England,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +31,Private,Prof-school,Never-married,Tech-support,Not-in-family,White,Male,55,United-States,0 +34,Private,Bachelors,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +66,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Guatemala,0 +62,Private,7th-8th,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +40,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,40,Canada,0 +24,Private,Bachelors,Never-married,Exec-managerial,Own-child,Asian-Pac-Islander,Female,40,Philippines,0 +47,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,Black,Male,25,United-States,0 +32,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +51,State-gov,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +25,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +60,,Masters,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,50,United-States,1 +20,Private,HS-grad,Married-civ-spouse,Sales,Own-child,White,Male,40,United-States,0 +42,Private,7th-8th,Divorced,Craft-repair,Unmarried,White,Male,40,Puerto-Rico,0 +18,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,20,United-States,0 +23,Private,10th,Married-civ-spouse,Machine-op-inspct,Own-child,Asian-Pac-Islander,Female,40,Vietnam,0 +28,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,,1 +55,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +40,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +52,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,50,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,22,United-States,0 +35,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,60,United-States,0 +45,Private,Some-college,Divorced,Machine-op-inspct,Unmarried,White,Male,48,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +42,Private,7th-8th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +26,,Some-college,Married-civ-spouse,,Wife,White,Female,20,United-States,0 +59,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +22,Private,Some-college,Never-married,Protective-serv,Own-child,Black,Female,20,United-States,0 +33,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +18,Self-emp-inc,11th,Never-married,Farming-fishing,Own-child,White,Male,70,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,60,United-States,1 +24,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,30,Ecuador,0 +21,State-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,43,United-States,0 +22,Private,11th,Never-married,Craft-repair,Own-child,White,Male,30,United-States,0 +61,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +56,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Laos,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +17,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,26,United-States,0 +29,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,,1 +28,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +62,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +39,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +30,Local-gov,HS-grad,Never-married,Protective-serv,Not-in-family,White,Male,40,United-States,0 +20,,11th,Never-married,,Unmarried,White,Male,40,El-Salvador,0 +18,Local-gov,11th,Never-married,Adm-clerical,Own-child,White,Male,12,United-States,0 +54,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +33,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,Hong,0 +50,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,78,United-States,0 +50,State-gov,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,Some-college,Married-civ-spouse,Exec-managerial,Own-child,White,Male,40,United-States,1 +23,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Hungary,0 +39,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,50,South,0 +29,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +46,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +18,Private,5th-6th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +68,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +62,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +43,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +21,State-gov,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +41,Local-gov,Assoc-voc,Divorced,Craft-repair,Unmarried,White,Female,45,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +21,Private,HS-grad,Never-married,Protective-serv,Own-child,Black,Male,40,United-States,0 +36,State-gov,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +37,Local-gov,Assoc-voc,Never-married,Protective-serv,Not-in-family,White,Female,40,United-States,0 +69,Private,12th,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +49,Federal-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,53,United-States,1 +21,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +18,Private,10th,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,18,,0 +46,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +23,Private,10th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +42,State-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +45,Private,Assoc-acdm,Widowed,Sales,Unmarried,White,Female,40,Cuba,0 +52,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +22,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,18,United-States,0 +20,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,43,United-States,0 +36,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Amer-Indian-Eskimo,Male,52,United-States,0 +38,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +47,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,45,United-States,0 +21,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +33,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +31,Local-gov,Assoc-acdm,Never-married,Protective-serv,Unmarried,White,Male,40,United-States,0 +61,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,0 +46,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,45,United-States,0 +55,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +19,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +28,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +28,Private,10th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,38,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,37,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +50,Self-emp-inc,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,70,Germany,0 +37,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +17,,11th,Never-married,,Own-child,White,Female,30,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,4,United-States,0 +31,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,1 +32,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,55,United-States,1 +28,Private,11th,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +34,Private,Assoc-voc,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +33,Private,10th,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +42,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +64,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +29,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,20,United-States,0 +41,,5th-6th,Married-civ-spouse,,Husband,White,Male,32,Mexico,0 +45,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +44,Private,Some-college,Separated,Tech-support,Not-in-family,White,Female,38,United-States,0 +34,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +40,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,45,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +51,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +57,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +56,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,32,United-States,1 +42,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +29,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +54,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +35,Federal-gov,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +47,Private,HS-grad,Separated,Exec-managerial,Unmarried,White,Female,37,United-States,0 +51,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,White,Female,43,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,40,Mexico,0 +58,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,1 +24,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,25,United-States,0 +46,State-gov,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +57,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,48,United-States,0 +22,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,White,Male,20,United-States,0 +28,Private,Bachelors,Never-married,Tech-support,Not-in-family,Black,Male,30,Jamaica,0 +17,,10th,Never-married,,Own-child,White,Male,25,United-States,0 +23,Private,HS-grad,Never-married,Sales,Own-child,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +66,State-gov,HS-grad,Widowed,Prof-specialty,Unmarried,Black,Female,35,United-States,0 +38,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,0 +39,Federal-gov,Some-college,Divorced,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +39,,12th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Divorced,Transport-moving,Own-child,White,Male,60,United-States,0 +22,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Craft-repair,Own-child,Black,Male,30,United-States,0 +32,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +29,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +43,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +32,State-gov,12th,Never-married,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,57,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,44,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,20,United-States,0 +33,Self-emp-not-inc,Bachelors,Never-married,Other-service,Not-in-family,White,Female,15,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +38,,Assoc-voc,Never-married,,Own-child,White,Male,15,United-States,0 +27,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,60,United-States,1 +35,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +29,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +46,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,Black,Male,30,United-States,0 +37,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,30,United-States,0 +38,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,25,United-States,0 +37,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,60,Cuba,1 +44,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +25,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +38,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,42,United-States,0 +34,Local-gov,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,10,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +20,Private,5th-6th,Never-married,Handlers-cleaners,Unmarried,White,Male,30,Guatemala,0 +47,State-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,38,United-States,1 +46,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +34,Private,Assoc-acdm,Divorced,Sales,Not-in-family,White,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +55,State-gov,Some-college,Divorced,Prof-specialty,Not-in-family,Black,Female,37,United-States,0 +36,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,35,United-States,0 +28,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +22,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +34,Private,Some-college,Never-married,Sales,Own-child,Black,Female,35,United-States,0 +33,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,Black,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,32,United-States,0 +43,Federal-gov,Masters,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,12,United-States,0 +55,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +39,Self-emp-not-inc,10th,Married-spouse-absent,Other-service,Not-in-family,White,Female,15,United-States,0 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Male,33,El-Salvador,0 +38,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +30,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +21,Private,11th,Never-married,Other-service,Own-child,White,Male,42,El-Salvador,0 +60,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,30,United-States,0 +43,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +23,Private,Some-college,Never-married,Other-service,Unmarried,White,Female,48,El-Salvador,0 +57,Local-gov,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,40,United-States,1 +25,Local-gov,HS-grad,Never-married,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +38,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,32,United-States,0 +22,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +23,Private,5th-6th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +61,Self-emp-not-inc,HS-grad,Never-married,Sales,Not-in-family,White,Female,44,United-States,0 +28,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,46,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,10,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +49,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +37,Private,12th,Divorced,Craft-repair,Own-child,White,Male,35,United-States,0 +23,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,Dominican-Republic,0 +38,Self-emp-not-inc,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +34,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,46,United-States,1 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Female,40,Peru,0 +27,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,Black,Male,40,United-States,1 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,84,United-States,1 +22,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,25,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Other,Female,35,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,65,United-States,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,Haiti,0 +37,Self-emp-not-inc,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +57,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +56,Private,7th-8th,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +41,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Male,80,United-States,0 +50,Self-emp-not-inc,HS-grad,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,60,South,0 +33,Private,9th,Never-married,Machine-op-inspct,Not-in-family,White,Male,50,United-States,0 +29,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,0 +28,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,0 +36,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +45,Private,Doctorate,Divorced,Prof-specialty,Unmarried,Black,Female,35,United-States,1 +30,Self-emp-not-inc,Assoc-acdm,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +35,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,0 +27,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,Yugoslavia,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +47,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +18,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +31,Local-gov,HS-grad,Divorced,Protective-serv,Not-in-family,White,Male,47,United-States,1 +43,Self-emp-not-inc,Masters,Divorced,Other-service,Unmarried,White,Female,30,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Other,Male,40,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +30,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,85,United-States,0 +36,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +20,State-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,0 +61,,1st-4th,Married-civ-spouse,,Husband,White,Male,20,Mexico,0 +27,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +59,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,60,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +20,Private,11th,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,35,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +40,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +20,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +75,,Some-college,Married-civ-spouse,,Husband,White,Male,13,United-States,0 +25,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +47,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +29,Self-emp-not-inc,Assoc-acdm,Widowed,Sales,Unmarried,White,Female,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +45,State-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,50,United-States,0 +46,Private,Assoc-acdm,Widowed,Adm-clerical,Unmarried,White,Female,40,United-States,0 +41,State-gov,Some-college,Divorced,Machine-op-inspct,Not-in-family,Black,Female,38,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Male,20,United-States,0 +39,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +37,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,,0 +20,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,Asian-Pac-Islander,Female,38,United-States,0 +52,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,Amer-Indian-Eskimo,Female,40,United-States,0 +22,Private,5th-6th,Married-civ-spouse,Craft-repair,Husband,White,Male,35,Mexico,0 +66,State-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +40,Local-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,1 +21,Private,HS-grad,Divorced,Sales,Unmarried,Amer-Indian-Eskimo,Female,38,United-States,0 +51,Local-gov,HS-grad,Divorced,Protective-serv,Unmarried,White,Male,52,United-States,0 +34,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +42,Local-gov,Masters,Never-married,Prof-specialty,Unmarried,White,Female,40,United-States,0 +41,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,30,United-States,0 +21,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Female,40,United-States,0 +64,Local-gov,7th-8th,Married-civ-spouse,Protective-serv,Husband,White,Male,10,United-States,0 +24,Federal-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,10,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +44,Self-emp-not-inc,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,60,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +33,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +35,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Private,10th,Married-spouse-absent,Craft-repair,Not-in-family,White,Female,40,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +51,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,99,United-States,1 +32,Private,11th,Never-married,Other-service,Unmarried,Black,Female,40,Jamaica,0 +37,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,25,United-States,0 +24,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +29,,Some-college,Divorced,,Unmarried,White,Female,40,United-States,0 +45,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +52,Federal-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +35,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +46,Self-emp-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +63,Private,HS-grad,Widowed,Exec-managerial,Unmarried,White,Male,50,United-States,1 +32,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,35,United-States,1 +24,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +72,,Some-college,Married-civ-spouse,,Husband,White,Male,32,Canada,0 +35,,Some-college,Never-married,,Unmarried,White,Male,10,United-States,0 +29,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +70,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,32,United-States,0 +65,,Bachelors,Married-civ-spouse,,Husband,White,Male,48,United-States,1 +36,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,30,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,30,United-States,1 +49,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +60,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,White,Male,35,Italy,0 +42,Private,10th,Never-married,Transport-moving,Not-in-family,Black,Male,40,United-States,0 +25,State-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,37,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +25,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,,0 +47,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +30,Private,Assoc-voc,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +21,,Assoc-acdm,Never-married,,Own-child,White,Female,40,United-States,0 +38,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +37,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +52,State-gov,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +29,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,42,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +45,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +30,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,42,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +23,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +24,Private,Some-college,Never-married,Other-service,Own-child,White,Female,40,,0 +43,Private,Masters,Widowed,Exec-managerial,Unmarried,White,Male,40,United-States,1 +42,Private,HS-grad,Divorced,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +72,Private,Some-college,Widowed,Adm-clerical,Not-in-family,White,Female,25,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +57,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +24,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +42,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +17,Private,9th,Never-married,Other-service,Own-child,Black,Male,40,United-States,0 +48,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +39,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +41,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +50,Private,7th-8th,Married-civ-spouse,Other-service,Wife,White,Female,35,,0 +57,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,45,United-States,0 +44,Local-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,36,United-States,1 +20,,HS-grad,Never-married,,Not-in-family,White,Female,28,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +44,Private,Assoc-acdm,Never-married,Prof-specialty,Unmarried,Black,Female,50,United-States,0 +42,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,44,United-States,0 +18,,Some-college,Never-married,,Own-child,White,Male,16,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,18,United-States,0 +51,Private,HS-grad,Widowed,Tech-support,Unmarried,Black,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +39,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,45,United-States,1 +25,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,0 +41,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +39,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +42,Self-emp-not-inc,11th,Separated,Other-service,Unmarried,White,Female,30,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +63,,10th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Divorced,Sales,Unmarried,White,Female,45,United-States,1 +27,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,68,United-States,0 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +20,Private,Some-college,Never-married,Farming-fishing,Own-child,White,Male,40,United-States,0 +49,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +70,,HS-grad,Married-civ-spouse,,Husband,White,Male,28,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,35,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +35,Private,9th,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +22,,Some-college,Never-married,,Not-in-family,White,Male,40,United-States,0 +43,Private,Bachelors,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +60,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +53,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,1 +47,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +37,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +27,,HS-grad,Married-civ-spouse,,Own-child,White,Female,15,United-States,0 +29,Private,HS-grad,Never-married,Transport-moving,Other-relative,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,12,United-States,0 +27,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +56,,Some-college,Divorced,,Not-in-family,White,Female,20,United-States,0 +40,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,70,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,0 +18,Private,Some-college,Never-married,Sales,Unmarried,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Private,Some-college,Never-married,Protective-serv,Unmarried,Black,Female,40,United-States,0 +38,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +52,Private,HS-grad,Widowed,Craft-repair,Not-in-family,White,Male,40,United-States,0 +23,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,35,Mexico,0 +48,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,30,United-States,1 +34,,HS-grad,Never-married,,Unmarried,Black,Female,35,United-States,0 +46,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-spouse-absent,Protective-serv,Not-in-family,White,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Female,3,United-States,0 +65,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +31,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +68,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,40,Hong,0 +42,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,Philippines,1 +39,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +31,Self-emp-not-inc,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +36,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +42,State-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +62,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,24,United-States,0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,Other,Female,20,Cuba,0 +60,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +30,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +64,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,28,United-States,1 +41,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +25,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,44,United-States,0 +58,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,99,United-States,0 +50,Local-gov,HS-grad,Widowed,Transport-moving,Unmarried,White,Female,40,United-States,0 +27,Private,HS-grad,Separated,Handlers-cleaners,Unmarried,White,Male,40,United-States,0 +31,,HS-grad,Never-married,,Own-child,Amer-Indian-Eskimo,Male,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +33,Private,12th,Never-married,Protective-serv,Own-child,Black,Male,40,United-States,0 +62,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Poland,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,35,United-States,0 +30,Private,11th,Married-civ-spouse,Other-service,Wife,Black,Female,30,United-States,0 +38,Private,Some-college,Divorced,Sales,Own-child,White,Female,25,United-States,0 +42,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,1 +49,Self-emp-inc,Some-college,Divorced,Sales,Not-in-family,White,Male,25,United-States,0 +53,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +45,Local-gov,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Mexico,1 +24,Private,Some-college,Never-married,Adm-clerical,Own-child,Black,Female,40,United-States,0 +29,Private,Assoc-voc,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +24,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +38,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,,1 +25,Self-emp-inc,Assoc-voc,Never-married,Transport-moving,Unmarried,White,Male,55,United-States,0 +51,State-gov,10th,Married-civ-spouse,Craft-repair,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,20,United-States,0 +19,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,8,United-States,0 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +60,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +29,Self-emp-not-inc,HS-grad,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +66,,Some-college,Widowed,,Unmarried,Black,Female,40,United-States,0 +28,Federal-gov,10th,Married-civ-spouse,Other-service,Wife,Amer-Indian-Eskimo,Female,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Ecuador,1 +57,,HS-grad,Married-civ-spouse,,Husband,Other,Male,5,Columbia,0 +24,Private,Assoc-acdm,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +43,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +29,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,1 +67,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,25,United-States,1 +20,Private,HS-grad,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Other-service,Own-child,Asian-Pac-Islander,Male,20,United-States,0 +20,Private,10th,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +42,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +20,Private,Some-college,Never-married,Other-service,Own-child,White,Female,10,United-States,0 +19,Local-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +40,Local-gov,Bachelors,Never-married,Prof-specialty,Unmarried,White,Female,45,United-States,0 +33,Private,Some-college,Separated,Other-service,Unmarried,Black,Female,25,United-States,0 +36,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Female,37,United-States,0 +43,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,70,United-States,1 +41,Local-gov,HS-grad,Separated,Other-service,Unmarried,Black,Female,40,United-States,0 +34,State-gov,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +33,Private,Assoc-acdm,Married-civ-spouse,Sales,Husband,Other,Male,40,Japan,1 +47,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Private,1st-4th,Married-civ-spouse,Sales,Husband,White,Male,50,Mexico,0 +40,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,1 +28,Private,Bachelors,Never-married,Craft-repair,Own-child,Black,Male,40,United-States,0 +62,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,90,United-States,1 +29,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +46,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,60,United-States,0 +57,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +28,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +54,Self-emp-not-inc,Bachelors,Divorced,Farming-fishing,Not-in-family,White,Male,50,United-States,1 +22,Private,11th,Separated,Craft-repair,Not-in-family,White,Male,40,United-States,0 +36,State-gov,Bachelors,Never-married,Protective-serv,Unmarried,Black,Female,40,United-States,0 +50,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +18,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,24,United-States,0 +52,State-gov,Assoc-acdm,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +41,Private,7th-8th,Married-civ-spouse,Other-service,Husband,White,Male,40,,0 +21,,HS-grad,Never-married,,Not-in-family,White,Female,20,United-States,0 +36,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +34,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,55,United-States,1 +21,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +46,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +57,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +61,Local-gov,Masters,Never-married,Prof-specialty,Unmarried,White,Female,25,United-States,0 +22,State-gov,Some-college,Never-married,Transport-moving,Own-child,White,Male,25,United-States,0 +33,,11th,Divorced,,Own-child,White,Male,53,United-States,0 +36,State-gov,Prof-school,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +43,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +25,Private,Assoc-acdm,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,37,India,1 +17,Private,10th,Never-married,Priv-house-serv,Other-relative,White,Male,30,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,1 +30,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,80,United-States,0 +40,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Male,35,United-States,0 +31,Local-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +53,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +37,Private,1st-4th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,Cuba,0 +37,State-gov,HS-grad,Married-spouse-absent,Other-service,Unmarried,White,Female,20,United-States,0 +54,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +36,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,30,United-States,0 +46,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +46,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +32,Private,9th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +17,Private,11th,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +42,State-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +37,Local-gov,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +54,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +46,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +57,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Portugal,0 +59,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,40,United-States,0 +55,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +46,Private,HS-grad,Separated,Other-service,Not-in-family,Black,Female,45,Jamaica,0 +44,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Amer-Indian-Eskimo,Male,38,United-States,1 +30,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,60,Germany,0 +24,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,24,United-States,0 +32,Private,10th,Married-spouse-absent,Other-service,Not-in-family,Black,Female,37,United-States,0 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +67,Private,Masters,Married-civ-spouse,Sales,Husband,White,Male,30,United-States,1 +56,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,1 +26,Private,Masters,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,20,India,0 +46,Private,Assoc-acdm,Widowed,Tech-support,Unmarried,White,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +38,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Divorced,Sales,Unmarried,Black,Male,50,United-States,0 +53,Private,HS-grad,Separated,Transport-moving,Not-in-family,White,Male,30,United-States,0 +27,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +39,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,1 +20,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,30,Nicaragua,0 +60,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +51,Private,Assoc-voc,Divorced,Tech-support,Unmarried,Black,Female,48,United-States,0 +57,Federal-gov,Prof-school,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +59,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Wife,White,Female,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,72,United-States,1 +17,Private,12th,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,40,United-States,0 +52,Private,12th,Separated,Machine-op-inspct,Other-relative,White,Female,40,Cuba,0 +18,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,9,United-States,0 +20,Private,Some-college,Never-married,Handlers-cleaners,Own-child,Black,Male,40,Germany,0 +34,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Female,20,United-States,0 +18,,12th,Never-married,,Own-child,White,Female,12,United-States,0 +17,Local-gov,9th,Never-married,Other-service,Own-child,White,Male,45,United-States,0 +30,Federal-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +29,Private,Bachelors,Never-married,Craft-repair,Not-in-family,White,Female,45,United-States,0 +30,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +18,Private,9th,Never-married,Other-service,Own-child,White,Male,15,,0 +50,State-gov,Bachelors,Divorced,Adm-clerical,Not-in-family,Black,Female,37,United-States,0 +22,Private,HS-grad,Never-married,Sales,Other-relative,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,35,United-States,0 +39,Self-emp-not-inc,9th,Married-civ-spouse,Farming-fishing,Other-relative,White,Male,40,Cuba,0 +20,Private,Some-college,Never-married,Other-service,Other-relative,White,Female,25,United-States,0 +62,Private,Assoc-acdm,Widowed,Other-service,Not-in-family,White,Female,7,United-States,0 +32,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +32,Private,Some-college,Separated,Tech-support,Unmarried,Black,Female,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +38,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +34,Private,11th,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +26,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,37,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +61,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +75,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +21,Private,Assoc-voc,Married-civ-spouse,Other-service,Other-relative,White,Female,50,Mexico,0 +50,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +49,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,,1 +26,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,65,United-States,0 +39,Private,7th-8th,Never-married,Other-service,Own-child,White,Male,40,Mexico,0 +24,Self-emp-not-inc,Some-college,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,United-States,0 +56,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,18,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,Black,Male,17,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +23,Private,Assoc-voc,Married-civ-spouse,Machine-op-inspct,Own-child,White,Female,30,United-States,0 +28,,HS-grad,Never-married,,Not-in-family,Black,Female,40,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +42,Local-gov,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,1 +25,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +22,Private,Bachelors,Never-married,Farming-fishing,Not-in-family,White,Male,20,United-States,0 +39,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,0 +54,Private,11th,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,1 +41,Self-emp-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +43,Federal-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +19,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Female,40,United-States,0 +35,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,Philippines,1 +19,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,30,United-States,0 +33,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +33,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,52,United-States,0 +49,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +31,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,50,United-States,0 +69,,HS-grad,Married-civ-spouse,,Husband,White,Male,13,United-States,0 +41,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +24,Private,HS-grad,Separated,Machine-op-inspct,Unmarried,Other,Female,40,United-States,0 +45,State-gov,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,38,United-States,1 +63,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +75,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,16,United-States,0 +34,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Male,40,United-States,0 +69,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Black,Male,50,United-States,1 +33,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +44,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,43,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +18,Private,11th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +48,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,52,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,60,United-States,1 +35,Private,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,50,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,70,United-States,1 +54,Local-gov,HS-grad,Widowed,Other-service,Unmarried,Black,Female,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,60,United-States,0 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,55,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Canada,1 +34,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,53,United-States,1 +41,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,1 +21,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,27,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,58,United-States,1 +66,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +40,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,45,Hong,1 +48,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,,Bachelors,Divorced,,Not-in-family,White,Male,50,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +55,Local-gov,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,United-States,1 +43,Private,Bachelors,Divorced,Sales,Not-in-family,White,Male,40,United-States,1 +51,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,50,Germany,1 +31,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Self-emp-not-inc,Bachelors,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,60,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +31,Local-gov,HS-grad,Divorced,Other-service,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +18,Private,Some-college,Never-married,Other-service,Own-child,White,Male,37,United-States,0 +60,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +29,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,40,United-States,0 +33,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +34,Private,5th-6th,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,Mexico,0 +40,Self-emp-inc,Masters,Never-married,Other-service,Own-child,White,Male,99,United-States,0 +57,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,38,United-States,0 +55,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,60,United-States,0 +40,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +26,State-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,35,United-States,0 +29,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,Mexico,0 +29,Private,Masters,Never-married,Sales,Not-in-family,White,Male,50,United-States,1 +43,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +65,Private,11th,Widowed,Adm-clerical,Not-in-family,White,Female,8,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Male,35,Laos,0 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,50,Iran,1 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +61,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +63,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,32,United-States,0 +47,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +18,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,30,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +59,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +50,Private,Masters,Divorced,Exec-managerial,Not-in-family,White,Male,62,United-States,1 +49,Private,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +60,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +35,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +48,Federal-gov,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Separated,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +56,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +26,Private,12th,Never-married,Other-service,Unmarried,Black,Male,40,United-States,0 +53,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +23,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,Black,Male,40,United-States,0 +58,Private,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,60,United-States,0 +22,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +90,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +53,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,Jamaica,0 +34,State-gov,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,60,United-States,0 +28,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,55,United-States,0 +22,,Some-college,Never-married,,Not-in-family,White,Female,40,United-States,0 +36,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +33,Private,Bachelors,Separated,Prof-specialty,Other-relative,Black,Female,40,Jamaica,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Female,12,United-States,0 +38,Private,11th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +60,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +72,,HS-grad,Married-civ-spouse,,Husband,White,Male,8,United-States,0 +57,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,Italy,0 +39,Private,HS-grad,Divorced,Sales,Not-in-family,White,Male,60,United-States,0 +50,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,80,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,China,0 +37,Private,Bachelors,Separated,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +27,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,48,United-States,0 +43,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +41,Private,Some-college,Divorced,Tech-support,Unmarried,Black,Female,36,United-States,0 +20,Private,Masters,Never-married,Exec-managerial,Own-child,White,Male,25,United-States,0 +44,Private,Masters,Separated,Exec-managerial,Unmarried,White,Female,20,United-States,0 +50,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +54,Private,HS-grad,Widowed,Exec-managerial,Unmarried,White,Female,45,United-States,0 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,60,United-States,1 +33,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,35,Puerto-Rico,0 +22,Private,9th,Never-married,Other-service,Own-child,White,Male,50,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,Philippines,1 +22,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Male,40,China,0 +59,,HS-grad,Married-civ-spouse,,Husband,White,Male,60,United-States,0 +57,Self-emp-not-inc,Some-college,Widowed,Exec-managerial,Other-relative,White,Male,25,United-States,0 +26,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +52,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +55,Local-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,45,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +26,Private,HS-grad,Never-married,Transport-moving,Own-child,White,Male,40,United-States,0 +44,Private,Assoc-acdm,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +42,Private,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,1 +39,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,0 +17,,11th,Never-married,,Own-child,White,Female,15,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,50,United-States,0 +26,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +50,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,0 +46,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +18,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,20,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Unmarried,Asian-Pac-Islander,Male,60,Vietnam,0 +32,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +50,Private,5th-6th,Married-spouse-absent,Other-service,Unmarried,White,Female,34,Mexico,0 +47,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +52,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,25,United-States,0 +25,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Local-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +30,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Amer-Indian-Eskimo,Female,8,United-States,0 +23,Private,1st-4th,Never-married,Farming-fishing,Not-in-family,White,Male,36,Mexico,0 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,30,,0 +32,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +29,Self-emp-inc,HS-grad,Separated,Prof-specialty,Other-relative,White,Male,25,United-States,0 +40,Private,Assoc-acdm,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +45,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +17,,10th,Never-married,,Own-child,Black,Female,40,United-States,0 +55,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +59,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +56,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +23,Private,12th,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +37,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +22,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +27,Private,9th,Never-married,Priv-house-serv,Unmarried,White,Female,24,Mexico,0 +21,Private,HS-grad,Never-married,Other-service,Unmarried,White,Female,40,United-States,0 +47,Local-gov,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,60,United-States,0 +62,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,33,United-States,1 +27,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +25,,Assoc-voc,Never-married,,Own-child,White,Male,90,United-States,0 +27,Private,HS-grad,Never-married,Other-service,Own-child,Black,Female,40,United-States,0 +40,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +22,Self-emp-not-inc,Some-college,Never-married,Sales,Own-child,Black,Male,55,United-States,1 +33,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +28,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,5,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Transport-moving,Unmarried,White,Male,55,United-States,0 +46,Private,9th,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +65,,HS-grad,Married-civ-spouse,,Husband,White,Male,45,Germany,0 +28,Private,Some-college,Never-married,Craft-repair,Not-in-family,Black,Male,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +35,Private,Some-college,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +50,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,39,United-States,0 +25,,10th,Never-married,,Own-child,Black,Male,40,United-States,0 +63,Private,9th,Widowed,Other-service,Not-in-family,White,Female,20,United-States,0 +56,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +46,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Female,30,United-States,0 +56,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,35,,1 +31,Private,HS-grad,Divorced,Other-service,Own-child,White,Female,15,United-States,0 +51,State-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +17,Private,11th,Never-married,Sales,Own-child,White,Male,5,United-States,0 +27,Local-gov,Some-college,Never-married,Protective-serv,Unmarried,Asian-Pac-Islander,Female,40,United-States,0 +30,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,45,United-States,0 +18,Private,Some-college,Never-married,Protective-serv,Own-child,White,Female,20,United-States,0 +41,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +40,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +29,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,10,United-States,0 +27,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +25,Private,10th,Never-married,Transport-moving,Not-in-family,White,Male,50,United-States,0 +53,Private,1st-4th,Divorced,Other-service,Unmarried,Black,Female,40,Dominican-Republic,0 +53,Private,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +26,State-gov,HS-grad,Never-married,Craft-repair,Unmarried,White,Male,50,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +48,State-gov,Masters,Separated,Prof-specialty,Not-in-family,White,Male,60,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,30,United-States,0 +40,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +52,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Cuba,1 +53,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,Black,Female,35,United-States,0 +40,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +57,Private,Assoc-acdm,Divorced,Machine-op-inspct,Not-in-family,White,Male,75,United-States,0 +53,Self-emp-not-inc,Assoc-voc,Separated,Craft-repair,Not-in-family,White,Male,40,Poland,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,8,United-States,0 +31,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +20,Private,9th,Never-married,Handlers-cleaners,Own-child,White,Male,28,United-States,0 +25,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +37,Private,Some-college,Never-married,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +34,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +29,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,90,United-States,0 +49,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +31,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,70,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,46,United-States,0 +28,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +31,Local-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,Germany,0 +30,Private,HS-grad,Never-married,Transport-moving,Own-child,Black,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,60,United-States,0 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,50,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,25,United-States,0 +50,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,25,United-States,0 +64,,HS-grad,Married-civ-spouse,,Husband,White,Male,50,United-States,1 +21,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,35,United-States,0 +75,Self-emp-inc,Some-college,Widowed,Sales,Not-in-family,White,Male,40,United-States,1 +29,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Asian-Pac-Islander,Male,40,Germany,0 +47,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +20,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +45,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,45,China,1 +41,Private,Assoc-voc,Divorced,Prof-specialty,Unmarried,White,Female,43,United-States,0 +23,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,50,United-States,1 +67,State-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,41,United-States,1 +21,Private,Some-college,Never-married,Tech-support,Own-child,White,Male,35,United-States,0 +38,Private,Some-college,Never-married,Prof-specialty,Not-in-family,White,Male,45,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +59,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +50,Local-gov,Some-college,Widowed,Prof-specialty,Unmarried,White,Male,40,United-States,0 +60,Self-emp-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +28,Self-emp-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +21,,Some-college,Never-married,,Own-child,White,Female,10,Germany,0 +27,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,Poland,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +44,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +56,Private,7th-8th,Married-civ-spouse,Other-service,Husband,Black,Male,40,United-States,0 +51,Self-emp-inc,Bachelors,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,1 +48,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,Italy,1 +31,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +35,Private,Assoc-voc,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +35,Private,HS-grad,Divorced,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,65,United-States,0 +23,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,25,United-States,0 +21,Private,Some-college,Never-married,Sales,Other-relative,Black,Female,20,United-States,0 +49,Private,Some-college,Separated,Exec-managerial,Unmarried,Black,Female,60,United-States,0 +51,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +46,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,45,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +56,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +48,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +30,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +29,Local-gov,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +50,Federal-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +18,Private,HS-grad,Never-married,Transport-moving,Not-in-family,Black,Male,35,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,47,United-States,0 +29,Private,Assoc-voc,Divorced,Tech-support,Not-in-family,Black,Male,40,United-States,1 +39,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +39,Private,10th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +22,Local-gov,11th,Never-married,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +27,,Some-college,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +42,Private,9th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,33,United-States,0 +27,Private,Some-college,Married-spouse-absent,Sales,Not-in-family,White,Female,25,United-States,0 +51,Private,10th,Separated,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +27,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +60,Self-emp-not-inc,11th,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +36,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Italy,0 +45,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,60,China,1 +40,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,52,United-States,1 +63,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-spouse-absent,Transport-moving,Unmarried,Black,Male,50,United-States,0 +53,,12th,Married-civ-spouse,,Wife,White,Female,40,Italy,0 +34,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Female,48,Germany,0 +34,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +22,State-gov,Assoc-acdm,Never-married,Prof-specialty,Not-in-family,White,Female,15,United-States,0 +49,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +43,,HS-grad,Married-civ-spouse,,Husband,White,Male,35,United-States,0 +36,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,37,United-States,0 +52,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Other-service,Husband,Black,Male,50,United-States,0 +27,Private,10th,Separated,Machine-op-inspct,Own-child,White,Male,35,Mexico,0 +42,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,65,United-States,0 +49,Self-emp-not-inc,Bachelors,Widowed,Sales,Unmarried,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Craft-repair,Unmarried,White,Male,50,United-States,0 +22,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,20,United-States,0 +30,Self-emp-not-inc,Bachelors,Never-married,Sales,Unmarried,White,Male,40,United-States,0 +28,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +20,Private,Assoc-voc,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +45,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +39,Private,HS-grad,Divorced,Sales,Not-in-family,White,Female,50,United-States,1 +43,Private,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,66,France,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +74,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,20,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,48,Philippines,1 +33,,10th,Never-married,,Other-relative,White,Male,40,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,42,United-States,1 +21,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,35,United-States,0 +65,,Some-college,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +39,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,1 +49,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,25,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +46,Self-emp-not-inc,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +29,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,32,United-States,1 +61,Self-emp-not-inc,HS-grad,Widowed,Prof-specialty,Unmarried,White,Female,16,United-States,0 +48,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +44,Private,9th,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +37,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +45,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +33,Local-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +55,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,8,United-States,0 +25,Private,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,60,United-States,0 +26,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,0 +54,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +38,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,33,United-States,0 +39,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,20,United-States,1 +20,State-gov,Some-college,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +30,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Federal-gov,HS-grad,Divorced,Adm-clerical,Not-in-family,Other,Male,45,United-States,0 +42,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +24,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +60,Private,Masters,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,50,South,1 +42,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,44,United-States,0 +42,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +46,Private,HS-grad,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Female,40,Columbia,0 +52,State-gov,Masters,Married-spouse-absent,Exec-managerial,Unmarried,White,Female,44,United-States,1 +27,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +43,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +43,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +27,Private,11th,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +52,Local-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +31,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +38,,7th-8th,Divorced,,Unmarried,Black,Female,30,United-States,0 +44,Private,9th,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +27,Private,Some-college,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,0 +50,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +23,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Unmarried,Black,Female,30,United-States,0 +36,State-gov,Some-college,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +24,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +39,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +37,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,42,United-States,0 +25,Local-gov,Assoc-acdm,Never-married,Adm-clerical,Own-child,Black,Female,38,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Craft-repair,Wife,White,Female,45,United-States,0 +38,State-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,60,India,1 +31,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,35,United-States,0 +28,Local-gov,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Sales,Unmarried,Black,Male,25,United-States,0 +46,Local-gov,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,50,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,Asian-Pac-Islander,Female,40,Laos,0 +38,Federal-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +53,Private,Some-college,Separated,Exec-managerial,Unmarried,Black,Female,40,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,Black,Male,60,,0 +44,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +46,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Male,45,England,1 +30,Private,Bachelors,Never-married,Sales,Own-child,White,Male,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +62,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,0 +25,Private,HS-grad,Married-spouse-absent,Exec-managerial,Not-in-family,White,Male,45,United-States,0 +45,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +21,Private,Some-college,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +64,Federal-gov,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +39,Private,Bachelors,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Craft-repair,Own-child,White,Male,40,United-States,0 +32,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Local-gov,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +58,Private,Masters,Widowed,Sales,Not-in-family,White,Female,27,United-States,0 +23,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,50,India,1 +31,Federal-gov,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +28,Private,Bachelors,Never-married,Exec-managerial,Unmarried,Black,Female,45,,0 +41,,Some-college,Widowed,,Unmarried,Black,Female,20,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,16,United-States,1 +19,Private,HS-grad,Never-married,Sales,Own-child,White,Male,38,United-States,0 +27,Self-emp-not-inc,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,20,United-States,0 +61,Self-emp-not-inc,9th,Married-civ-spouse,Sales,Husband,White,Male,58,United-States,1 +39,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +25,Private,Bachelors,Never-married,Handlers-cleaners,Unmarried,Black,Male,40,United-States,0 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +27,Self-emp-not-inc,Some-college,Married-civ-spouse,Transport-moving,Other-relative,Other,Male,50,Ecuador,1 +51,Private,5th-6th,Married-civ-spouse,Handlers-cleaners,Husband,Black,Male,52,United-States,0 +43,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +46,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +67,,5th-6th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +50,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +20,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,15,United-States,0 +35,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,32,United-States,1 +57,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Italy,0 +40,Private,Prof-school,Married-civ-spouse,Adm-clerical,Other-relative,Asian-Pac-Islander,Female,40,Philippines,0 +42,Local-gov,10th,Never-married,Farming-fishing,Unmarried,White,Male,35,United-States,0 +67,Self-emp-inc,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,44,United-States,1 +30,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +26,Private,11th,Never-married,Machine-op-inspct,Unmarried,White,Female,15,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +38,Private,Some-college,Widowed,Other-service,Other-relative,Black,Female,45,Haiti,0 +24,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Own-child,White,Male,35,United-States,0 +48,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +34,State-gov,Bachelors,Married-civ-spouse,Tech-support,Own-child,White,Female,25,,1 +70,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +35,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,,Masters,Married-civ-spouse,,Husband,White,Male,2,United-States,1 +26,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +64,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,3,United-States,0 +26,Private,HS-grad,Never-married,Adm-clerical,Unmarried,White,Female,35,United-States,0 +39,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,30,United-States,0 +55,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,36,United-States,0 +23,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,45,,0 +33,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +28,Local-gov,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,20,United-States,0 +50,Private,Masters,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,30,United-States,0 +26,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,55,United-States,1 +44,Federal-gov,Assoc-acdm,Divorced,Adm-clerical,Not-in-family,Black,Female,40,United-States,0 +51,Private,HS-grad,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,50,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,39,United-States,1 +29,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +24,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +27,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +44,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +47,Private,Some-college,Separated,Adm-clerical,Unmarried,White,Female,50,United-States,1 +30,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +35,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +42,Private,Assoc-acdm,Separated,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +70,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +41,Private,Prof-school,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,0 +36,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,38,United-States,0 +44,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,42,United-States,1 +42,,HS-grad,Separated,,Unmarried,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Transport-moving,Own-child,White,Female,17,United-States,0 +29,Private,10th,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Tech-support,Wife,White,Female,40,United-States,0 +30,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,United-States,1 +59,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,0 +31,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +21,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,40,Mexico,0 +26,Private,Some-college,Never-married,Craft-repair,Unmarried,Asian-Pac-Islander,Male,37,Taiwan,0 +57,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +59,Self-emp-not-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,1 +87,,HS-grad,Widowed,,Not-in-family,White,Male,2,United-States,0 +25,Private,Some-college,Never-married,Transport-moving,Not-in-family,White,Male,55,United-States,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +53,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +32,State-gov,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,Assoc-voc,Never-married,Adm-clerical,Unmarried,Black,Female,35,United-States,0 +17,Private,11th,Never-married,Handlers-cleaners,Own-child,White,Male,30,United-States,0 +44,Private,11th,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +23,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,20,United-States,0 +57,Private,Some-college,Married-civ-spouse,Craft-repair,Wife,White,Female,40,United-States,1 +30,State-gov,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,55,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,35,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,Germany,0 +60,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,16,United-States,1 +28,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,42,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +55,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Private,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +55,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,45,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,55,United-States,1 +30,Private,HS-grad,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,1 +40,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +30,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +40,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,30,Guatemala,1 +24,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Female,50,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Male,20,United-States,0 +18,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,25,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,0 +28,Local-gov,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +32,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +48,Self-emp-not-inc,Some-college,Separated,Sales,Unmarried,White,Female,50,United-States,0 +24,Private,7th-8th,Never-married,Priv-house-serv,Own-child,White,Female,32,El-Salvador,0 +73,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,25,United-States,0 +35,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,,1 +23,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,1 +19,Private,Some-college,Never-married,Priv-house-serv,Not-in-family,White,Female,40,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,35,Mexico,0 +27,Private,12th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +41,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +31,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +64,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +45,Private,12th,Never-married,Other-service,Own-child,White,Male,10,Mexico,0 +47,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,35,United-States,0 +22,Private,HS-grad,Never-married,Machine-op-inspct,Other-relative,White,Male,35,United-States,0 +24,Private,Bachelors,Never-married,Transport-moving,Unmarried,Black,Female,40,United-States,0 +69,State-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,20,United-States,0 +40,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +47,Self-emp-not-inc,Assoc-acdm,Never-married,Farming-fishing,Other-relative,White,Male,45,United-States,1 +31,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +48,Private,Assoc-acdm,Divorced,Exec-managerial,Unmarried,White,Female,42,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,Black,Female,35,Haiti,1 +34,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +48,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +28,Local-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,1 +20,Private,Assoc-acdm,Never-married,Exec-managerial,Own-child,White,Female,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +40,Federal-gov,Some-college,Divorced,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +28,Private,10th,Never-married,Transport-moving,Not-in-family,White,Male,45,United-States,0 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +41,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,Black,Male,40,United-States,0 +49,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +35,State-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Sales,Own-child,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +23,Private,HS-grad,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +42,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Transport-moving,Husband,White,Male,80,United-States,1 +34,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,64,United-States,1 +32,Federal-gov,Assoc-voc,Never-married,Tech-support,Own-child,Black,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,54,United-States,1 +48,Private,Bachelors,Separated,Adm-clerical,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +38,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +48,State-gov,Bachelors,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +22,Private,5th-6th,Married-civ-spouse,Other-service,Husband,White,Male,40,El-Salvador,0 +42,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,1 +31,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,China,0 +27,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,50,United-States,1 +57,Private,Masters,Separated,Prof-specialty,Not-in-family,White,Male,32,United-States,1 +46,State-gov,Assoc-voc,Divorced,Tech-support,Not-in-family,White,Female,42,United-States,0 +44,Federal-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +42,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +24,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +38,Private,1st-4th,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +29,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,52,Yugoslavia,1 +38,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,55,United-States,0 +33,Private,Some-college,Divorced,Exec-managerial,Unmarried,White,Female,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,4,United-States,0 +49,Local-gov,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +51,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Divorced,Other-service,Other-relative,Black,Female,35,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +29,,HS-grad,Divorced,,Not-in-family,White,Male,40,United-States,0 +54,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,30,United-States,0 +52,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +28,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Wife,White,Female,40,United-States,1 +23,Private,Some-college,Divorced,Handlers-cleaners,Own-child,White,Male,40,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,80,United-States,1 +45,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +51,Self-emp-not-inc,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,0 +29,,HS-grad,Married-spouse-absent,,Unmarried,Black,Female,42,Haiti,0 +23,Private,Some-college,Never-married,Sales,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +73,Self-emp-not-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +47,Self-emp-not-inc,11th,Divorced,Exec-managerial,Unmarried,White,Female,55,United-States,0 +61,,HS-grad,Married-civ-spouse,,Husband,White,Male,37,United-States,0 +26,Private,Assoc-voc,Never-married,Exec-managerial,Not-in-family,Black,Female,40,United-States,0 +40,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,47,United-States,0 +39,Private,10th,Divorced,Other-service,Unmarried,Black,Female,40,United-States,0 +33,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,35,United-States,0 +42,Private,HS-grad,Divorced,Exec-managerial,Own-child,White,Male,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +47,Private,5th-6th,Never-married,Machine-op-inspct,Own-child,White,Male,20,United-States,0 +33,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Divorced,Adm-clerical,Own-child,White,Female,40,United-States,0 +42,State-gov,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +29,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +33,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +36,Private,Bachelors,Widowed,Prof-specialty,Unmarried,White,Female,44,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,48,United-States,1 +40,Private,HS-grad,Married-spouse-absent,Adm-clerical,Unmarried,White,Female,40,United-States,0 +57,Self-emp-not-inc,Doctorate,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +40,Private,HS-grad,Divorced,Transport-moving,Unmarried,White,Male,45,United-States,0 +36,Private,HS-grad,Married-civ-spouse,Tech-support,Husband,White,Male,50,United-States,0 +45,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,Black,Female,40,United-States,1 +52,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +24,Private,HS-grad,Separated,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +30,Private,HS-grad,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,,HS-grad,Never-married,,Own-child,Black,Male,40,United-States,0 +46,Self-emp-not-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +36,Private,HS-grad,Separated,Sales,Unmarried,Black,Female,40,United-States,0 +48,Private,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +36,Private,Assoc-voc,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +48,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,1 +21,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,9,United-States,0 +18,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +38,Private,Bachelors,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,1 +66,,11th,Widowed,,Not-in-family,Black,Female,40,United-States,0 +36,State-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,55,United-States,1 +38,Private,HS-grad,Never-married,Transport-moving,Not-in-family,White,Female,40,United-States,0 +55,Self-emp-not-inc,Prof-school,Widowed,Prof-specialty,Not-in-family,White,Male,55,United-States,1 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,1 +22,State-gov,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +29,Private,Some-college,Never-married,Handlers-cleaners,Other-relative,White,Male,40,United-States,0 +40,Private,Some-college,Never-married,Exec-managerial,Unmarried,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +49,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +29,Private,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,50,United-States,1 +28,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +26,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +33,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,41,United-States,0 +72,,Prof-school,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +59,Private,Masters,Married-civ-spouse,Tech-support,Husband,White,Male,40,Iran,0 +37,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +56,,10th,Divorced,,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +39,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +49,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,80,United-States,0 +30,Private,HS-grad,Married-civ-spouse,Sales,Own-child,Asian-Pac-Islander,Female,40,United-States,0 +28,Private,9th,Married-civ-spouse,Protective-serv,Wife,Black,Female,40,United-States,0 +25,State-gov,Bachelors,Never-married,Protective-serv,Own-child,White,Male,40,United-States,0 +18,Private,10th,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Handlers-cleaners,Own-child,White,Male,26,United-States,0 +36,Private,Some-college,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +20,,12th,Never-married,,Not-in-family,Other,Male,40,United-States,0 +25,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,20,United-States,1 +48,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +30,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +36,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +49,Private,Doctorate,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +34,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,0 +28,Private,HS-grad,Never-married,Other-service,Other-relative,Other,Male,48,Mexico,0 +28,Self-emp-not-inc,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,Black,Male,40,United-States,1 +66,,9th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +61,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,53,United-States,0 +45,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,30,United-States,1 +29,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,35,United-States,0 +74,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Female,16,United-States,0 +61,Local-gov,HS-grad,Widowed,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Sales,Own-child,White,Male,22,United-States,0 +53,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,Asian-Pac-Islander,Male,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +26,,Bachelors,Married-civ-spouse,,Wife,White,Female,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Other-service,Own-child,Asian-Pac-Islander,Male,25,Philippines,0 +65,,7th-8th,Married-civ-spouse,,Husband,White,Male,20,United-States,0 +41,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,0 +31,Local-gov,Bachelors,Never-married,Prof-specialty,Other-relative,White,Male,40,,0 +50,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +52,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +18,Self-emp-inc,HS-grad,Never-married,Transport-moving,Own-child,White,Male,60,United-States,0 +26,Private,7th-8th,Never-married,Other-service,Unmarried,Other,Female,30,,0 +57,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +63,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Adm-clerical,Other-relative,White,Male,40,Mexico,0 +32,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +43,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,58,United-States,0 +39,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,45,United-States,0 +32,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +28,State-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,90,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,50,United-States,1 +25,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,60,United-States,1 +54,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +48,Self-emp-inc,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,70,United-States,1 +51,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,36,United-States,0 +67,State-gov,7th-8th,Married-civ-spouse,Transport-moving,Husband,White,Male,35,United-States,0 +17,Private,10th,Never-married,Sales,Unmarried,White,Female,24,United-States,0 +24,State-gov,Some-college,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +68,,HS-grad,Married-civ-spouse,,Wife,White,Female,25,United-States,0 +54,Private,Some-college,Divorced,Other-service,Not-in-family,White,Female,47,United-States,0 +32,Private,HS-grad,Divorced,Prof-specialty,Own-child,White,Female,40,United-States,0 +61,,Some-college,Divorced,,Not-in-family,White,Female,40,United-States,0 +41,Federal-gov,HS-grad,Never-married,Adm-clerical,Own-child,White,Male,40,United-States,0 +53,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +45,Private,Assoc-voc,Divorced,Prof-specialty,Not-in-family,White,Female,32,United-States,0 +64,,7th-8th,Widowed,,Not-in-family,White,Female,4,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +41,State-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +40,Federal-gov,Assoc-voc,Married-civ-spouse,Prof-specialty,Wife,White,Female,65,United-States,1 +27,Private,HS-grad,Never-married,Farming-fishing,Other-relative,White,Male,40,Mexico,0 +41,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,Asian-Pac-Islander,Male,35,Philippines,1 +51,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +36,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +34,Self-emp-inc,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,55,United-States,0 +43,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +61,Federal-gov,HS-grad,Divorced,Adm-clerical,Own-child,Black,Female,20,United-States,0 +31,Private,10th,Separated,Transport-moving,Unmarried,White,Male,40,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,65,United-States,1 +43,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,99,United-States,1 +52,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,Private,11th,Never-married,Other-service,Own-child,White,Female,20,United-States,0 +37,Federal-gov,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +60,Private,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +47,Private,Some-college,Widowed,Transport-moving,Unmarried,White,Female,25,Outlying-US(Guam-USVI-etc),0 +21,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,30,United-States,0 +34,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +28,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,52,United-States,0 +40,Local-gov,Assoc-voc,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +26,Private,Assoc-acdm,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +48,Private,Some-college,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,40,United-States,0 +58,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,48,United-States,0 +32,Self-emp-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +90,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,United-States,1 +20,,Assoc-acdm,Never-married,,Not-in-family,White,Male,20,United-States,0 +43,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,99,United-States,0 +17,Private,11th,Never-married,Priv-house-serv,Own-child,White,Female,12,United-States,0 +36,Private,12th,Never-married,Transport-moving,Not-in-family,Asian-Pac-Islander,Male,45,,0 +36,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Italy,0 +30,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,1 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +51,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +29,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,48,United-States,0 +35,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Own-child,White,Male,65,United-States,0 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,20,United-States,0 +56,Private,9th,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +64,,Some-college,Widowed,,Not-in-family,White,Male,4,United-States,0 +62,,HS-grad,Never-married,,Not-in-family,White,Male,40,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,24,United-States,0 +33,Private,Assoc-acdm,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +43,Private,Bachelors,Never-married,Sales,Unmarried,Black,Female,35,United-States,1 +22,State-gov,Some-college,Never-married,Other-service,Own-child,White,Male,45,United-States,0 +44,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Male,55,United-States,0 +37,Private,HS-grad,Separated,Craft-repair,Not-in-family,White,Male,50,United-States,0 +34,Self-emp-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,75,United-States,0 +43,Private,Assoc-voc,Separated,Sales,Unmarried,White,Female,45,United-States,0 +39,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +30,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,32,United-States,0 +58,Private,7th-8th,Never-married,Handlers-cleaners,Not-in-family,White,Female,33,United-States,0 +31,,Some-college,Married-civ-spouse,,Wife,White,Female,10,United-States,0 +45,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +30,Private,Some-college,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,36,United-States,0 +50,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +25,Local-gov,Assoc-voc,Never-married,Protective-serv,Own-child,White,Male,30,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +50,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +72,,11th,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +60,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +41,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +71,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,10,United-States,0 +40,Self-emp-not-inc,Prof-school,Divorced,Other-service,Not-in-family,White,Female,35,United-States,0 +22,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Female,30,United-States,0 +52,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,38,United-States,0 +30,Private,Some-college,Never-married,Handlers-cleaners,Not-in-family,White,Male,55,United-States,0 +36,,HS-grad,Separated,,Not-in-family,White,Female,30,United-States,0 +40,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +31,Federal-gov,Assoc-acdm,Married-civ-spouse,Sales,Husband,Asian-Pac-Islander,Male,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +38,Local-gov,Prof-school,Married-civ-spouse,Prof-specialty,Husband,Black,Male,40,United-States,1 +46,Private,Prof-school,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,1 +57,Federal-gov,Prof-school,Divorced,Exec-managerial,Not-in-family,Black,Male,55,United-States,1 +39,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +42,Private,Bachelors,Divorced,Exec-managerial,Not-in-family,White,Female,55,United-States,1 +43,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,17,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +22,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Female,15,South,0 +37,Private,Some-college,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +20,,Some-college,Never-married,,Own-child,White,Female,18,United-States,0 +26,State-gov,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,80,United-States,0 +35,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,30,United-States,0 +28,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,White,Female,40,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Asian-Pac-Islander,Female,35,Japan,0 +17,,10th,Never-married,,Own-child,White,Female,20,United-States,0 +18,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +25,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +44,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +61,Private,1st-4th,Widowed,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +39,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +61,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +22,Private,HS-grad,Widowed,Adm-clerical,Own-child,White,Female,40,United-States,0 +19,Private,Some-college,Never-married,Handlers-cleaners,Own-child,White,Male,25,United-States,0 +45,Private,Bachelors,Never-married,Tech-support,Own-child,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +37,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Female,40,Philippines,0 +26,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,40,United-States,0 +17,,10th,Never-married,,Own-child,White,Female,15,United-States,0 +26,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,55,United-States,1 +58,Private,HS-grad,Separated,Other-service,Unmarried,White,Female,40,Dominican-Republic,0 +61,,Doctorate,Married-civ-spouse,,Husband,White,Male,25,United-States,1 +64,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,50,France,1 +19,Private,HS-grad,Married-civ-spouse,Sales,Other-relative,White,Female,25,United-States,0 +36,Private,Bachelors,Divorced,Handlers-cleaners,Not-in-family,White,Male,30,United-States,0 +47,Private,Assoc-acdm,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +62,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +36,State-gov,Prof-school,Never-married,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +38,Self-emp-not-inc,Some-college,Never-married,Sales,Not-in-family,White,Male,60,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,1 +31,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +26,Private,Some-college,Separated,Farming-fishing,Own-child,White,Male,40,United-States,0 +50,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +41,Private,Some-college,Never-married,Tech-support,Unmarried,Asian-Pac-Islander,Female,40,Philippines,0 +52,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +28,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,23,United-States,0 +23,,HS-grad,Married-civ-spouse,,Own-child,White,Female,30,United-States,0 +46,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +32,,HS-grad,Divorced,,Unmarried,Black,Male,40,United-States,0 +59,,HS-grad,Widowed,,Not-in-family,White,Female,35,United-States,0 +30,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,36,United-States,1 +58,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,Black,Male,30,United-States,1 +31,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Female,40,,0 +36,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,48,United-States,0 +31,State-gov,Preschool,Never-married,Other-service,Not-in-family,White,Male,24,United-States,0 +52,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,1 +29,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,Mexico,0 +48,Self-emp-not-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,England,0 +30,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +58,Private,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,0 +20,Federal-gov,Some-college,Never-married,Protective-serv,Own-child,Black,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,3,United-States,0 +63,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +51,Self-emp-not-inc,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,45,United-States,1 +53,Private,Assoc-acdm,Divorced,Adm-clerical,Unmarried,White,Female,48,United-States,0 +54,Federal-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +35,,Some-college,Never-married,,Own-child,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Handlers-cleaners,Own-child,Black,Male,48,United-States,0 +47,Self-emp-not-inc,Some-college,Married-civ-spouse,Other-service,Wife,White,Female,52,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +80,Self-emp-not-inc,7th-8th,Never-married,Farming-fishing,Unmarried,White,Male,20,United-States,0 +55,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +49,Private,Bachelors,Married-spouse-absent,Transport-moving,Unmarried,White,Male,30,Columbia,0 +27,Private,Prof-school,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Male,40,United-States,0 +42,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +39,Private,9th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +36,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,0 +32,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +58,Local-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,Black,Female,55,United-States,0 +63,Private,9th,Separated,Farming-fishing,Not-in-family,Black,Male,40,United-States,0 +49,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +36,Self-emp-inc,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,60,United-States,1 +46,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +47,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +39,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Male,45,United-States,0 +33,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,Asian-Pac-Islander,Male,65,Japan,1 +43,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Other,Male,40,United-States,1 +30,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,68,United-States,0 +39,Local-gov,Assoc-voc,Married-civ-spouse,Adm-clerical,Wife,White,Female,37,United-States,0 +44,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +27,Private,Bachelors,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +80,,Assoc-acdm,Married-civ-spouse,,Husband,White,Male,4,United-States,0 +31,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,White,Male,3,United-States,0 +34,Local-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,El-Salvador,0 +28,Private,Assoc-acdm,Never-married,Transport-moving,Own-child,White,Male,60,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,Black,Male,45,United-States,1 +67,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,10,United-States,0 +53,Self-emp-inc,Some-college,Widowed,Sales,Not-in-family,White,Female,60,United-States,0 +43,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +29,Local-gov,Bachelors,Never-married,Tech-support,Not-in-family,White,Female,42,United-States,0 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +51,Private,Assoc-voc,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +21,Self-emp-not-inc,Assoc-voc,Never-married,Farming-fishing,Own-child,White,Male,98,United-States,0 +54,Private,Some-college,Separated,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +42,Self-emp-not-inc,Prof-school,Divorced,Prof-specialty,Unmarried,White,Male,40,United-States,1 +41,Private,Some-college,Divorced,Sales,Unmarried,White,Female,48,United-States,0 +28,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +31,Private,Assoc-voc,Divorced,Handlers-cleaners,Unmarried,White,Female,40,United-States,0 +82,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,20,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,16,United-States,0 +40,Local-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +35,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +24,Private,HS-grad,Never-married,Sales,Unmarried,White,Male,45,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,40,United-States,0 +27,Private,Some-college,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,30,United-States,0 +29,,Assoc-voc,Never-married,,Unmarried,White,Female,40,United-States,0 +40,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +17,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,25,United-States,0 +27,Private,1st-4th,Never-married,Craft-repair,Not-in-family,White,Male,40,Mexico,0 +34,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +18,Private,10th,Never-married,Other-service,Other-relative,Black,Male,15,United-States,0 +39,Private,Bachelors,Divorced,Tech-support,Unmarried,White,Female,40,United-States,0 +34,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,65,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +18,,11th,Never-married,,Own-child,White,Female,25,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +28,Private,1st-4th,Married-spouse-absent,Other-service,Own-child,Other,Female,35,Dominican-Republic,0 +30,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +60,Private,HS-grad,Divorced,Adm-clerical,Other-relative,White,Female,40,United-States,0 +58,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,24,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,0 +61,Self-emp-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +27,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Male,38,United-States,0 +59,Self-emp-not-inc,Assoc-acdm,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +52,Federal-gov,Some-college,Married-civ-spouse,Exec-managerial,Wife,Asian-Pac-Islander,Female,40,United-States,1 +42,Federal-gov,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +27,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,34,United-States,0 +41,Self-emp-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +35,,Some-college,Never-married,,Not-in-family,Black,Male,30,United-States,0 +50,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Wife,White,Female,24,United-States,0 +36,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Farming-fishing,Own-child,White,Male,45,United-States,0 +38,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +46,Private,Some-college,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +59,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +55,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +49,Local-gov,Masters,Widowed,Prof-specialty,Unmarried,White,Female,20,United-States,0 +59,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +38,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,55,United-States,1 +22,Private,Some-college,Never-married,Transport-moving,Own-child,White,Male,25,United-States,0 +28,Private,12th,Never-married,Sales,Unmarried,Black,Female,40,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +59,Private,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,56,United-States,0 +37,Private,HS-grad,Divorced,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +33,Private,Bachelors,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +34,Private,10th,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,Portugal,0 +35,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +55,Private,10th,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,30,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Prof-specialty,Wife,White,Female,30,United-States,1 +48,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Cuba,1 +70,,Some-college,Widowed,,Not-in-family,White,Female,25,United-States,0 +27,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Masters,Widowed,Prof-specialty,Unmarried,Black,Female,37,United-States,0 +32,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,38,United-States,1 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,18,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Male,20,United-States,0 +50,Private,Bachelors,Separated,Sales,Not-in-family,White,Male,40,United-States,1 +38,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,15,United-States,0 +18,Private,9th,Never-married,Other-service,Own-child,Black,Male,35,United-States,0 +46,Private,9th,Divorced,Sales,Not-in-family,White,Male,35,United-States,0 +26,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,Asian-Pac-Islander,Male,45,United-States,1 +44,Private,7th-8th,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,Dominican-Republic,0 +32,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +25,Private,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +55,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +55,Federal-gov,Some-college,Never-married,Adm-clerical,Unmarried,White,Male,40,United-States,0 +25,Private,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +29,Private,Assoc-voc,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +60,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,0 +43,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +24,Private,HS-grad,Never-married,Sales,Own-child,White,Female,55,United-States,0 +34,Private,Bachelors,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +47,Self-emp-not-inc,Some-college,Never-married,Farming-fishing,Not-in-family,White,Male,60,United-States,0 +24,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,32,United-States,0 +47,State-gov,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,38,United-States,0 +18,Private,11th,Never-married,Sales,Own-child,White,Female,40,United-States,0 +50,Self-emp-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +22,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Male,40,United-States,0 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +68,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,15,United-States,0 +62,Self-emp-not-inc,7th-8th,Widowed,Farming-fishing,Other-relative,White,Female,35,United-States,0 +25,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +24,Private,Some-college,Never-married,Machine-op-inspct,Not-in-family,White,Female,24,Mexico,0 +44,Private,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,12,,0 +32,Private,9th,Married-civ-spouse,Farming-fishing,Husband,Black,Male,40,United-States,0 +49,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +68,Private,Some-college,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +25,Private,Assoc-acdm,Never-married,Sales,Own-child,White,Female,40,Peru,0 +47,Federal-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +37,Self-emp-not-inc,11th,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +57,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,0 +37,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,40,United-States,1 +34,Private,10th,Never-married,Other-service,Unmarried,Black,Female,40,Jamaica,0 +46,Local-gov,Assoc-voc,Divorced,Exec-managerial,Not-in-family,White,Female,36,United-States,0 +21,Private,11th,Never-married,Adm-clerical,Other-relative,White,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Other-service,Wife,White,Female,30,United-States,0 +45,Private,HS-grad,Divorced,Farming-fishing,Not-in-family,White,Male,44,United-States,1 +17,Private,HS-grad,Never-married,Exec-managerial,Own-child,White,Female,35,United-States,0 +36,Self-emp-inc,Assoc-acdm,Married-civ-spouse,Prof-specialty,Husband,White,Male,70,United-States,0 +33,Private,12th,Divorced,Exec-managerial,Not-in-family,White,Male,40,United-States,0 +27,Private,HS-grad,Never-married,Machine-op-inspct,Own-child,Black,Male,40,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +24,Private,HS-grad,Never-married,Machine-op-inspct,Unmarried,Black,Female,40,United-States,0 +37,Private,HS-grad,Divorced,Other-service,Unmarried,Black,Female,30,United-States,0 +53,State-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +44,Private,Some-college,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,1 +43,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,45,United-States,1 +29,Private,HS-grad,Never-married,Other-service,Other-relative,Black,Female,52,United-States,0 +47,Private,Bachelors,Married-civ-spouse,Farming-fishing,Husband,White,Male,65,United-States,0 +37,Self-emp-not-inc,Masters,Never-married,Exec-managerial,Not-in-family,White,Male,60,United-States,0 +43,Self-emp-inc,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,Private,Some-college,Never-married,Sales,Not-in-family,Black,Female,20,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,35,United-States,0 +25,Private,Some-college,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +40,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,50,United-States,0 +39,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +32,Private,HS-grad,Married-civ-spouse,Transport-moving,Own-child,White,Male,40,United-States,0 +19,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +30,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +41,Private,Some-college,Never-married,Adm-clerical,Not-in-family,White,Female,40,Mexico,0 +42,Self-emp-not-inc,Bachelors,Divorced,Exec-managerial,Not-in-family,Other,Male,30,Iran,0 +45,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Male,35,United-States,0 +25,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +22,Federal-gov,Some-college,Never-married,Adm-clerical,Own-child,Black,Male,20,United-States,0 +46,State-gov,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +48,Self-emp-inc,Some-college,Divorced,Farming-fishing,Not-in-family,White,Male,45,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,52,United-States,1 +19,Private,Some-college,Never-married,Other-service,Own-child,White,Male,14,United-States,0 +31,Private,11th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +30,Self-emp-inc,Some-college,Married-civ-spouse,Craft-repair,Husband,Black,Male,70,United-States,0 +40,Self-emp-not-inc,Assoc-acdm,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +60,,Some-college,Married-civ-spouse,,Husband,White,Male,12,United-States,1 +52,,12th,Married-civ-spouse,,Wife,Black,Female,40,United-States,1 +22,Private,Some-college,Never-married,Sales,Own-child,White,Female,15,United-States,0 +25,Private,Some-college,Divorced,Other-service,Own-child,Black,Male,38,United-States,0 +51,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,80,United-States,1 +32,Private,Assoc-acdm,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,62,United-States,0 +51,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,25,United-States,0 +42,Private,Some-college,Divorced,Sales,Not-in-family,White,Male,50,United-States,1 +39,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,1 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +52,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,38,United-States,0 +58,,1st-4th,Married-spouse-absent,,Unmarried,Amer-Indian-Eskimo,Male,40,United-States,0 +43,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +31,Federal-gov,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +61,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,20,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Female,40,United-States,0 +46,Private,Bachelors,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +62,,HS-grad,Married-civ-spouse,,Husband,White,Male,40,United-States,1 +50,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,35,United-States,0 +18,Private,11th,Never-married,Adm-clerical,Own-child,White,Female,5,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,48,United-States,0 +21,Private,Some-college,Never-married,Sales,Own-child,White,Female,28,United-States,0 +46,Private,Assoc-acdm,Married-civ-spouse,Transport-moving,Husband,Other,Male,36,United-States,0 +38,Private,HS-grad,Divorced,Sales,Unmarried,White,Female,40,United-States,0 +53,Private,12th,Divorced,Farming-fishing,Own-child,White,Male,40,United-States,0 +53,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +50,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +26,Private,HS-grad,Never-married,Other-service,Unmarried,White,Male,25,United-States,0 +46,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,55,United-States,1 +44,Local-gov,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +36,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +20,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,30,United-States,0 +35,Private,7th-8th,Married-civ-spouse,Tech-support,Husband,White,Male,40,Mexico,0 +40,State-gov,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,20,United-States,0 +70,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +57,Private,7th-8th,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,0 +40,Private,Preschool,Married-civ-spouse,Other-service,Husband,White,Male,40,Mexico,0 +18,Private,11th,Never-married,Craft-repair,Own-child,White,Male,5,United-States,0 +45,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +52,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +24,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,Black,Male,60,United-States,0 +28,Local-gov,HS-grad,Separated,Transport-moving,Own-child,White,Male,45,United-States,0 +32,Private,Assoc-voc,Never-married,Tech-support,Unmarried,White,Female,60,United-States,0 +56,Federal-gov,Bachelors,Divorced,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +44,Private,1st-4th,Married-civ-spouse,Other-service,Wife,Asian-Pac-Islander,Female,40,Vietnam,0 +20,Private,Some-college,Never-married,Sales,Unmarried,Black,Female,30,United-States,0 +32,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +59,Private,Some-college,Separated,Adm-clerical,Other-relative,White,Male,40,United-States,0 +21,Private,HS-grad,Never-married,Handlers-cleaners,Other-relative,Black,Male,40,United-States,0 +32,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +22,Private,Bachelors,Never-married,Adm-clerical,Own-child,White,Female,30,United-States,0 +51,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +23,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,50,United-States,0 +34,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Male,30,United-States,0 +53,Private,12th,Divorced,Transport-moving,Not-in-family,White,Female,40,United-States,0 +44,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,45,United-States,0 +60,Private,Some-college,Widowed,Protective-serv,Not-in-family,Black,Female,40,United-States,0 +55,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,38,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,30,United-States,0 +59,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +26,,Some-college,Never-married,,Own-child,Asian-Pac-Islander,Male,40,Philippines,0 +30,Private,Assoc-voc,Married-civ-spouse,Prof-specialty,Own-child,White,Female,16,United-States,1 +49,Private,Bachelors,Married-civ-spouse,Exec-managerial,Wife,White,Female,43,United-States,0 +45,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Self-emp-inc,Bachelors,Never-married,Sales,Own-child,White,Female,40,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,60,United-States,1 +21,Private,12th,Never-married,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +36,State-gov,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +18,,HS-grad,Never-married,,Own-child,White,Female,20,United-States,0 +37,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,0 +19,Private,HS-grad,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +65,,7th-8th,Married-civ-spouse,,Husband,White,Male,25,United-States,0 +30,Private,Assoc-voc,Married-civ-spouse,Tech-support,Wife,White,Female,35,Germany,0 +27,,Masters,Never-married,,Not-in-family,Other,Female,40,Japan,0 +59,Federal-gov,Some-college,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,1 +32,Private,Assoc-voc,Married-civ-spouse,Other-service,Husband,White,Male,60,United-States,1 +25,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +40,Private,Bachelors,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,80,United-States,1 +21,,9th,Never-married,,Own-child,White,Male,42,United-States,0 +49,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,1 +49,Private,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +51,,HS-grad,Divorced,,Unmarried,Black,Female,40,United-States,0 +48,Private,9th,Widowed,Transport-moving,Unmarried,White,Male,40,United-States,1 +42,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,0 +53,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +29,Self-emp-not-inc,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,45,United-States,0 +21,,HS-grad,Never-married,,Other-relative,Asian-Pac-Islander,Female,24,United-States,0 +54,Self-emp-not-inc,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,15,United-States,0 +66,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,,1 +34,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +39,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +62,,Assoc-voc,Married-civ-spouse,,Husband,White,Male,40,Canada,0 +30,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,0 +27,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +25,Private,Assoc-voc,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +26,Private,HS-grad,Separated,Farming-fishing,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +55,Private,Some-college,Separated,Exec-managerial,Unmarried,White,Female,10,United-States,0 +26,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,40,United-States,0 +45,Private,Bachelors,Separated,Prof-specialty,Unmarried,White,Female,56,Germany,0 +61,Local-gov,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +34,,7th-8th,Separated,,Unmarried,Black,Female,40,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Black,Male,60,United-States,0 +44,Federal-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +45,Self-emp-not-inc,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,30,United-States,0 +55,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +20,Private,Some-college,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,30,United-States,0 +48,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +33,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,60,United-States,0 +44,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +32,Self-emp-inc,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,50,Canada,0 +54,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +40,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +29,Private,HS-grad,Married-civ-spouse,Prof-specialty,Wife,Asian-Pac-Islander,Female,10,China,1 +56,Private,10th,Married-civ-spouse,Adm-clerical,Husband,Black,Male,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +22,Private,Some-college,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +46,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +24,Federal-gov,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +37,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Male,40,United-States,0 +49,Private,HS-grad,Divorced,Craft-repair,Unmarried,White,Male,40,United-States,0 +44,Federal-gov,Some-college,Never-married,Adm-clerical,Not-in-family,White,Male,50,United-States,1 +21,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,40,United-States,0 +55,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +23,State-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,32,United-States,0 +50,Private,11th,Divorced,Sales,Not-in-family,White,Female,40,United-States,0 +44,Private,Assoc-voc,Married-civ-spouse,Adm-clerical,Other-relative,White,Female,20,United-States,0 +48,Private,Some-college,Married-civ-spouse,Craft-repair,Other-relative,Asian-Pac-Islander,Male,40,Cambodia,1 +38,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,70,United-States,1 +48,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +39,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +52,Federal-gov,HS-grad,Married-civ-spouse,Adm-clerical,Husband,White,Male,44,United-States,1 +63,Private,HS-grad,Widowed,Other-service,Other-relative,White,Female,40,United-States,0 +48,Private,HS-grad,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,1 +37,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +26,State-gov,Masters,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +50,Self-emp-inc,11th,Never-married,Exec-managerial,Other-relative,White,Male,40,United-States,1 +47,Self-emp-not-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +19,Private,HS-grad,Never-married,Craft-repair,Other-relative,White,Female,15,United-States,0 +34,Private,Some-college,Never-married,Adm-clerical,Unmarried,White,Female,40,Germany,0 +29,Local-gov,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +33,Private,HS-grad,Never-married,Tech-support,Not-in-family,White,Male,45,United-States,0 +53,Private,Some-college,Married-civ-spouse,Prof-specialty,Wife,White,Female,24,United-States,0 +24,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +39,Private,Some-college,Divorced,Transport-moving,Not-in-family,White,Male,65,United-States,0 +50,Self-emp-not-inc,Assoc-acdm,Never-married,Sales,Not-in-family,White,Female,5,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +22,Private,Assoc-voc,Never-married,Sales,Not-in-family,Black,Female,25,United-States,0 +42,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,42,United-States,0 +23,Private,12th,Never-married,Sales,Own-child,White,Female,25,United-States,0 +22,Private,11th,Divorced,Sales,Own-child,White,Male,50,United-States,0 +65,Private,5th-6th,Widowed,Machine-op-inspct,Not-in-family,White,Female,10,Italy,0 +34,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,44,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,20,United-States,0 +38,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +45,Self-emp-not-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,80,United-States,0 +19,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Male,40,United-States,0 +46,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Female,8,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,20,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +59,Private,Bachelors,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,0 +36,State-gov,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +35,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,45,United-States,1 +51,Private,Some-college,Never-married,Exec-managerial,Not-in-family,White,Female,12,United-States,0 +42,Local-gov,Bachelors,Divorced,Prof-specialty,Unmarried,Black,Female,30,United-States,0 +35,Private,Masters,Never-married,Sales,Not-in-family,White,Female,40,United-States,0 +20,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,38,United-States,0 +25,Private,HS-grad,Never-married,Other-service,Other-relative,Asian-Pac-Islander,Male,60,,0 +41,Private,10th,Never-married,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +40,Private,HS-grad,Divorced,Transport-moving,Not-in-family,White,Male,35,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Exec-managerial,Wife,White,Female,37,United-States,0 +34,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,1 +44,Self-emp-not-inc,Bachelors,Never-married,Sales,Not-in-family,White,Male,42,United-States,0 +31,Federal-gov,Bachelors,Separated,Prof-specialty,Not-in-family,White,Male,40,United-States,0 +41,Local-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +43,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +43,Private,Masters,Never-married,Tech-support,Not-in-family,White,Female,40,United-States,0 +58,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +19,Private,Some-college,Never-married,Sales,Own-child,White,Female,30,United-States,0 +43,Local-gov,Bachelors,Married-civ-spouse,Protective-serv,Husband,White,Male,55,United-States,1 +50,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,45,United-States,0 +44,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +46,Private,HS-grad,Divorced,Machine-op-inspct,Unmarried,White,Male,38,United-States,0 +52,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +52,Self-emp-not-inc,HS-grad,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +18,Private,12th,Never-married,Adm-clerical,Own-child,White,Female,12,United-States,0 +29,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,55,United-States,0 +19,,HS-grad,Married-civ-spouse,,Wife,White,Female,36,United-States,0 +34,Private,Bachelors,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +23,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,Black,Male,40,United-States,0 +64,State-gov,Some-college,Separated,Adm-clerical,Not-in-family,White,Female,65,United-States,0 +68,Private,10th,Divorced,Transport-moving,Not-in-family,White,Male,20,United-States,0 +42,State-gov,HS-grad,Never-married,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,60,United-States,1 +41,Self-emp-inc,HS-grad,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,0 +22,State-gov,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,0 +67,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,1 +27,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,Asian-Pac-Islander,Male,40,Philippines,1 +25,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +49,,HS-grad,Married-civ-spouse,,Wife,White,Female,60,United-States,0 +28,Private,Assoc-acdm,Never-married,Handlers-cleaners,Not-in-family,White,Male,45,United-States,0 +51,Federal-gov,Doctorate,Married-civ-spouse,Prof-specialty,Husband,Asian-Pac-Islander,Male,40,Vietnam,1 +23,Local-gov,Bachelors,Never-married,Prof-specialty,Own-child,Asian-Pac-Islander,Female,35,China,0 +19,Private,12th,Never-married,Other-service,Own-child,White,Female,15,United-States,0 +72,,5th-6th,Widowed,,Not-in-family,White,Female,40,United-States,0 +33,Private,Some-college,Never-married,Other-service,Not-in-family,White,Male,35,United-States,0 +53,Private,Some-college,Divorced,Craft-repair,Not-in-family,White,Male,20,United-States,0 +35,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,White,Male,40,United-States,0 +31,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +18,Private,12th,Never-married,Sales,Own-child,White,Female,20,United-States,0 +45,Private,Assoc-voc,Divorced,Handlers-cleaners,Not-in-family,White,Female,40,United-States,0 +28,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Female,30,,0 +22,Local-gov,5th-6th,Never-married,Handlers-cleaners,Other-relative,White,Male,40,Guatemala,1 +55,Private,Some-college,Divorced,Tech-support,Not-in-family,White,Male,40,United-States,0 +45,Private,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +22,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,37,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,60,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Own-child,White,Male,40,United-States,0 +19,Private,11th,Never-married,Sales,Own-child,Black,Female,35,United-States,0 +37,Self-emp-not-inc,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +50,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +31,Private,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,35,United-States,0 +40,Private,Preschool,Never-married,Other-service,Not-in-family,White,Female,20,United-States,0 +51,Private,9th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +56,Private,HS-grad,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +21,Private,Some-college,Never-married,Tech-support,Own-child,White,Female,35,United-States,0 +40,Private,Assoc-voc,Married-civ-spouse,Exec-managerial,Husband,White,Male,44,United-States,1 +22,Private,Some-college,Never-married,Exec-managerial,Unmarried,Black,Female,40,Jamaica,0 +47,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +44,Private,HS-grad,Married-civ-spouse,Exec-managerial,Husband,Amer-Indian-Eskimo,Male,40,United-States,0 +30,Private,Some-college,Never-married,Adm-clerical,Not-in-family,Other,Male,40,,0 +44,Local-gov,Some-college,Divorced,Other-service,Unmarried,White,Female,40,United-States,0 +41,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +47,Private,Assoc-acdm,Divorced,Sales,Own-child,White,Male,44,United-States,0 +26,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,Germany,1 +34,Private,Assoc-voc,Never-married,Tech-support,Not-in-family,Black,Male,40,United-States,0 +47,Private,Prof-school,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +36,Private,HS-grad,Separated,Adm-clerical,Not-in-family,White,Female,38,United-States,0 +21,Private,Assoc-voc,Married-civ-spouse,Farming-fishing,Husband,White,Male,46,United-States,0 +45,State-gov,Bachelors,Divorced,Protective-serv,Not-in-family,White,Male,40,United-States,0 +33,Private,HS-grad,Separated,Craft-repair,Not-in-family,Amer-Indian-Eskimo,Male,35,Hong,0 +33,Private,HS-grad,Never-married,Machine-op-inspct,Not-in-family,White,Male,65,United-States,0 +58,Self-emp-not-inc,HS-grad,Divorced,Farming-fishing,Unmarried,White,Female,10,United-States,0 +31,Private,Assoc-acdm,Divorced,Craft-repair,Not-in-family,White,Male,50,United-States,1 +32,Self-emp-not-inc,Some-college,Married-civ-spouse,Farming-fishing,Husband,White,Male,50,United-States,1 +44,Federal-gov,Bachelors,Widowed,Exec-managerial,Unmarried,White,Female,40,United-States,1 +24,Private,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Other-service,Husband,Amer-Indian-Eskimo,Male,20,United-States,1 +43,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +49,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +37,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Wife,White,Female,50,United-States,0 +42,Self-emp-not-inc,Bachelors,Never-married,Farming-fishing,Own-child,White,Male,35,United-States,0 +31,Private,Some-college,Married-civ-spouse,Other-service,Husband,Asian-Pac-Islander,Male,55,,1 +19,Private,HS-grad,Never-married,Other-service,Own-child,White,Female,25,United-States,0 +41,Private,Doctorate,Never-married,Machine-op-inspct,Not-in-family,White,Female,40,United-States,1 +51,Self-emp-inc,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,30,United-States,0 +51,Self-emp-inc,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,60,United-States,1 +63,Private,10th,Widowed,Other-service,Not-in-family,White,Female,31,United-States,0 +39,Federal-gov,Some-college,Married-civ-spouse,Adm-clerical,Husband,White,Male,40,United-States,1 +30,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +62,Without-pay,Some-college,Married-civ-spouse,Adm-clerical,Wife,White,Female,16,United-States,0 +27,Private,HS-grad,Never-married,Craft-repair,Other-relative,Other,Male,40,Nicaragua,0 +32,Private,11th,Married-civ-spouse,Craft-repair,Husband,White,Male,30,United-States,0 +37,Local-gov,Bachelors,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,1 +47,Local-gov,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +31,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,43,United-States,1 +42,Private,HS-grad,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +37,Private,Assoc-voc,Married-spouse-absent,Sales,Unmarried,Black,Female,32,United-States,0 +60,Private,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,34,United-States,0 +42,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,72,United-States,1 +38,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,36,United-States,1 +24,Private,Assoc-acdm,Never-married,Prof-specialty,Own-child,Black,Male,20,United-States,0 +34,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,45,United-States,0 +20,,Some-college,Never-married,,Own-child,White,Female,30,United-States,0 +29,Local-gov,Some-college,Never-married,Protective-serv,Own-child,White,Male,48,United-States,0 +90,Private,HS-grad,Widowed,Adm-clerical,Unmarried,White,Female,25,United-States,0 +55,Private,12th,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,Italy,0 +36,Private,HS-grad,Never-married,Handlers-cleaners,Not-in-family,White,Male,40,United-States,0 +49,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,60,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +17,Private,11th,Never-married,Other-service,Own-child,White,Male,25,United-States,0 +54,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,0 +26,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Male,10,United-States,0 +44,Private,Assoc-acdm,Never-married,Exec-managerial,Not-in-family,Asian-Pac-Islander,Female,50,United-States,0 +28,Private,Bachelors,Never-married,Prof-specialty,Own-child,Black,Female,40,United-States,0 +54,Local-gov,Doctorate,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +21,Private,9th,Never-married,Machine-op-inspct,Own-child,Black,Male,20,United-States,0 +24,Private,Assoc-voc,Never-married,Transport-moving,Not-in-family,White,Male,40,United-States,0 +31,Private,HS-grad,Never-married,Other-service,Not-in-family,White,Female,56,United-States,0 +59,,Some-college,Never-married,,Not-in-family,Black,Female,40,United-States,0 +41,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,48,United-States,1 +29,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +50,Private,Bachelors,Married-civ-spouse,Tech-support,Husband,White,Male,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,50,United-States,1 +42,Private,Some-college,Divorced,Machine-op-inspct,Not-in-family,White,Female,40,United-States,0 +47,Private,HS-grad,Married-civ-spouse,Exec-managerial,Wife,White,Female,30,United-States,1 +44,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +49,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,Columbia,0 +61,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +65,Local-gov,7th-8th,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +45,Local-gov,HS-grad,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +59,Private,HS-grad,Divorced,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +30,Never-worked,HS-grad,Married-civ-spouse,,Wife,Black,Female,40,United-States,0 +34,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +24,Private,1st-4th,Married-civ-spouse,Handlers-cleaners,Other-relative,White,Male,40,Mexico,0 +42,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,,1 +37,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +36,Private,10th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +21,,Some-college,Never-married,,Own-child,White,Male,40,United-States,0 +54,Private,Masters,Divorced,Prof-specialty,Not-in-family,White,Female,40,United-States,1 +34,Private,12th,Married-spouse-absent,Handlers-cleaners,Unmarried,White,Male,35,Mexico,0 +41,Private,Some-college,Divorced,Machine-op-inspct,Own-child,White,Male,40,Italy,0 +18,Never-worked,Some-college,Never-married,,Own-child,White,Male,4,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +23,Federal-gov,HS-grad,Never-married,Armed-Forces,Not-in-family,White,Male,8,United-States,0 +63,,Some-college,Divorced,,Not-in-family,White,Female,5,United-States,0 +34,Private,Bachelors,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,1 +54,Private,HS-grad,Widowed,Sales,Not-in-family,White,Female,37,United-States,0 +37,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,72,Mexico,0 +54,State-gov,HS-grad,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +22,Local-gov,Some-college,Never-married,Protective-serv,Other-relative,White,Female,43,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +42,State-gov,Some-college,Divorced,Adm-clerical,Own-child,White,Male,40,United-States,0 +31,State-gov,Some-college,Never-married,Other-service,Own-child,White,Female,37,United-States,0 +48,Private,Doctorate,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +28,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,Hong,0 +31,Private,10th,Divorced,Craft-repair,Not-in-family,White,Male,38,United-States,0 +28,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,0 +24,Private,12th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,United-States,0 +50,Private,HS-grad,Divorced,Craft-repair,Not-in-family,White,Female,45,United-States,0 +26,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,72,Mexico,0 +37,Self-emp-inc,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,50,United-States,1 +24,Private,5th-6th,Married-spouse-absent,Farming-fishing,Not-in-family,White,Male,40,Mexico,0 +18,,11th,Never-married,,Own-child,White,Female,25,United-States,0 +32,Private,HS-grad,Never-married,Other-service,Unmarried,Black,Female,40,United-States,0 +23,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,55,Ireland,0 +33,Local-gov,HS-grad,Divorced,Transport-moving,Not-in-family,White,Female,35,United-States,0 +49,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +75,Self-emp-not-inc,Masters,Widowed,Sales,Not-in-family,White,Male,45,United-States,0 +74,Self-emp-not-inc,Bachelors,Widowed,Craft-repair,Not-in-family,White,Male,8,Germany,1 +26,Private,Some-college,Married-civ-spouse,Machine-op-inspct,Husband,Black,Male,40,United-States,0 +66,,HS-grad,Widowed,,Unmarried,White,Female,40,United-States,0 +34,Private,Bachelors,Married-spouse-absent,Adm-clerical,Not-in-family,White,Female,45,United-States,0 +18,Private,12th,Never-married,Other-service,Own-child,White,Male,12,United-States,0 +33,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +36,State-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,White,Female,20,United-States,1 +44,Private,Bachelors,Married-civ-spouse,Transport-moving,Husband,White,Male,55,United-States,0 +36,Private,11th,Never-married,Craft-repair,Not-in-family,Black,Female,40,United-States,0 +53,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +60,Private,7th-8th,Married-spouse-absent,Machine-op-inspct,Not-in-family,White,Male,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,Portugal,0 +36,Private,10th,Divorced,Transport-moving,Unmarried,White,Male,48,United-States,0 +35,Private,Assoc-voc,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +45,Self-emp-not-inc,Assoc-voc,Married-civ-spouse,Prof-specialty,Husband,White,Male,20,United-States,0 +23,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Male,15,United-States,0 +35,Private,Some-college,Divorced,Adm-clerical,Unmarried,White,Female,55,United-States,0 +34,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,42,United-States,1 +46,Private,Preschool,Married-civ-spouse,Machine-op-inspct,Other-relative,Black,Male,75,Dominican-Republic,0 +58,State-gov,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +55,Local-gov,Masters,Never-married,Prof-specialty,Not-in-family,White,Female,45,United-States,0 +63,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +41,Self-emp-not-inc,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +45,Private,Assoc-voc,Married-civ-spouse,Craft-repair,Husband,White,Male,76,United-States,0 +41,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,1 +42,Private,HS-grad,Never-married,Sales,Unmarried,White,Female,40,United-States,0 +90,Local-gov,7th-8th,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,0 +41,Private,HS-grad,Never-married,Sales,Own-child,White,Male,40,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +53,Self-emp-not-inc,Prof-school,Never-married,Prof-specialty,Not-in-family,Asian-Pac-Islander,Male,40,Philippines,1 +49,Self-emp-not-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,Scotland,1 +51,Private,Some-college,Married-civ-spouse,Exec-managerial,Husband,White,Male,60,United-States,1 +22,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +23,Private,Assoc-voc,Never-married,Other-service,Not-in-family,White,Female,40,United-States,0 +59,Private,HS-grad,Married-civ-spouse,Handlers-cleaners,Husband,White,Male,40,United-States,1 +40,Private,HS-grad,Divorced,Craft-repair,Not-in-family,Asian-Pac-Islander,Female,40,Japan,0 +28,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,70,United-States,0 +39,Private,HS-grad,Separated,Other-service,Not-in-family,White,Female,40,El-Salvador,0 +25,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,37,United-States,0 +48,State-gov,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +62,Private,9th,Married-civ-spouse,Other-service,Husband,Black,Male,42,United-States,0 +44,Local-gov,HS-grad,Divorced,Adm-clerical,Unmarried,White,Female,40,United-States,0 +28,Federal-gov,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Male,50,United-States,0 +62,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,45,United-States,0 +32,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +59,Federal-gov,HS-grad,Married-civ-spouse,Sales,Wife,White,Female,40,United-States,1 +20,Private,Some-college,Never-married,Adm-clerical,Other-relative,White,Female,20,United-States,0 +40,Private,Assoc-acdm,Separated,Tech-support,Unmarried,White,Female,32,United-States,0 +47,Private,Some-college,Married-civ-spouse,Other-service,Husband,White,Male,47,United-States,1 +60,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +55,Private,HS-grad,Separated,Protective-serv,Not-in-family,White,Male,81,United-States,0 +18,Private,12th,Never-married,Adm-clerical,Own-child,White,Male,35,United-States,0 +43,Private,Bachelors,Never-married,Adm-clerical,Not-in-family,White,Male,40,United-States,0 +31,Self-emp-not-inc,HS-grad,Divorced,Other-service,Not-in-family,White,Male,35,United-States,0 +22,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,50,United-States,0 +56,Private,HS-grad,Divorced,Tech-support,Not-in-family,Black,Female,40,United-States,0 +41,Private,HS-grad,Separated,Adm-clerical,Unmarried,White,Female,40,United-States,0 +24,Private,HS-grad,Never-married,Other-service,Other-relative,White,Male,30,United-States,0 +42,Private,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,1 +53,Local-gov,Some-college,Married-civ-spouse,Protective-serv,Husband,White,Male,40,United-States,1 +52,Local-gov,7th-8th,Never-married,Other-service,Other-relative,Black,Female,40,United-States,0 +42,Private,Some-college,Married-civ-spouse,Craft-repair,Husband,White,Male,89,United-States,1 +48,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,Portugal,0 +35,Private,HS-grad,Divorced,Other-service,Not-in-family,White,Female,40,United-States,0 +33,Private,11th,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +20,Private,Some-college,Never-married,Adm-clerical,Own-child,White,Female,40,United-States,0 +33,Private,Some-college,Never-married,Sales,Own-child,White,Male,45,United-States,0 +30,Private,Bachelors,Never-married,Sales,Not-in-family,White,Male,40,United-States,0 +31,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,40,United-States,0 +29,Private,HS-grad,Never-married,Sales,Not-in-family,White,Female,25,United-States,0 +26,Private,HS-grad,Never-married,Craft-repair,Own-child,White,Male,48,United-States,0 +61,Private,Some-college,Divorced,Other-service,Not-in-family,Black,Male,40,United-States,0 +45,Private,5th-6th,Married-civ-spouse,Machine-op-inspct,Husband,White,Male,40,,0 +29,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,45,United-States,0 +57,Self-emp-not-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +33,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +20,Private,Some-college,Never-married,Sales,Not-in-family,White,Female,56,United-States,0 +26,Private,Bachelors,Never-married,Prof-specialty,Not-in-family,White,Female,40,United-States,0 +36,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,55,United-States,1 +23,Private,Bachelors,Never-married,Exec-managerial,Not-in-family,White,Female,50,United-States,0 +31,Private,HS-grad,Married-civ-spouse,Other-service,Wife,Black,Female,35,United-States,0 +47,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +61,Private,11th,Widowed,Handlers-cleaners,Not-in-family,White,Female,30,United-States,0 +35,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,0 +23,Private,1st-4th,Married-civ-spouse,Machine-op-inspct,Wife,Amer-Indian-Eskimo,Female,35,Mexico,0 +20,,HS-grad,Never-married,,Own-child,White,Male,40,United-States,0 +41,Private,HS-grad,Divorced,Other-service,Unmarried,White,Female,32,United-States,0 +39,Federal-gov,Bachelors,Married-civ-spouse,Adm-clerical,Wife,Asian-Pac-Islander,Female,40,Philippines,0 +51,Local-gov,Doctorate,Divorced,Exec-managerial,Not-in-family,White,Female,45,United-States,1 +61,Self-emp-not-inc,7th-8th,Married-civ-spouse,Farming-fishing,Husband,White,Male,56,United-States,0 +51,Private,7th-8th,Divorced,Machine-op-inspct,Not-in-family,White,Female,48,United-States,0 +36,Private,Preschool,Divorced,Other-service,Not-in-family,Other,Male,72,Mexico,0 +41,Self-emp-not-inc,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,0 +34,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Female,35,United-States,0 +25,Private,HS-grad,Married-civ-spouse,Transport-moving,Husband,White,Male,40,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,50,United-States,1 +19,Private,HS-grad,Never-married,Craft-repair,Not-in-family,White,Male,49,United-States,0 +66,Self-emp-not-inc,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,20,United-States,1 +23,Private,Bachelors,Never-married,Prof-specialty,Own-child,White,Male,40,United-States,0 +30,Self-emp-not-inc,Some-college,Married-spouse-absent,Craft-repair,Own-child,White,Male,60,United-States,1 +53,Private,Some-college,Married-civ-spouse,Transport-moving,Husband,White,Male,45,United-States,1 +25,Private,Some-college,Never-married,Other-service,Not-in-family,Black,Male,40,United-States,0 +18,Private,HS-grad,Never-married,Sales,Own-child,White,Female,20,United-States,0 +51,Private,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +61,Private,HS-grad,Widowed,Craft-repair,Not-in-family,Black,Female,50,United-States,0 +53,Private,HS-grad,Widowed,Machine-op-inspct,Unmarried,Black,Female,38,United-States,0 +17,Private,10th,Never-married,Other-service,Own-child,White,Male,20,United-States,0 +61,Private,7th-8th,Married-civ-spouse,Craft-repair,Husband,White,Male,40,United-States,0 +44,Self-emp-inc,Masters,Married-civ-spouse,Sales,Husband,White,Male,50,,1 +38,Private,9th,Married-civ-spouse,Transport-moving,Husband,Black,Male,40,United-States,0 +40,Private,Some-college,Separated,Exec-managerial,Unmarried,White,Female,20,United-States,0 +32,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,32,United-States,0 +46,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,45,United-States,1 +50,Private,Some-college,Divorced,Adm-clerical,Not-in-family,White,Female,40,United-States,0 +36,Self-emp-not-inc,Bachelors,Married-civ-spouse,Sales,Husband,White,Male,50,United-States,1 +30,Self-emp-not-inc,11th,Married-spouse-absent,Craft-repair,Not-in-family,White,Male,30,Honduras,0 +33,Private,Masters,Married-civ-spouse,Tech-support,Husband,Asian-Pac-Islander,Male,50,United-States,1 +36,Private,Bachelors,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +85,Private,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,3,Poland,0 +62,Private,HS-grad,Widowed,Adm-clerical,Not-in-family,White,Female,32,United-States,0 +24,Private,Bachelors,Never-married,Machine-op-inspct,Not-in-family,White,Female,32,United-States,0 +48,Self-emp-inc,HS-grad,Married-civ-spouse,Craft-repair,Husband,White,Male,50,United-States,1 +58,Local-gov,HS-grad,Married-civ-spouse,Other-service,Husband,White,Male,40,United-States,0 +45,Self-emp-inc,Bachelors,Married-civ-spouse,Exec-managerial,Husband,White,Male,45,United-States,1 +66,Private,HS-grad,Widowed,Exec-managerial,Not-in-family,White,Female,25,United-States,0 +37,Private,Prof-school,Married-civ-spouse,Prof-specialty,Husband,White,Male,45,United-States,1 +55,Private,9th,Married-civ-spouse,Craft-repair,Husband,White,Male,48,United-States,0 +39,Self-emp-not-inc,HS-grad,Never-married,Exec-managerial,Not-in-family,White,Male,65,United-States,0 +58,Self-emp-inc,Doctorate,Never-married,Prof-specialty,Not-in-family,White,Female,99,,0 +50,Private,Doctorate,Divorced,Prof-specialty,Not-in-family,White,Female,50,United-States,0 +28,Private,Some-college,Divorced,Handlers-cleaners,Not-in-family,White,Male,50,United-States,0 +34,Private,Masters,Married-civ-spouse,Prof-specialty,Husband,White,Male,55,United-States,0 +41,Federal-gov,Masters,Divorced,Prof-specialty,Unmarried,White,Female,40,United-States,0 +36,Private,Assoc-acdm,Married-civ-spouse,Craft-repair,Husband,White,Male,52,United-States,1 +22,Private,HS-grad,Never-married,Handlers-cleaners,Unmarried,White,Male,45,United-States,0 +35,Private,12th,Married-civ-spouse,Craft-repair,Husband,White,Male,84,United-States,0 +49,,12th,Divorced,,Other-relative,Black,Male,40,United-States,0 +21,Private,Assoc-acdm,Never-married,Other-service,Own-child,White,Male,40,United-States,0 +64,State-gov,7th-8th,Married-civ-spouse,Other-service,Wife,Black,Female,40,United-States,0 +41,Private,Masters,Married-civ-spouse,Exec-managerial,Husband,White,Male,40,United-States,1 +52,Private,Assoc-voc,Separated,Sales,Unmarried,White,Female,40,United-States,0 +32,Private,Some-college,Married-civ-spouse,Prof-specialty,Husband,White,Male,40,United-States,0 +27,Private,Some-college,Never-married,Other-service,Not-in-family,White,Female,25,United-States,0 +48,Private,Some-college,Divorced,Exec-managerial,Not-in-family,White,Female,40,United-States,0 +28,Private,HS-grad,Married-civ-spouse,Machine-op-inspct,Wife,White,Female,40,United-States,0 +24,Private,Some-college,Married-civ-spouse,Other-service,Own-child,Asian-Pac-Islander,Female,35,United-States,0 +51,Private,Some-college,Married-civ-spouse,Sales,Husband,White,Male,60,United-States,0 +32,Private,Some-college,Never-married,Exec-managerial,Own-child,White,Male,40,United-States,0 +61,Private,HS-grad,Married-civ-spouse,Sales,Husband,Black,Male,40,United-States,0 +60,,9th,Divorced,,Not-in-family,Black,Male,35,United-States,0 +33,Private,HS-grad,Divorced,Adm-clerical,Unmarried,Black,Female,40,United-States,0 +42,Self-emp-not-inc,HS-grad,Divorced,Sales,Own-child,White,Male,50,,0 +24,Private,11th,Divorced,Machine-op-inspct,Unmarried,White,Female,40,United-States,0 +82,,HS-grad,Never-married,,Not-in-family,White,Male,3,United-States,0 +26,Private,Some-college,Never-married,Craft-repair,Not-in-family,White,Male,65,United-States,0 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" full_training_data = pd.concat([y_train.reset_index(drop=True), x_train.reset_index(drop=True)], axis=1)\n", - "\n", - " pzmm.JSONFiles.generate_model_card(\n", - " model_prefix=prefix,\n", - " model_files = path,\n", - " algorithm = str(type(model).__name__),\n", - " train_data = full_training_data,\n", - " train_predictions=train_predict,\n", - " target_type='classification',\n", - " target_value=1,\n", - " interval_vars=predictor_columns,\n", - " selection_statistic='_RASE_',\n", - " )\n", " \n", "username = getpass.getpass()\n", "password = getpass.getpass()\n", @@ -839,13 +826,10 @@ } ], "metadata": { - "interpreter": { - "hash": "f9708d3f38eeab835578f0695c8890716ee809285281a28db6e379a5abca1310" - }, "kernelspec": { - "display_name": "dev-py38", + "display_name": "pandatwo", "language": "python", - "name": "dev-py38" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -857,7 +841,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.9.18" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/examples/pzmm_generate_complete_model_card.ipynb b/examples/pzmm_generate_complete_model_card.ipynb new file mode 100644 index 00000000..f49efd56 --- /dev/null +++ b/examples/pzmm_generate_complete_model_card.ipynb @@ -0,0 +1,1807 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copyright © 2024, SAS Institute Inc., Cary, NC, USA. All Rights Reserved.\n", + "SPDX-License-Identifier: Apache-2.0\n", + "\n", + "# Creating a Complete Model Card for a Python Model using Python-sasctl\n", + "This notebook walks through the steps for building a complete model card for a Python model. \n", + "\n", + "***\n", + "## Table of Contents\n", + "1. [Introduction](#Introduction)\n", + "1. [Gather Resources](#Gather-Resources)\n", + "1. [Explore and Prepare Data](#Explore-and-Prepare-Data)\n", + "1. [Train and Assess Model](#Train-and-Assess-Model)\n", + "1. [Prepare Model Files and Register into SAS Model Manager](#Prepare-Model-Files-and-Register-into-SAS-Model-Manager)\n", + "1. [Conclusion](#Conclusion)\n", + "\n", + "***\n", + "## Introduction\n", + "Model cards were introduced with the SAS Viya 2024.07 release and act as a nutrition label for AI models. The model cards in SAS Viya feature easy-to-understand visuals and actionable takeaways. When designing the model card, SAS made sure it contained useful and digestible information for a variety of stakeholders and would become a natural extension of the model’s lifecycle. As you develop and manage models within SAS Viya, the model card starts to populate. Complete model cards can be built for Python models using the python-sasctl package and tools on SAS Viya. This notebook will review the steps performed via Python-sasctl. \n", + "\n", + "*** \n", + "## Gather Resources \n", + "First, we need to import the packages we will use. Make sure you are using the latest version of python-sasctl!" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Standard Library\n", + "from pathlib import Path\n", + "import warnings\n", + "import os\n", + "import json\n", + "\n", + "# Third Party\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.metrics import classification_report, confusion_matrix\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "import getpass\n", + "\n", + "# Application Specific\n", + "import sasctl.pzmm as pzmm\n", + "from sasctl import Session\n", + "from sasctl.services import model_repository as mr\n", + "\n", + "# Global Package Options\n", + "pd.options.mode.chained_assignment = None # default=\"warn\"\n", + "plt.rc(\"font\", size=14)\n", + "\n", + "# Ignore warnings from pandas about SWAT using a feature that will be depreciated soon\n", + "warnings.simplefilter(action=\"ignore\", category=FutureWarning)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we need to import our data. We are using the [Adult dataset](https://archive.ics.uci.edu/dataset/2/adult) from the UC Irvine Machine Learning Repository. Before bringing the data into this notebook, I removed the fnlwgt and education-num columns and created a binary indicator for the income variable." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shape of data: (32561, 11)\n" + ] + } + ], + "source": [ + "adult = pd.read_csv(\"data/adult.csv\", sep= \",\")\n", + "\n", + "print(\"Shape of data:\", adult.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "***\n", + "## Explore and Prepare Data\n", + "Before moving further, let's explore the dataset. We'll start by looking at a sample of the data. " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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AgeWorkClassEducationMartialStatusOccupationRelationshipRaceSexHoursPerWeekNativeCountryGE50K
039State-govBachelorsNever-marriedAdm-clericalNot-in-familyWhiteMale40United-States0
150Self-emp-not-incBachelorsMarried-civ-spouseExec-managerialHusbandWhiteMale13United-States0
238PrivateHS-gradDivorcedHandlers-cleanersNot-in-familyWhiteMale40United-States0
353Private11thMarried-civ-spouseHandlers-cleanersHusbandBlackMale40United-States0
428PrivateBachelorsMarried-civ-spouseProf-specialtyWifeBlackFemale40Cuba0
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" + ], + "text/plain": [ + " Age WorkClass Education MartialStatus Occupation \\\n", + "0 39 State-gov Bachelors Never-married Adm-clerical \n", + "1 50 Self-emp-not-inc Bachelors Married-civ-spouse Exec-managerial \n", + "2 38 Private HS-grad Divorced Handlers-cleaners \n", + "3 53 Private 11th Married-civ-spouse Handlers-cleaners \n", + "4 28 Private Bachelors Married-civ-spouse Prof-specialty \n", + "\n", + " Relationship Race Sex HoursPerWeek NativeCountry GE50K \n", + "0 Not-in-family White Male 40 United-States 0 \n", + "1 Husband White Male 13 United-States 0 \n", + "2 Not-in-family White Male 40 United-States 0 \n", + "3 Husband Black Male 40 United-States 0 \n", + "4 Wife Black Female 40 Cuba 0 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "adult.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we'll look at missing values. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Age 0\n", + "WorkClass 1836\n", + "Education 0\n", + "MartialStatus 0\n", + "Occupation 1843\n", + "Relationship 0\n", + "Race 0\n", + "Sex 0\n", + "HoursPerWeek 0\n", + "NativeCountry 583\n", + "GE50K 0\n", + "dtype: int64" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "adult.isnull().sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And at the distribution of the continuous variables. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "adult.hist(figsize=(15,15), layout=(4, 4));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's also look at the unique values and value counts for the categorical variables. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Unique Values: \n", + "WorkClass 8\n", + "Education 16\n", + "MartialStatus 7\n", + "Occupation 14\n", + "Relationship 6\n", + "Race 5\n", + "Sex 2\n", + "NativeCountry 41\n", + "dtype: int64\n", + "--------------------------------\n", + "Value Counts: \n", + "WorkClass\n", + "Private 22696\n", + "Self-emp-not-inc 2541\n", + "Local-gov 2093\n", + "State-gov 1298\n", + "Self-emp-inc 1116\n", + "Federal-gov 960\n", + "Without-pay 14\n", + "Never-worked 7\n", + "Name: count, dtype: int64\n", + "--------------------------------\n", + "Education\n", + "HS-grad 10501\n", + "Some-college 7291\n", + "Bachelors 5355\n", + "Masters 1723\n", + "Assoc-voc 1382\n", + "11th 1175\n", + "Assoc-acdm 1067\n", + "10th 933\n", + "7th-8th 646\n", + "Prof-school 576\n", + "9th 514\n", + "12th 433\n", + "Doctorate 413\n", + "5th-6th 333\n", + "1st-4th 168\n", + "Preschool 51\n", + "Name: count, dtype: int64\n", + "--------------------------------\n", + "MartialStatus\n", + "Married-civ-spouse 14976\n", + "Never-married 10683\n", + "Divorced 4443\n", + "Separated 1025\n", + "Widowed 993\n", + "Married-spouse-absent 418\n", + "Married-AF-spouse 23\n", + "Name: count, dtype: int64\n", + "--------------------------------\n", + "Occupation\n", + "Prof-specialty 4140\n", + "Craft-repair 4099\n", + "Exec-managerial 4066\n", + "Adm-clerical 3770\n", + "Sales 3650\n", + "Other-service 3295\n", + "Machine-op-inspct 2002\n", + "Transport-moving 1597\n", + "Handlers-cleaners 1370\n", + "Farming-fishing 994\n", + "Tech-support 928\n", + "Protective-serv 649\n", + "Priv-house-serv 149\n", + "Armed-Forces 9\n", + "Name: count, dtype: int64\n", + "--------------------------------\n", + "Relationship\n", + "Husband 13193\n", + "Not-in-family 8305\n", + "Own-child 5068\n", + "Unmarried 3446\n", + "Wife 1568\n", + "Other-relative 981\n", + "Name: count, dtype: int64\n", + "--------------------------------\n", + "Race\n", + "White 27816\n", + "Black 3124\n", + "Asian-Pac-Islander 1039\n", + "Amer-Indian-Eskimo 311\n", + "Other 271\n", + "Name: count, dtype: int64\n", + "--------------------------------\n", + "Sex\n", + "Male 21790\n", + "Female 10771\n", + "Name: count, dtype: int64\n", + "--------------------------------\n", + "NativeCountry\n", + "United-States 29170\n", + "Mexico 643\n", + "Philippines 198\n", + "Germany 137\n", + "Canada 121\n", + "Puerto-Rico 114\n", + "El-Salvador 106\n", + "India 100\n", + "Cuba 95\n", + "England 90\n", + "Jamaica 81\n", + "South 80\n", + "China 75\n", + "Italy 73\n", + "Dominican-Republic 70\n", + "Vietnam 67\n", + "Guatemala 64\n", + "Japan 62\n", + "Poland 60\n", + "Columbia 59\n", + "Taiwan 51\n", + "Haiti 44\n", + "Iran 43\n", + "Portugal 37\n", + "Nicaragua 34\n", + "Peru 31\n", + "France 29\n", + "Greece 29\n", + "Ecuador 28\n", + "Ireland 24\n", + "Hong 20\n", + "Cambodia 19\n", + "Trinadad&Tobago 19\n", + "Laos 18\n", + "Thailand 18\n", + "Yugoslavia 16\n", + "Outlying-US(Guam-USVI-etc) 14\n", + "Honduras 13\n", + "Hungary 13\n", + "Scotland 12\n", + "Holand-Netherlands 1\n", + "Name: count, dtype: int64\n", + "--------------------------------\n" + ] + } + ], + "source": [ + "print(\"Unique Values: \")\n", + "print(adult[adult.select_dtypes(include=['object']).columns].nunique())\n", + "print(\"--------------------------------\")\n", + "print(\"Value Counts: \")\n", + "for i in adult.select_dtypes(include=['object']).columns:\n", + " print(adult[i].value_counts())\n", + " print(\"--------------------------------\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There is a lot of unique values for the categorical variables. Let's combine similar categorical values and one-hot-encode our categorical variables. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "df = adult.copy()\n", + "df = df.dropna().reset_index()\n", + "cat_vals = df[[\"WorkClass\", \"Education\", \"MartialStatus\", \"Relationship\", \"Race\", \"Sex\"]]\n", + "df = pd.get_dummies(df, columns=[\"WorkClass\", \"Education\", \"MartialStatus\", \"Relationship\", \"Race\", \"Sex\"])\n", + "df.columns = df.columns.str.replace(' ', '')\n", + "df.columns = df.columns.str.replace('-', '_')\n", + "df = df.drop(['Sex_Male'], axis=1)\n", + "df = pd.concat([df, cat_vals], axis=1).drop('index', axis=1)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The data is looking better, but the martial status, education and work class statuses are a bit too granular. Lets combine some of them to make the job easier for our model." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Age', 'Occupation', 'HoursPerWeek', 'NativeCountry', 'GE50K',\n", + " 'WorkClass_Federal_gov', 'WorkClass_Local_gov', 'WorkClass_Private',\n", + " 'WorkClass_Self_emp_inc', 'WorkClass_Self_emp_not_inc',\n", + " 'WorkClass_State_gov', 'WorkClass_Without_pay', 'Education_10th',\n", + " 'Education_11th', 'Education_12th', 'Education_1st_4th',\n", + " 'Education_5th_6th', 'Education_7th_8th', 'Education_9th',\n", + " 'Education_Assoc_acdm', 'Education_Assoc_voc', 'Education_Bachelors',\n", + " 'Education_Doctorate', 'Education_HS_grad', 'Education_Masters',\n", + " 'Education_Preschool', 'Education_Prof_school',\n", + " 'Education_Some_college', 'MartialStatus_Divorced',\n", + " 'MartialStatus_Married_AF_spouse', 'MartialStatus_Married_civ_spouse',\n", + " 'MartialStatus_Married_spouse_absent', 'MartialStatus_Never_married',\n", + " 'MartialStatus_Separated', 'MartialStatus_Widowed',\n", + " 'Relationship_Husband', 'Relationship_Not_in_family',\n", + " 'Relationship_Other_relative', 'Relationship_Own_child',\n", + " 'Relationship_Unmarried', 'Relationship_Wife',\n", + " 'Race_Amer_Indian_Eskimo', 'Race_Asian_Pac_Islander', 'Race_Black',\n", + " 'Race_Other', 'Race_White', 'Sex_Female', 'WorkClass', 'Education',\n", + " 'MartialStatus', 'Relationship', 'Race', 'Sex', 'Education_Some_HS',\n", + " 'Education_Assoc', 'Education_Adv_Degree', 'Education_No_HS',\n", + " 'WorkClass_Self', 'WorkClass_Gov', 'WorkClass_Other',\n", + " 'MartialStatus_Other'],\n", + " dtype='object')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"Education_Some_HS\"] = df[\"Education_9th\"] | df[\"Education_10th\"] | df[\"Education_11th\"] | df[\"Education_12th\"]\n", + "df[\"Education_Assoc\"] = df[\"Education_Assoc_voc\"] | df[\"Education_Assoc_acdm\"]\n", + "df[\"Education_Adv_Degree\"] = df[\"Education_Masters\"] | df[\"Education_Prof_school\"] | df[\"Education_Doctorate\"]\n", + "df[\"Education_No_HS\"] = df[\"Education_Preschool\"] | df[\"Education_1st_4th\"] | df[\"Education_5th_6th\"] | df[\"Education_7th_8th\"]\n", + "\n", + "df[\"WorkClass_Self\"] = df[\"WorkClass_Self_emp_inc\"] | df[\"WorkClass_Self_emp_not_inc\"]\n", + "df[\"WorkClass_Gov\"] = df[\"WorkClass_Federal_gov\"] | df[\"WorkClass_Local_gov\"] | df[\"WorkClass_State_gov\"]\n", + "df[\"WorkClass_Other\"] = df[\"WorkClass_Without_pay\"] # df[\"WorkClass_Never_worked\"] is fully dropped when all NA values removed\n", + "\n", + "df[\"MartialStatus_Other\"] = df[\"MartialStatus_Married_spouse_absent\"] | df[\"MartialStatus_Married_AF_spouse\"]\n", + "\n", + "df.columns" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If we want the automatically generated score code to leaverage these steps when scoring new data, we can put them in a preprocessing function and pass them into our import_model function call. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def preprocess_function(df):\n", + " cat_vals = df[[\"WorkClass\", \"Education\", \"MartialStatus\", \"Relationship\", \"Race\", \"Sex\"]]\n", + " df = pd.get_dummies(df, columns=[\"WorkClass\", \"Education\", \"MartialStatus\", \"Relationship\", \"Race\", \"Sex\"])\n", + " df.columns = df.columns.str.replace(' ', '')\n", + " df.columns = df.columns.str.replace('-', '_')\n", + " df = df.drop(['Sex_Male'], axis=1)\n", + " if 'index' in df.columns or 'index' in cat_vals.columns:\n", + " df = pd.concat([df, cat_vals], axis=1).drop('index', axis=1)\n", + " # For the model to score correctly, all OHE columns must exist\n", + " input_cols = [\n", + " \"Education_9th\", \"Education_10th\", \"Education_11th\", \"Education_12th\", \"Education_Assoc_voc\", \"Education_Assoc_acdm\", \"Education_Masters\", \"Education_Prof_school\",\n", + " \"Education_Doctorate\", \"Education_Preschool\", \"Education_1st_4th\", \"Education_5th_6th\", \"Education_7th_8th\", \"WorkClass_Self_emp_inc\", \"WorkClass_Self_emp_not_inc\",\n", + " \"WorkClass_Federal_gov\", \"WorkClass_Local_gov\", \"WorkClass_State_gov\", \"WorkClass_Without_pay\", \"WorkClass_Never_worked\", \"MartialStatus_Married_spouse_absent\",\n", + " \"MartialStatus_Married_AF_spouse\", 'MartialStatus_Married_civ_spouse', 'MartialStatus_Never_married', 'MartialStatus_Divorced', 'MartialStatus_Separated', \n", + " 'MartialStatus_Widowed', 'Race_White', 'Race_Black', 'Race_Asian_Pac_Islander', 'Race_Amer_Indian_Eskimo', 'Race_Other', 'Relationship_Husband', \n", + " 'Relationship_Not_in_family', 'Relationship_Own_child', 'Relationship_Unmarried', 'Relationship_Wife', 'Relationship_Other_relative', 'WorkClass_Private',\n", + " 'Education_Bachelors', 'Education_Some_college', 'Education_HS_grad'\n", + " ]\n", + " # OHE columns must be removed after data combination\n", + " predictor_columns = ['Age', 'HoursPerWeek', 'WorkClass_Private', 'WorkClass_Self', 'WorkClass_Gov', \n", + " 'WorkClass_Other', 'Education_HS_grad', 'Education_Some_HS', 'Education_Assoc', 'Education_Some_college',\n", + " 'Education_Bachelors', 'Education_Adv_Degree', 'Education_No_HS', 'MartialStatus_Married_civ_spouse',\n", + " 'MartialStatus_Never_married', 'MartialStatus_Divorced', 'MartialStatus_Separated', 'MartialStatus_Widowed',\n", + " 'MartialStatus_Other', 'Relationship_Husband', 'Relationship_Not_in_family', 'Relationship_Own_child', 'Relationship_Unmarried',\n", + " 'Relationship_Wife', 'Relationship_Other_relative', 'Race_White', 'Race_Black', 'Race_Asian_Pac_Islander',\n", + " 'Race_Amer_Indian_Eskimo', 'Race_Other', 'Sex_Female']\n", + "\n", + " for col in input_cols:\n", + " if col not in df.columns:\n", + " df[col] = 0\n", + " \n", + "\n", + " df[\"Education_Some_HS\"] = df[\"Education_9th\"] | df[\"Education_10th\"] | df[\"Education_11th\"] | df[\"Education_12th\"]\n", + " df[\"Education_Assoc\"] = df[\"Education_Assoc_voc\"] | df[\"Education_Assoc_acdm\"]\n", + " df[\"Education_Adv_Degree\"] = df[\"Education_Masters\"] | df[\"Education_Prof_school\"] | df[\"Education_Doctorate\"]\n", + " df[\"Education_No_HS\"] = df[\"Education_Preschool\"] | df[\"Education_1st_4th\"] | df[\"Education_5th_6th\"] | df[\"Education_7th_8th\"]\n", + "\n", + " df[\"WorkClass_Self\"] = df[\"WorkClass_Self_emp_inc\"] | df[\"WorkClass_Self_emp_not_inc\"]\n", + " df[\"WorkClass_Gov\"] = df[\"WorkClass_Federal_gov\"] | df[\"WorkClass_Local_gov\"] | df[\"WorkClass_State_gov\"]\n", + " df[\"WorkClass_Other\"] = df[\"WorkClass_Without_pay\"] | df[\"WorkClass_Never_worked\"]\n", + "\n", + " df[\"MartialStatus_Other\"] = df[\"MartialStatus_Married_spouse_absent\"] | df[\"MartialStatus_Married_AF_spouse\"]\n", + "\n", + " df = df[predictor_columns]\n", + "\n", + " return df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, let's create a training, testing, and validation set. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "original_columns = ['Age', 'WorkClass', 'Education', 'MartialStatus', \n", + " 'Relationship', 'Race', 'Sex', 'HoursPerWeek', 'GE50K']\n", + "\n", + "original_inputs = ['Age', 'WorkClass', 'Education', 'MartialStatus', \n", + " 'Relationship', 'Race', 'Sex', 'HoursPerWeek']\n", + "\n", + "predictor_columns = ['Age', 'HoursPerWeek', 'WorkClass_Private', 'WorkClass_Self', 'WorkClass_Gov', \n", + " 'WorkClass_Other', 'Education_HS_grad', 'Education_Some_HS', 'Education_Assoc', 'Education_Some_college',\n", + " 'Education_Bachelors', 'Education_Adv_Degree', 'Education_No_HS', 'MartialStatus_Married_civ_spouse',\n", + " 'MartialStatus_Never_married', 'MartialStatus_Divorced', 'MartialStatus_Separated', 'MartialStatus_Widowed',\n", + " 'MartialStatus_Other', 'Relationship_Husband', 'Relationship_Not_in_family', 'Relationship_Own_child', 'Relationship_Unmarried',\n", + " 'Relationship_Wife', 'Relationship_Other_relative', 'Race_White', 'Race_Black', 'Race_Asian_Pac_Islander',\n", + " 'Race_Amer_Indian_Eskimo', 'Race_Other', 'Sex_Female']\n", + "\n", + "target_column = \"GE50K\"\n", + "\n", + "x = df[list(dict.fromkeys(original_columns + predictor_columns))]\n", + "\n", + "y = df[target_column]\n", + "\n", + "x_train_full, x_test_full, y_train, y_test = train_test_split(x, y, test_size=.2, random_state=42)\n", + "x_train_full, x_val_full, y_train, y_val = train_test_split(x_train_full, y_train, test_size=.2, random_state=42)\n", + "\n", + "x_train = x_train_full[predictor_columns]\n", + "x_test = x_test_full[predictor_columns]\n", + "x_val = x_val_full[predictor_columns]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "***\n", + "## Train and Assess Model\n", + "Our data is ready for modeling, so let's train a simple decision tree model!" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "dtc = DecisionTreeClassifier(max_depth=7, min_samples_split=2, min_samples_leaf=2, max_leaf_nodes=500)\n", + "dtc = dtc.fit(x_train, y_train)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Great, let's look at how well our model performed. " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "y_axis =np.array([\"Training\", \"Testing\", \"Validation\"])\n", + "x_axis = np.array([(dtc.score(x_train, y_train)), (dtc.score(x_test, y_test)), (dtc.score(x_val, y_val))])\n", + "\n", + "fig, ax = plt.subplots()\n", + "p = ax.bar(x = y_axis, height = x_axis)\n", + "ax.bar_label(p, label_type='center')\n", + "ax.set_title('Decision Tree Accuarcy Across Each Set')\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prepare Model Files and Register into SAS Model Manager\n", + "Since I'm happy with my model, let's add it into SAS Model Manager with all the metadata it needs to build a Model Card. Once the model is within SAS Model Manager, I can build a complete card by updating the model usage properties, specifying thresholds for Key Performance Indicators (KPIs), and running performance monitoring reports in SAS Model Manager.\n", + "But from our Python development environment, I need to do the following:\n", + "1. Update the variables in the block below to make sure everything matches my current use case. \n", + "1. Connect to SAS Viya. \n", + "1. Create a folder for my output files. \n", + "1. Pickle my model. \n", + "1. Write the input variables to a file. \n", + "1. Write the output variables to a file. \n", + "1. Write the model properties to a file. \n", + "1. Write the file metadata.\n", + "1. Score training, testing, and validation data. \n", + "1. Write model performance statistics to a file. \n", + "1. Assess model bias and fairness (if a potentially sensitive variable is available for assessment). \n", + "1. Generate the last few model card files. \n", + "1. Generate requirements file. \n", + "1. Import model to SAS Model Manager and automatically generate the score code. \n", + "1. Open the model in SAS Model Manager and begin managing the model lifecycle there. \n", + "\n", + "So first, be sure that the variables in the block below match your use case." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 1: Update variables below to fit your needs\n", + "output_directory = 'outputs'\n", + "model_prefix = 'dtc'\n", + "model_object = dtc\n", + "target= \"GE50K\"\n", + "algorithm = \"Decision Tree\"\n", + "description = \"SKLearn Decision Tree Model\"\n", + "assess_bias_var = 'Sex'\n", + "cat_columns = ['WorkClass', 'Education', 'MartialStatus', 'Relationship', 'Race', 'Sex']\n", + "interval_columns = ['Age', 'HoursPerWeek']\n", + "mm_project = \"Salary Classification\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, let's build our connection to SAS Viya. " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 2: Connect to SAS Viya\n", + "username = input(\"Username: \")\n", + "password = getpass.getpass(\"Password: \")\n", + "host = input(\"Viya Environment URL: \")\n", + "sess = Session(host, username, password, protocol=\"http\") # For TLS-enabled servers, change protocol value to \"https\"\n", + "conn = sess.as_swat() # Connect to SWAT through the sasctl authenticated connection\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, let's build our metadata files. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 3: Create folder for output files. \n", + "output_path = Path.cwd() / output_directory / model_prefix\n", + "if not os.path.exists(output_path):\n", + " os.makedirs(output_path)\n", + "\n", + "# Step 4: Pickle model\n", + "pzmm.PickleModel.pickle_trained_model(\n", + " model_prefix=model_prefix,\n", + " trained_model=model_object,\n", + " pickle_path=output_path)\n", + "\n", + "# Step 5: Write input variables file\n", + "pzmm.JSONFiles.write_var_json(input_data=x[original_inputs], is_input=True, json_path=output_path)\n", + "\n", + "# Step 6: Write output variables file\n", + "output_var = pd.DataFrame(columns=[\"EM_CLASSIFICATION\", \"EM_EVENTPROBABILITY\"], data=[[\"A\", 0.5]])\n", + "pzmm.JSONFiles.write_var_json(output_var, is_input=False, json_path=output_path)\n", + "\n", + "# Step 7: Write model properties files\n", + "pzmm.JSONFiles.write_model_properties_json(\n", + " model_name=model_prefix, \n", + " target_variable=target, \n", + " target_values=[\"1\", \"0\"], \n", + " json_path=output_path, \n", + " model_desc=description,\n", + " model_algorithm=algorithm,\n", + " modeler=username,\n", + ")\n", + "\n", + "# Step 8: Write file metadata file\n", + "pzmm.JSONFiles.write_file_metadata_json(model_prefix=model_prefix, json_path=output_path)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, let's score our training, testing, and validation data sets using our model. " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 9: Score training, testing, and validation data \n", + "t1 = 'P_' + target + '1'\n", + "t0 = 'P_' + target + '0'\n", + "ti = 'I_'+ target\n", + "\n", + "train_scored = pd.DataFrame({t1: model_object.predict_proba(x_train)[:,1], \n", + " t0: model_object.predict_proba(x_train)[:,0], \n", + " ti: model_object.predict(x_train), \n", + " target: y_train, \n", + " assess_bias_var: x_train_full[assess_bias_var], \n", + " 'Split': 'Train'})\n", + "\n", + "test_scored = pd.DataFrame({t1: model_object.predict_proba(x_test)[:,1], \n", + " t0: model_object.predict_proba(x_test)[:,0], \n", + " ti: model_object.predict(x_test),\n", + " target: y_test, \n", + " assess_bias_var: x_test_full[assess_bias_var], \n", + " 'Split': 'Testing'})\n", + "\n", + "val_scored = pd.DataFrame({t1: model_object.predict_proba(x_val)[:,1], \n", + " t0: model_object.predict_proba(x_val)[:,0], \n", + " ti: model_object.predict(x_val),\n", + " target: y_val, \n", + " assess_bias_var: x_val_full[assess_bias_var], \n", + " 'Split': 'Validation'})\n", + "\n", + "scored = pd.concat([train_scored, test_scored, val_scored])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And write the performance metrics to a file so we can preserve how our model was performing at the time of training. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 10: Write model statistics files\n", + "pzmm.JSONFiles.calculate_model_statistics(\n", + " target_value=1,\n", + " train_data=train_scored[[target, ti, t1]], \n", + " test_data=test_scored[[target, ti, t1]],\n", + " validate_data=test_scored[[target, ti, t1]],\n", + " json_path=output_path\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Since we also have variables that contain information about protected classes, we can look at bias and fairness information to determine if our model is scoring differently across these classes or if our model performs better on one class over the other. When generating these values, I recommend using a variable where the group values are in a string format. Let's also print the results below since there is a lot of interesting information returned. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 11: Assess Model Bias\n", + "dfs = pzmm.JSONFiles.assess_model_bias(\n", + " score_table=test_scored,\n", + " actual_values=target, \n", + " sensitive_values=assess_bias_var, \n", + " prob_values=[t1, t0], \n", + " levels=['1', '0'], \n", + " json_path=output_path, \n", + " return_dataframes=True \n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Group Metrics: \n" + ] + }, + { + "data": { + "text/html": [ + "
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INTO_EVENTLEVELPREDICTED_EVENTP_GE50K0P_GE50K1VLABEL_DATAROLE__VARIABLE__acc__ase_..._mcll__misccutoff__miscks__nobs__rase__resp__tn__tnr__tp__tpr_
00.052524Female0.1103700.8896300.110370TESTSex0.9066800.068113...0.2804790.0933200.1483941961.00.26098522.0785381707.00.98159971.00.319820
10.180255Male0.3125860.6874140.312586TESTSex0.7779960.149287...0.5010740.2220040.2556484072.00.38637712.2197152599.00.940304569.00.435015
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BASECOMPAREMetricMetricLabelVLABEL_DATAROLE__VARIABLE_maxdiff
0MaleFemaleP_GE50K1Average Predicted: GE50K=1TESTSex0.20221505042769
1FemaleMaleP_GE50K0Average Predicted: GE50K=0TESTSex0.20221505042769
2MaleFemaleTPRTrue Positive RateTESTSex0.11519547070005
3MaleFemaleFPRFalse Positive RateTESTSex0.04129471251588
4FemaleMaleTNRTrue Negative RateTESTSex0.04129471251588
5FemaleMaleFNRFalse Negative RateTESTSex0.11519547070005
6FemaleMaleFDRFalse Discovery RateTESTSex0.0858839713235
7FemaleMaleACCAccuracyTESTSex0.12868419444391
8FemaleMaleCArea under ROCTESTSex0.04113329073887
9MaleFemaleF1F1 ScoreTESTSex0.12037369095155
10FemaleMaleGINIGini CoefficientTESTSex0.08226658147774
11MaleFemaleMISCEVENTEvent Misclassification Rate at CutoffTESTSex0.12868419444391
12MaleFemaleMISCEVENTKSEvent Misclassification Rate at Maximum KSTESTSex0.10725465336337
13MaleFemaleMCEMisclassification RateTESTSex0.12868419444391
14MaleFemaleASEAverage Squared ErrorTESTSex0.08117390649308
15MaleFemaleRASERoot Average Squared ErrorTESTSex0.1253917503238
16MaleFemaleMCLLMulticlass Log LossTESTSex0.22059451243813
17FemaleMalemaxKSBest Kolmogorov-Smirnov along ROCTESTSex0.12528871354234
18MaleFemalecutoffKSKolmogorov-Smirnov at CutoffTESTSex0.07390075818417
19FemaleMaleGAINGainTESTSex2.71511983391718
20FemaleMaleLIFTLiftTESTSex1.97176451211151
21FemaleMaleRESP%% Captured ResponseTESTSex9.85882256055754
22FemaleMaleCUMRESPCumulative %% Captured ResponseTESTSex27.1511983391718
23FemaleMaleCUMLIFTCumulative LiftTESTSex2.71511983391718
24MaleFemalePREDICTED_EVENTAverage Prediction for EventTESTSex0.20221505042769
25MaleFemaleINTO_EVENTProportion into Event LevelTESTSex0.12773118041494
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MetricMetricLabelValueBaseCompareNote_VARIABLE_
0DemographicParityDemographic Parity (Statistical Parity)0.127731MaleFemaleSex
1PredictiveParityPredictive Parity0.202215MaleFemaleSex
2EqualAccuracyEqual Accuracy0.128684FemaleMaleSex
3EqualizedOddsEqualized Odds0.115195MaleFemaleThe maximum TPR difference is greater than the...Sex
4EqualOpportunityEqual Opportunity0.115195MaleFemaleSex
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" + ], + "text/plain": [ + " Metric MetricLabel Value \\\n", + "0 DemographicParity Demographic Parity (Statistical Parity) 0.127731 \n", + "1 PredictiveParity Predictive Parity 0.202215 \n", + "2 EqualAccuracy Equal Accuracy 0.128684 \n", + "3 EqualizedOdds Equalized Odds 0.115195 \n", + "4 EqualOpportunity Equal Opportunity 0.115195 \n", + "\n", + " Base Compare Note \\\n", + "0 Male Female \n", + "1 Male Female \n", + "2 Female Male \n", + "3 Male Female The maximum TPR difference is greater than the... \n", + "4 Male Female \n", + "\n", + " _VARIABLE_ \n", + "0 Sex \n", + "1 Sex \n", + "2 Sex \n", + "3 Sex \n", + "4 Sex " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-------------------------------------------\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(\"Group Metrics: \")\n", + "display(dfs['groupMetricsData'])\n", + "print(\"-------------------------------------------\")\n", + "print(\"Max Differences: \")\n", + "display(dfs['maxDifferencesData'])\n", + "print(\"-------------------------------------------\")\n", + "print(\"Bias Metrics : \")\n", + "display(dfs['biasMetricsData'])\n", + "\n", + "print(\"-------------------------------------------\")\n", + "y_axis =np.array([\"Male\", \"Female\"])\n", + "x_axis = np.array([(dfs['groupMetricsData']['_acc_'][0]), (dfs['groupMetricsData']['_acc_'][1])])\n", + "\n", + "fig, ax = plt.subplots()\n", + "p = ax.bar(x = y_axis, height = x_axis)\n", + "ax.set_title('Model Accuracy')\n", + "plt.show()\n", + "\n", + "print(\"-------------------------------------------\")\n", + "y_axis =np.array([\"Male\", \"Female\"])\n", + "x_axis = np.array([(dfs['groupMetricsData']['PREDICTED_EVENT'][0]), (dfs['groupMetricsData']['PREDICTED_EVENT'][1])])\n", + "\n", + "fig, ax = plt.subplots()\n", + "p = ax.bar(x = y_axis, height = x_axis)\n", + "ax.set_title('Predicted Probability for Salary > $50K')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Our model card is built using a few files new to sasctl and requires that data reside in CAS for SAS Information Catalog, which this new function will handle." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 12: Generate Model Card Function \n", + "train_predict = model_object.predict(x_train)\n", + "\n", + "pzmm.JSONFiles.generate_model_card(\n", + " model_prefix = model_prefix,\n", + " model_files = output_path,\n", + " algorithm = algorithm,\n", + " train_data = x_train_full[original_columns], # changed to x_train_full with original variables (non-OHE'd)\n", + " train_predictions = train_scored[ti],\n", + " target_type='classification',\n", + " target_value=1,\n", + " class_vars=cat_columns, \n", + " interval_vars=interval_columns\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To document the requirements for our score code, lets create a requirements file. Since scikit-learn is installed as scikit-learn but imported as sklearn, we're going to tweak the requirements file to make sure we are referencing scikit-learn correctly. " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[\n", + " {\n", + " \"command\": \"pip install numpy==1.24.3\",\n", + " \"step\": \"install numpy\"\n", + " },\n", + " {\n", + " \"command\": \"pip install pandas==2.1.4\",\n", + " \"step\": \"install pandas\"\n", + " },\n", + " {\n", + " \"command\": \"pip install sklearn==1.3.2\",\n", + " \"step\": \"install sklearn\"\n", + " }\n", + "]\n", + "[\n", + " {\n", + " \"command\": \"pip install numpy==1.24.3\",\n", + " \"step\": \"install numpy\"\n", + " },\n", + " {\n", + " \"command\": \"pip install pandas==2.1.4\",\n", + " \"step\": \"install pandas\"\n", + " },\n", + " {\n", + " \"command\": \"pip install scikit-learn==1.3.2\",\n", + " \"step\": \"install scikit-learn\"\n", + " }\n", + "]\n" + ] + } + ], + "source": [ + "# Step 13: Generate requirements files\n", + "requirements_json = pzmm.JSONFiles.create_requirements_json(output_path)\n", + "\n", + "import json\n", + "print(json.dumps(requirements_json, sort_keys=True, indent=4))\n", + "\n", + "for requirement in requirements_json:\n", + " if 'sklearn' in requirement['step']:\n", + " requirement['command'] = requirement[\"command\"].replace('sklearn', 'scikit-learn')\n", + " requirement['step'] = requirement['step'].replace('sklearn', 'scikit-learn')\n", + "\n", + "print(json.dumps(requirements_json, sort_keys=True, indent=4))\n", + "\n", + "with open(Path(output_path) / \"requirements.json\", \"w\") as req_file:\n", + " req_file.write(json.dumps(requirements_json, indent=4))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Alright, we should have all our files now, so let's import our model and its files into SAS Model Manager! With the following function, we can automatically generate the score code and import the model into SAS Model Manager in one step." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Step 14: Automatically generate score code and import model \n", + "pzmm.ImportModel.import_model(\n", + " model_files=output_path, # Where are the model files?\n", + " model_prefix=model_prefix, # What is the model name?\n", + " project=mm_project, # What is the project name?\n", + " input_data=x_train_full[['Age', 'WorkClass', 'Education', 'MartialStatus', \n", + " 'Relationship', 'Race', 'Sex', 'HoursPerWeek']], # What does example input data look like?\n", + " predict_method=[dtc.predict_proba, [int, int]], # What is the predict method and what does it return?\n", + " score_metrics=[\"EM_CLASSIFICATION\", \"EM_EVENTPROBABILITY\"], # What are the output variables?\n", + " overwrite_model=True, # Overwrite the model if it already exists?\n", + " target_values=[\"0\", \"1\"], # What are the expected values of the target variable?\n", + " target_index=1, # What is the index of the target value in target_values?\n", + " model_file_name=model_prefix + \".pickle\", # How was the model file serialized?\n", + " missing_values=False, # Does the data include missing values?\n", + " preprocess_function=preprocess_function # What do we want to do to the data before we score it?\n", + " )\n", + " # Reinitialize the score_code variable when writing more than one model's score code\n", + "pzmm.ScoreCode.score_code = \"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And now your model is available in SAS Model Manager where you can run the scoring test, update the model usage properties, add Key Performance Indicators (KPIs) thresholds, and run performance monitoring against the model. Managing the rest of the model lifecycle in SAS Model Manager will complete the rest of the model card." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "***\n", + "## Conclusion\n", + "Now you should have the tools you need to create a model card for Python classification and prediction models! \n", + "***" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.18" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/register_scikit_classification_model.py b/examples/register_scikit_classification_model.py index 22498d07..74ee6532 100644 --- a/examples/register_scikit_classification_model.py +++ b/examples/register_scikit_classification_model.py @@ -25,7 +25,7 @@ # Register the model in Model Manager register_model(model, model_name, - input=X, # Use X to determine model inputs + X=X, # Use X to determine model inputs project='Iris', # Register in "Iris" project force=True) # Create project if it doesn't exist @@ -36,5 +36,5 @@ x = X.iloc[0, :] # Call the published module and score the record - result = module.predict(x) + result = module.score(x) print(result) \ No newline at end of file diff --git a/examples/register_scikit_regression_model.py b/examples/register_scikit_regression_model.py index fe6d9f06..9fb3cc62 100644 --- a/examples/register_scikit_regression_model.py +++ b/examples/register_scikit_regression_model.py @@ -28,7 +28,7 @@ project_name = 'Boston Housing' # Register the model in SAS Model Manager - register_model(model, model_name, project_name, input=X, force=True) + register_model(model, model_name, project_name, X=X, force=True) # Publish the model to the real-time scoring engine module = publish_model(model_name, 'maslocal', replace=True) @@ -37,5 +37,5 @@ x = X.iloc[0, :] # Call the published module and score the record - result = module.predict(x) + result = module.score(x) print(result) \ No newline at end of file diff --git a/examples/score_testing_example.ipynb b/examples/score_testing_example.ipynb new file mode 100644 index 00000000..05a76e66 --- /dev/null +++ b/examples/score_testing_example.ipynb @@ -0,0 +1,711 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Model Lifecycle : Build, Import, and Score Test Decision Tree Classifier Models\n", + "\n", + "This notebook provides an example of implementing the entire model lifecycle using the HMEQ data set. Lines of code that must be modified by the user, such as directory paths or the host server are noted with the comment \"_Changes required by user._\".\n", + "\n", + "_**Note:** If you download only this notebook and not the rest of the repository, you must also download the hmeq.csv file and the HMEQPERF_1_Q1.csv file from the data folder in the examples directory. These files are used when executing this notebook example._\n", + "\n", + "_**Note:** This example has the option of utilizing CAS Gateway to run score testing quickly. This option is available for SAS Viya 2025.01 or later and if the user replaces False with True in the section noted by \"_Change to True if your Viya version is compatible with CAS Gateway_\"._\n", + "\n", + "Here are the steps shown in this notebook:\n", + "\n", + "1. Import, review, and preprocess HMEQ data for model training.\n", + "2. Build, train, and assess a Decision Tree Classifer Model.\n", + "3. Score the model and save the resulting JSON information.\n", + "4. Import the model and the associated JSON files into SAS Model Manager.\n", + "4. Score test the results either with or without CAS Gateway and display the results." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Python Package Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Standard Library\n", + "from pathlib import Path\n", + "import warnings\n", + "from requests import HTTPError\n", + "import sys\n", + "\n", + "# Third Party\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.ensemble import GradientBoostingClassifier, RandomForestClassifier\n", + "from sklearn.metrics import classification_report, confusion_matrix\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "\n", + "# Application Specific\n", + "import sasctl.pzmm as pzmm\n", + "from sasctl import Session\n", + "from sasctl._services.score_definitions import ScoreDefinitions as sd\n", + "from sasctl._services.score_execution import ScoreExecution as se" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Global Package Options\n", + "pd.options.mode.chained_assignment = None # default=\"warn\"\n", + "plt.rc(\"font\", size=14)\n", + "# Ignore warnings from pandas about SWAT using a feature that will be depreciated soon\n", + "warnings.simplefilter(action=\"ignore\", category=FutureWarning)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Import and Review Data Set" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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BADLOANMORTDUEVALUEREASONJOBYOJDEROGDELINQCLAGENINQCLNODEBTINC
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" + ], + "text/plain": [ + " BAD LOAN MORTDUE VALUE REASON JOB YOJ DEROG DELINQ \\\n", + "0 0 26800 46236.0 62711.0 DebtCon Office 17.0 0.0 0.0 \n", + "1 0 26900 74982.0 126972.0 DebtCon Office 0.0 0.0 0.0 \n", + "2 0 26900 67144.0 92923.0 DebtCon Other 16.0 0.0 0.0 \n", + "3 0 26900 45763.0 73797.0 DebtCon Other 23.0 NaN 0.0 \n", + "4 0 27000 144901.0 178093.0 DebtCon ProfExe 7.0 0.0 0.0 \n", + "\n", + " CLAGE NINQ CLNO DEBTINC \n", + "0 175.075058 1.0 22.0 33.059934 \n", + "1 315.818911 0.0 23.0 38.325990 \n", + "2 89.112173 1.0 17.0 32.791478 \n", + "3 291.591681 1.0 29.0 39.370858 \n", + "4 331.113972 0.0 34.0 40.566552 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hmeq_data = pd.read_csv(\"data/hmeq.csv\", sep= \",\") # Try \"data/hmeq.csv\" if this does not work\n", + "hmeq_data.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Preprocess Data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "predictor_columns = [\"LOAN\", \"MORTDUE\", \"VALUE\", \"YOJ\", \"DEROG\", \"DELINQ\", \"CLAGE\", \"NINQ\", \"CLNO\", \"DEBTINC\"]\n", + "\n", + "target_column = \"BAD\"\n", + "x = hmeq_data[predictor_columns]\n", + "y = hmeq_data[target_column]\n", + "\n", + "x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=0.3, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# For missing values, impute the data set's mean value\n", + "x_test.fillna(x_test.mean(), inplace=True)\n", + "x_train.fillna(x_train.mean(), inplace=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create, Train, and Assess Model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "dtc = DecisionTreeClassifier(max_depth=7, min_samples_split=2, min_samples_leaf=2, max_leaf_nodes=500)\n", + "dtc = dtc.fit(x_train, y_train)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate the importance of a predictor \n", + "def sort_feature_importance(model, data):\n", + " features = {}\n", + " for importance, name in sorted(zip(model.feature_importances_, data.columns), reverse=True):\n", + " features[name] = str(np.round(importance*100, 2)) + \"%\"\n", + " return features" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DecisionTree
DEBTINC58.35%
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" + ], + "text/plain": [ + " DecisionTree\n", + "DEBTINC 58.35%\n", + "DELINQ 18.57%\n", + "CLAGE 8.07%\n", + "DEROG 4.86%\n", + "VALUE 3.24%\n", + "YOJ 2.78%\n", + "MORTDUE 1.87%\n", + "CLNO 1.2%\n", + "NINQ 0.88%\n", + "LOAN 0.17%" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Displays the percentage weight of the predictors\n", + "importances = pd.DataFrame.from_dict(sort_feature_importance(dtc, x_train), orient=\"index\").rename(columns={0: \"DecisionTree\"})\n", + "importances" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[1427 14]\n", + " [ 272 75]]\n", + " precision recall f1-score support\n", + "\n", + " 0 0.84 0.99 0.91 1441\n", + " 1 0.84 0.22 0.34 347\n", + "\n", + " accuracy 0.84 1788\n", + " macro avg 0.84 0.60 0.63 1788\n", + "weighted avg 0.84 0.84 0.80 1788\n", + "\n", + "Decision Tree Model Accuracy = 84.0%\n" + ] + } + ], + "source": [ + "# Displays model score metrics\n", + "y_dtc_predict = dtc.predict(x_test)\n", + "y_dtc_proba = dtc.predict_proba(x_test)\n", + "print(confusion_matrix(y_test, y_dtc_predict))\n", + "print(classification_report(y_test, y_dtc_predict))\n", + "print(\"Decision Tree Model Accuracy = \" + str(np.round(dtc.score(x_test, y_test)*100,2)) + \"%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Register Model in SAS Model Manager with pzmm" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model DecisionTreeClassifier was successfully pickled and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/DecisionTreeClassifier.pickle.\n" + ] + } + ], + "source": [ + "# Output variables expected in SAS Model Manager. If a classification value is expected to be output, it should be the first metric.\n", + "score_metrics = [\"EM_CLASSIFICATION\", \"EM_EVENTPROBABILITY\"]\n", + "\n", + "# Path to where the model should be stored\n", + "path = Path.cwd() / \"data/hmeqModels/DecisionTreeClassifier\"\n", + "\n", + "# Serialize the models to a pickle format\n", + "pzmm.PickleModel.pickle_trained_model(\n", + " model_prefix=\"DecisionTreeClassifier\",\n", + " trained_model=dtc,\n", + " pickle_path=path,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "inputVar.json was successfully written and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/inputVar.json\n", + "outputVar.json was successfully written and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/outputVar.json\n", + "ModelProperties.json was successfully written and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/ModelProperties.json\n", + "fileMetadata.json was successfully written and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/fileMetadata.json\n" + ] + } + ], + "source": [ + "def write_json_files(data, predict, target, path, prefix): \n", + " # Write input variable mapping to a json file\n", + " pzmm.JSONFiles.write_var_json(input_data=data[predict], is_input=True, json_path=path)\n", + " \n", + " # Set output variables and assign an event threshold, then write output variable mapping\n", + " output_var = pd.DataFrame(columns=score_metrics, data=[[\"A\", 0.5]]) # data argument includes example expected types for outputs\n", + " pzmm.JSONFiles.write_var_json(output_var, is_input=False, json_path=path)\n", + " \n", + " # Write model properties to a json file\n", + " pzmm.JSONFiles.write_model_properties_json(\n", + " model_name=prefix, \n", + " target_variable=target, # Target variable to make predictions about (BAD in this case)\n", + " target_values=[\"1\", \"0\"], # Possible values for the target variable (1 or 0 for binary classification of BAD)\n", + " json_path=path, \n", + " model_desc=f\"Description for the {prefix} model.\",\n", + " model_algorithm=\"\",\n", + " modeler=\"sasdemo\",\n", + " )\n", + " \n", + " # Write model metadata to a json file so that SAS Model Manager can properly identify all model files\n", + " pzmm.JSONFiles.write_file_metadata_json(model_prefix=prefix, json_path=path)\n", + "\n", + "\n", + "write_json_files(hmeq_data, predictor_columns, target_column, path, \"DecisionTreeClassifier\")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dmcas_fitstat.json was successfully written and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/dmcas_fitstat.json\n", + "dmcas_roc.json was successfully written and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/dmcas_roc.json\n", + "dmcas_lift.json was successfully written and saved to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/dmcas_lift.json\n" + ] + } + ], + "source": [ + "import getpass\n", + "def write_model_stats(x_train, y_train, test_predict, test_proba, y_test, model, path, prefix):\n", + " # Calculate train predictions\n", + " train_predict = model.predict(x_train)\n", + " train_proba = model.predict_proba(x_train)\n", + " \n", + " # Assign data to lists of actual and predicted values\n", + " train_data = pd.concat([y_train.reset_index(drop=True), pd.Series(train_predict), pd.Series(data=train_proba[:,1])], axis=1)\n", + " test_data = pd.concat([y_test.reset_index(drop=True), pd.Series(test_predict), pd.Series(data=test_proba[:,1])], axis=1)\n", + " \n", + " # Calculate the model statistics, ROC chart, and Lift chart; then write to json files\n", + " pzmm.JSONFiles.calculate_model_statistics(\n", + " target_value=1, \n", + " prob_value=0.5, \n", + " train_data=train_data, \n", + " test_data=test_data, \n", + " json_path=path\n", + " )\n", + "\n", + " full_training_data = pd.concat([y_train.reset_index(drop=True), x_train.reset_index(drop=True)], axis=1)\n", + " \n", + "username = getpass.getpass()\n", + "password = getpass.getpass()\n", + "host = \"demo.sas.com\" # Changes required by user\n", + "sess = Session(host, username, password, protocol=\"http\") # For TLS-enabled servers, change protocol value to \"https\"\n", + "conn = sess.as_swat() # Connect to SWAT through the sasctl authenticated connection\n", + "\n", + "test_predict = y_dtc_predict\n", + "test_proba = y_dtc_proba\n", + "\n", + "write_model_stats(x_train, y_train, test_predict, test_proba, y_test, dtc, path, \"DecisionTreeClassifier\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "UserWarning: Due to the ambiguity of the provided metrics and prediction return types, the score code assumes that a classification and the target event probability should be returned.\n", + " warn(\n", + "UserWarning: No project with the name or UUID HMEQModels was found.\n", + " warn(f\"No project with the name or UUID {project} was found.\")\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model score code was written successfully to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier/score_DecisionTreeClassifier.py and uploaded to SAS Model Manager.\n", + "All model files were zipped to ~/python-sasctl/examples/data/hmeqModels/DecisionTreeClassifier.\n", + "A new project named HMEQModels was created.\n", + "Model was successfully imported into SAS Model Manager as DecisionTreeClassifier with the following UUID: 1481eec5-48a4-4f52-9baa-d44b3f62f9af.\n" + ] + } + ], + "source": [ + "pzmm.ImportModel.import_model(\n", + " model_files=path,\n", + " model_prefix=\"DecisionTreeClassifier\", # What is the model name?\n", + " project=\"HMEQModels\", # What is the project name?\n", + " input_data=x, # What does example input data look like?\n", + " predict_method=[dtc.predict_proba, [int, int]], # What is the predict method and what does it return?\n", + " score_metrics=score_metrics, # What are the output variables?\n", + " overwrite_model=True, # Overwrite the model if it already exists?\n", + " target_values=[\"0\", \"1\"], # What are the expected values of the target variable?\n", + " target_index=1, # What is the index of the target value in target_values?\n", + " model_file_name=\"DecisionTreeClassifier\" + \".pickle\", # How was the model file serialized?\n", + " missing_values=True # Does the data include missing values?\n", + ")\n", + "# Reinitialize the score_code variable when writing more than one model's score code\n", + "pzmm.ScoreCode.score_code = \"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Implementing Score Testing" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Creating the score definition for this model using the model UUID generated two steps before\n", + "score_definition = sd.create_score_definition(\n", + " score_def_name=\"example_score_def_name\", # Name of the score_definition, which can be any string\n", + " model='DecisionTreeClassifier', # Can use model name, UUID, or dictionary representation of the model\n", + " table_name=\"HMEQPERF_1_Q1\", # Table name for input data\n", + " use_cas_gateway=False, # Change to True if your Viya version is compatible with CAS Gateway. \n", + " table_file='data/HMEQPERF_1_Q1.csv' # add the file path of HMEQPERF_1_Q1 if HMEQPERF_1_Q1 does not yet exist on the server. If the user doesn't need the file path argument, they can comment out this line completely.\n", + ")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Executing the score definition\n", + "score_execution = se.create_score_execution(\n", + " score_definition.get(\"id\"), # Score definition id created in the previous cell\n", + ")\n", + "\n", + "# Prints score_execution_id\n", + "print(score_execution)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Use this function call to wait until the score execution is finished, as get_score_execution_results will throw an error if it hasn't finished\n", + "se.poll_score_execution_state(score_execution)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# The following lines print the output table with scoring results. Ensure that the use_cas_gateway argument is the same as it is in the score definition call.\n", + "score_results = se.get_score_execution_results(score_execution, use_cas_gateway=False)\n", + "score_results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "***" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Using the Score Testing Task\n", + "\n", + "The above commands can be run in a single function call, found in the tasks module of sasctl." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sasctl.tasks import score_model_with_cas\n", + "\n", + "score_model_with_cas(\n", + " score_def_name=\"score_definition_example\",\n", + " model='DecisionTreeClassifier',\n", + " table_name='HMEQPERF_1_Q1', # If this call is made before running the code above, the table_file argument must be included if the file is not yet on the server\n", + " use_cas_gateway=False # Change to True if your Viya version is compatible with CAS Gateway. \n", + ")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/setup.py b/setup.py index 625802ad..d19592c3 100644 --- a/setup.py +++ b/setup.py @@ -42,11 +42,10 @@ def get_file(filename): packages=find_packages(where="src"), package_dir={"": "src"}, python_requires=">=3.6", - install_requires=["pandas>=0.24.0", "requests", "pyyaml", "packaging"], + install_requires=["dill", "pandas>=0.24.0", "requests", "pyyaml", "packaging"], extras_require={ "swat": ["swat"], "GitPython": ["GitPython"], - "numpy": ["numpy"], "scikit-learn": ["scikit-learn"], "kerberos": [ 'kerberos ; platform_system != "Windows"', diff --git a/src/sasctl/__init__.py b/src/sasctl/__init__.py index 7c1e6713..18da61b8 100644 --- a/src/sasctl/__init__.py +++ b/src/sasctl/__init__.py @@ -4,7 +4,7 @@ # Copyright © 2019, SAS Institute Inc., Cary, NC, USA. All Rights Reserved. # SPDX-License-Identifier: Apache-2.0 -__version__ = "1.10.5" +__version__ = "1.11.4" __author__ = "SAS" __credits__ = [ "Yi Jian Ching", @@ -15,6 +15,7 @@ "Jon Walker", "Scott Lindauer", "DJ Moore", + "Samya Potlapalli", ] __license__ = "Apache 2.0" __copyright__ = ( diff --git a/src/sasctl/_services/cas_management.py b/src/sasctl/_services/cas_management.py index 9c245dbe..f2fd7592 100644 --- a/src/sasctl/_services/cas_management.py +++ b/src/sasctl/_services/cas_management.py @@ -29,9 +29,10 @@ def check_keys(valid_keys: list, input_keys: list, parameters: str): String describing the type of parameters that are being tested. - Returns - ------- - raises ValueError if input_keys are not valid + Raises + ------ + ValueError + if input_keys are not valid """ if not all(key in valid_keys for key in input_keys): raise ValueError( @@ -55,10 +56,12 @@ def check_required_key( String describing the type of parameters that are being tested. - Returns - ------- - raises ValueError if required_key is not present. - raises TypeError if required_key is neither a list or a string. + Raises + ------ + ValueError + if required_key is not present. + TypeError + if required_key is neither a list or a string. """ if isinstance(required_key, str): if required_key not in input_keys: @@ -93,7 +96,7 @@ def list_sessions(cls, query_params: dict = None, server: str = None): Returns a collection of sessions available on the CAS server. Parameters - ------ + ---------- query_params : dict, optional Query parameters. Valid keys are `start`, `limit`, `filter`, @@ -129,7 +132,7 @@ def create_session(cls, properties: dict, server: str = None): """Creates a new session on the CAS server. Parameters - ------ + ---------- properties : dict Properties of the session. Valid keys are `authenticationType` (required), @@ -164,7 +167,7 @@ def delete_session( """Terminates a session on the CAS server. Parameters - ------ + ---------- sess_id : str A string indicating the Session id. server : str @@ -225,7 +228,7 @@ def get_caslib(cls, name: str, server: str = None): Returns ------- - RestObj + RestObj or None """ server = server or DEFAULT_SERVER @@ -278,7 +281,7 @@ def get_table(cls, name: str, caslib: Union[str, dict] = None, server: str = Non Returns ------- - RestObj + RestObj or None """ caslib = caslib or DEFAULT_CASLIB @@ -309,7 +312,7 @@ def upload_file( Parameters ---------- - file : str or file-like object + file : str or typing.TextIO File containing data to upload or path to the file. name : str Name of the table to create @@ -321,7 +324,8 @@ def upload_file( header : bool, optional Whether the first row of data contains column headers. Defaults to True. - format_ : {"csv", "xls", "xlsx", "sas7bdat", "sashdat"}, optional + format_ : str, optional + Choose from {"csv", "xls", "xlsx", "sas7bdat", "sashdat"}. File of input `file`. Not required if format can be discerned from the file path. detail : dict, optional @@ -637,6 +641,11 @@ def del_table( Returns ------- RestObj + + Raises + ------ + ValueError + If `query_params` is empty """ server = server or DEFAULT_SERVER diff --git a/src/sasctl/_services/concepts.py b/src/sasctl/_services/concepts.py index f5ed2685..3e18d220 100644 --- a/src/sasctl/_services/concepts.py +++ b/src/sasctl/_services/concepts.py @@ -37,7 +37,7 @@ def assign_concepts( Parameters ---------- - documents : str or dict or list_like: + documents : str or dict or list Documents to analyze. May be either the URI to a CAS table where the documents are currently stored, or an iterable of strings containing the documents' text. @@ -55,8 +55,9 @@ def assign_concepts( model output_postfix : str, optional Text to be added to the end of all output table names. - match_type : {'all', 'longest', 'best'}, optional - Type of matches to return. Defaults to 'all'. + match_type : str, optional + Choose from ``{'all', 'longest', 'best'}``. + Type of matches to return. Defaults to 'all'. enable_facts : bool, optional Whether to enable facts in the results. Defaults to False. language : str, optional @@ -71,8 +72,8 @@ def assign_concepts( See Also -------- - cas_management.get_caslib - cas_management.get_table + .cas_management.CASManagement.get_caslib + .cas_management.CASManagement.get_table """ if documents is None: diff --git a/src/sasctl/_services/data_sources.py b/src/sasctl/_services/data_sources.py index d8ac4523..92140952 100644 --- a/src/sasctl/_services/data_sources.py +++ b/src/sasctl/_services/data_sources.py @@ -40,7 +40,7 @@ def get_provider(cls, provider, refresh=False): A dictionary containing the provider attributes or None. Notes - ------- + ----- If `provider` is a complete representation of the provider it will be returned unless `refresh` is set. This prevents unnecessary REST calls when data is already available on the client. @@ -227,7 +227,7 @@ def table_uri(cls, table): Parameters ---------- - table : dict or CASTable + table : dict or swat.cas.table.CASTable Returns ------- diff --git a/src/sasctl/_services/files.py b/src/sasctl/_services/files.py index 3b58aa13..f439d9d5 100644 --- a/src/sasctl/_services/files.py +++ b/src/sasctl/_services/files.py @@ -5,6 +5,7 @@ # SPDX-License-Identifier: Apache-2.0 import os +from pathlib import Path from sasctl.utils.cli import sasctl_command @@ -40,13 +41,13 @@ def create_file(cls, file, folder=None, filename=None, expiration=None): Parameters ---------- - file : str or file_like + file : str, pathlib.Path, or typing.BinaryIO Path to the file to upload or a file-like object. folder : str or dict, optional - Name, or, or folder information as returned by :func:`.get_folder`. + Name or folder information as returned by :meth:`.get_folder`. filename : str, optional Name to assign to the uploaded file. Defaults to the filename if `file` is a path, otherwise required. - expiration : datetime, optional + expiration : datetime.datetime, optional A timestamp that indicates when to expire the file. Defaults to no expiration. Returns @@ -55,8 +56,8 @@ def create_file(cls, file, folder=None, filename=None, expiration=None): A dictionary containing the file attributes. """ - if isinstance(file, str): - filename = filename or os.path.splitext(os.path.split(file)[1])[0] + if isinstance(file, (str, Path)): + filename = filename or Path(file).name with open(file, "rb") as f: file = f.read() @@ -96,7 +97,8 @@ def get_file_content(cls, file): Returns ------- - content + str + content """ file = cls.get_file(file) diff --git a/src/sasctl/_services/folders.py b/src/sasctl/_services/folders.py index eb33cc63..adc25a7c 100644 --- a/src/sasctl/_services/folders.py +++ b/src/sasctl/_services/folders.py @@ -71,11 +71,12 @@ def get_folder(cls, folder, refresh=False): ---------- folder : str or dict May be one of: - - folder name - - folder ID - - folder path - - folder delegate string - - dictionary representation of the folder + + - folder name + - folder ID + - folder path + - folder delegate string + - dictionary representation of the folder refresh : bool, optional Obtain an updated copy of the folder. diff --git a/src/sasctl/_services/microanalytic_score.py b/src/sasctl/_services/microanalytic_score.py index 6ce2b6b9..08d04a35 100644 --- a/src/sasctl/_services/microanalytic_score.py +++ b/src/sasctl/_services/microanalytic_score.py @@ -102,12 +102,12 @@ def execute_module_step(cls, module, step, return_dict=True, **kwargs): return_dict : bool, optional Whether the results should be returned as a dictionary instead of a tuple - kwargs : any + **kwargs Passed as arguments to the module step Returns ------- - any + Any Results of the step execution. Returned as a dictionary if `return_dict` is True, otherwise returned as a tuple if more than one value is returned, otherwise the single value. @@ -180,8 +180,10 @@ def create_module( name : str description : str source : str - language : str { 'python', 'ds2' } - scope : str { 'public', 'private' } + language : str + Choose from ``{'python','ds2'}`` + scope : str + Choose from ``{'public','private'}`` Returns ------- diff --git a/src/sasctl/_services/model_management.py b/src/sasctl/_services/model_management.py index c90a2660..e91b1aa6 100644 --- a/src/sasctl/_services/model_management.py +++ b/src/sasctl/_services/model_management.py @@ -448,16 +448,16 @@ def create_custom_kpi( model : str or dict The name or id of the model, or a dictionary representation of the model. project : str or dict - The name or id of the project, or a dictionary representation of - the project. + The name or id of the project, or a dictionary representation of + the project. timeLabel : str or list Label associated with the dataset used within the performance definition. kpiName : str or list Name of the custom KPI. kpiValue : int or float or list Value of the custom KPI. - timeSK : int or list, by default None - Indicator for the MM_STD_KPI table to denote performance task order. + timeSK : int or list + Default is None. Indicator for the MM_STD_KPI table to denote performance task order. """ from .model_repository import ModelRepository diff --git a/src/sasctl/_services/model_publish.py b/src/sasctl/_services/model_publish.py index 5ad3cae2..c3fa225f 100644 --- a/src/sasctl/_services/model_publish.py +++ b/src/sasctl/_services/model_publish.py @@ -230,7 +230,8 @@ def create_destination( ---------- name : str Name of the publishing destination. - type_ : {'cas', 'mas', 'hadoop', 'teradata'} + type_ : str + Choose from ``{'cas', 'mas', 'hadoop', 'teradata'}`` Type of publishing definition being created cas_server : str, optional Name of the CAS server. Defaults to 'cas-shared-default'. diff --git a/src/sasctl/_services/model_repository.py b/src/sasctl/_services/model_repository.py index 0971a125..dfbbb95d 100644 --- a/src/sasctl/_services/model_repository.py +++ b/src/sasctl/_services/model_repository.py @@ -65,7 +65,7 @@ def get_astore(cls, model): Returns ---------- - binary? + BinaryIO """ # TODO: Download binary object? @@ -296,10 +296,10 @@ def create_model( properties : dict, optional Custom model properties provided as name: value pairs. Allowed types are int, float, string, datetime.date, and datetime.datetime - input_variables : array_like, optional + input_variables : Iterable, optional Model input variables. By default, these are the same as the model project. - output_variables : array_like, optional + output_variables : Iterable, optional Model output variables. By default, these are the same as the model project. project_version : str @@ -524,7 +524,7 @@ def import_model_from_zip( project : str or dict The name or id of the model project, or a dictionary representation of the project. - file : bytes + file : bytes or file-like object The ZIP file containing the model and contents. description : str The description of the model. @@ -551,9 +551,14 @@ def import_model_from_zip( } params = "&".join("{}={}".format(k, v) for k, v in params.items()) + if not isinstance(file, bytes): + if file.seekable(): + file.seek(0) + file = file.read() + r = cls.post( "/models#octetStream", - data=file.read(), + data=file, params=params, headers={"Content-Type": "application/octet-stream"}, ) @@ -812,10 +817,10 @@ def list_project_versions(cls, project): list of dicts List of dicts representing different project versions. Dict key/value pairs are as follows. - name : str - id : str - number : str - modified : datetime + - name : str + - id : str + - number : str + - modified : datetime """ project_info = cls.get_project(project) diff --git a/src/sasctl/_services/saslogon.py b/src/sasctl/_services/saslogon.py index 807ffdda..64dad1f5 100644 --- a/src/sasctl/_services/saslogon.py +++ b/src/sasctl/_services/saslogon.py @@ -46,7 +46,7 @@ def create_client( The ID to be assigned to the client. client_secret : str The client secret used for authentication. - scopes : list of string, optional + scopes : list of str, optional Specifies the levels of access that the client will be able to obtain on behalf of users when not using client credential authentication. If `allow_password` or `allow_auth_code` are @@ -160,7 +160,7 @@ def list_clients(cls, start_index=None, count=None, descending=False): ---------- start_index : int, optional Index of first client to return. Defaults to 1. - count : int, optiona; + count : int, optional Number of clients to retrieve. Defaults to 100. descending : bool, optional Whether to clients should be returned in descending order. diff --git a/src/sasctl/_services/score_definitions.py b/src/sasctl/_services/score_definitions.py new file mode 100644 index 00000000..448a28c5 --- /dev/null +++ b/src/sasctl/_services/score_definitions.py @@ -0,0 +1,165 @@ +import requests +from requests import HTTPError +import sys + +from pathlib import Path +import json +from typing import Union, Optional + +from ..core import current_session, delete, get, sasctl_command, RestObj +from .cas_management import CASManagement +from .model_repository import ModelRepository +from .service import Service + + +class ScoreDefinitions(Service): + """ + Used for creating and maintaining score definitions. + + The Score Definitions API is used for creating and maintaining score definitions. + + See Also + -------- + `REST Documentation ` + + """ + + _SERVICE_ROOT = "/scoreDefinitions" + _cas_management = CASManagement() + _model_repository = ModelRepository() + + ( + list_definitions, + get_definition, + update_definition, + delete_definition, + ) = Service._crud_funcs("/definitions", "definition") + + @classmethod + def create_score_definition( + cls, + score_def_name: str, + model: Union[str, dict], + table_name: str, + use_cas_gateway: Optional[bool] = False, + table_file: Union[str, Path] = None, + description: str = "", + server_name: str = "cas-shared-default", + library_name: str = "Public", + model_version: str = "latest", + ): + """Creates the score definition service. + + Parameters + -------- + score_def_name: str + Name of score definition. + model : str or dict + The name or id of the model, or a dictionary representation of the model. + table_name: str + A user-inputted table name in CAS Management. + use_cas_gateway: bool, optional + Determines whether object uses CAS Gateway or not. + table_file: str or Path, optional + A user-provided path to an uploadable file. Defaults to None. + description: str, optional + Description of score definition. Defaults to an empty string. + server_name: str, optional + The server within CAS that the table is in. Defaults to "cas-shared-default". + library_name: str, optional + The library within the CAS server the table exists in. Defaults to "Public". + model_version: str, optional + The user-chosen version of the model with the specified model_id. Defaults to "latest". + + Returns + ------- + RestObj + + """ + # Changes object descriptor type to either use or not use CAS Gateway + object_descriptor_type: str + if use_cas_gateway: + object_descriptor_type = "sas.models.model.python" + else: + object_descriptor_type = "sas.models.model.ds2" + + if cls._model_repository.is_uuid(model): + model_id = model + elif isinstance(model, dict) and "id" in model: + model_id = model["id"] + else: + model = cls._model_repository.get_model(model) + if not model: + raise HTTPError( + "This model may not exist in a project or the model may not exist at all." + ) + model_id = model["id"] + + model_project_id = model.get("projectId") + model_project_version_id = model.get("projectVersionId") + model_name = model.get("name") + # Checking if the model exists and if it's in a project + + try: + inputMapping = [] + for input_item in model.get("inputVariables"): + var = { + "mappingValue": input_item["name"], + "mappingType": "datasource", + "variableName": input_item["name"], + } + inputMapping.append(var) + + except: + print("This model does not have the optional 'inputVariables' parameter.") + + # Optional mapping - Maps the variables in the data to the variables of the score object. It's not necessary to create a score definition. + + table = cls._cas_management.get_table(table_name, library_name, server_name) + if not table and not table_file: + raise HTTPError( + f"This table may not exist in CAS. Please include the `table_file` argument in the function call if it doesn't exist." + ) + elif not table and table_file: + cls._cas_management.upload_file( + str(table_file), table_name + ) # do I need to add a check if the file doesn't exist or does upload_file take care of that? + table = cls._cas_management.get_table(table_name, library_name, server_name) + if not table: + raise HTTPError( + f"The file failed to upload properly or another error occurred." + ) + # Checks if the inputted table exists, and if not, uploads a file to create a new table + + save_score_def = { + "name": model_name, # used to be score_def_name + "description": description, + "objectDescriptor": { + "uri": f"/modelManagement/models/{model_id}", + "name": f"{model_name}({model_version})", + "type": f"{object_descriptor_type}", + }, + "inputData": { + "type": "CASTable", + "serverName": server_name, + "libraryName": library_name, + "tableName": table_name, + }, + "properties": { + "tableBaseName": "", + "modelOrigUri": f"/modelRepository/models/{model_id}", + "projectUri": f"/modelRepository/projects/{model_project_id}", + "projectVersionUri": f"/modelRepository/projects/{model_project_id}/projectVersions/{model_project_version_id}", + "publishDestination": "", + "versionedModel": f"{model_name}({model_version})", + }, + "mappings": inputMapping, + } + # Consolidating all of the model and table information to create the score definition information + + headers_score_def = {"Content-Type": "application/json"} + + return cls.post( + "/definitions", data=json.dumps(save_score_def), headers=headers_score_def + ) + # The response information of the score definition can be seen as a JSON as well as a RestOBJ diff --git a/src/sasctl/_services/score_execution.py b/src/sasctl/_services/score_execution.py new file mode 100644 index 00000000..5d464da8 --- /dev/null +++ b/src/sasctl/_services/score_execution.py @@ -0,0 +1,251 @@ +import json +import time +import warnings +from distutils.version import StrictVersion +from typing import Union + +import pandas as pd +from requests import HTTPError + +from .cas_management import CASManagement +from ..core import current_session +from .score_definitions import ScoreDefinitions +from .service import Service + + +class ScoreExecution(Service): + """ + The Score Execution API is used to produce a score by + executing the mapped code generated by score objects using the score definition. + + See Also + -------- + `REST Documentation ` + + """ + + _SERVICE_ROOT = "/scoreExecution" + _cas_management = CASManagement() + _score_definitions = ScoreDefinitions() + _services = Service() + + ( + list_executions, + get_execution, + update_execution, + delete_execution, + ) = Service._crud_funcs("/executions", "execution") + + @classmethod + def create_score_execution( + cls, + score_definition_id: str, + description: str = "", + output_server_name: str = "cas-shared-default", + output_library_name: str = "Public", + output_table_name: str = "", + ): + """Creates the score definition service. + + Parameters + -------- + score_definition_id: str + A score definition id representing score definition existing on the server that needs to be executed. + description: str, optional + Description of score execution. Defaults to an empty string. + output_server_name: str, optional + The name of the output server the output table and output library is stored in. Defaults to "cas-shared-default". + output_library_name: str, optional + The name of the output library the output table is stored in. Defaults to "Public". + output_table_name: str, optional + The name of the output table the score execution or analysis output will be stored in. Defaults to an empty string. + + Returns + ------- + RestObj + + """ + + # Gets information about the scoring object from the score definition + score_definition = cls._score_definitions.get_definition(score_definition_id) + if not score_definition: + raise HTTPError + score_exec_name = score_definition.get("name") + model_uuid = score_definition.get("objectDescriptor").get("uri").split("/")[-1] + model_uri = f"/modelManagement/models/{model_uuid}" + model_name = score_definition.get("objectDescriptor").get("name") + model_input_library = score_definition.get("inputData").get("libraryName") + model_table_name = score_definition.get("inputData").get("tableName") + + # Defining a default output table name if none is provided + if not output_table_name: + output_table_name = f"{model_name}_{score_definition_id}" + + headers_score_exec = {"Content-Type": "application/json"} + + create_score_exec = { + "name": f"{score_exec_name}", + "description": description, + "hints": { + "objectURI": f"{model_uri}", + "inputTableName": f"{model_table_name}", + "inputLibraryName": f"{model_input_library}", + }, + "scoreDefinitionId": f"{score_definition_id}", + "outputTable": { + "tableName": output_table_name, + "libraryName": output_library_name, + "serverName": output_server_name, + }, + } + + # Creating the score execution + score_execution = cls.post( + "executions", + data=json.dumps(create_score_exec), + headers=headers_score_exec, + ) + + return score_execution + + @classmethod + def poll_score_execution_state( + cls, score_execution: Union[dict, str], timeout: int = 300 + ): + """Checks the state of the score execution. + + Parameters + -------- + score_execution: str or dict + A running score_execution. + timeout: int + Time limit for checking the score_execution state. + + Returns + ------- + String + + """ + if type(score_execution) is str: + exec_id = score_execution + else: + exec_id = score_execution.get("id") + + start_poll = time.time() + while time.time() - start_poll < timeout: + score_execution_state = cls.get(f"executions/{exec_id}/state") + if score_execution_state == "completed": + print("Score execution state is 'completed'") + return "completed" + elif score_execution_state == "failed": + # TODO: Grab score execution logs and return those + print("The score execution state is failed.") + return "failed" + elif time.time() - start_poll > timeout: + print("The score execution is still running, but polling time ran out.") + return "timeout" + + @classmethod + def get_score_execution_results( + cls, score_execution: Union[dict, str], use_cas_gateway: False + ): + """Generates an output table for the score_execution results. + + Parameters + -------- + score_execution: str or dict + A running score_execution. + + Returns + ------- + Table reference + + """ + try: + import swat + except ImportError: + swat = None + + if type(score_execution) is str: + score_execution = cls.get_execution(score_execution) + + server_name = score_execution.get("outputTable").get("serverName") + library_name = score_execution.get("outputTable").get("libraryName") + table_name = score_execution.get("outputTable").get("tableName") + + # If swat is not available, then + if not swat: + output_table = cls._no_gateway_get_results( + server_name, library_name, table_name + ) + return output_table + else: + session = current_session() + cas = session.as_swat() + if not use_cas_gateway: + output_table = cls._no_gateway_get_results( + server_name, library_name, table_name + ) + return output_table + else: + cas.loadActionSet("gateway") + gateway_code = f""" +import pandas as pd +import numpy as np + +table = gateway.read_table({{"caslib": "{library_name}", "name": "{table_name}"}}) + +gateway.return_table("Execution Results", df = table, label = "label", title = "title")""" + + output_table = cas.gateway.runlang( + code=gateway_code, single=True, timeout_millis=10000 + ) + output_table = pd.DataFrame(output_table["Execution Results"]) + return output_table + + @classmethod + def _no_gateway_get_results(cls, server_name, library_name, table_name): + """Helper method that builds the output table. + + Parameters + -------- + server_name: str + CAS server where original table is stored. + library_name: CAS library where original table is stored. + table_name: Table that contains row and columns information to build the output table + + Returns + ------- + Pandas Dataframe + + """ + if pd.__version__ >= StrictVersion("1.0.3"): + from pandas import json_normalize + else: + from pandas.io.json import json_normalize + + warnings.warn( + "Without swat installed, the amount of rows from the output table that " + "can be collected are memory limited by the CAS worker." + ) + + output_columns = cls._cas_management.get( + f"servers/{server_name}/" + f"caslibs/{library_name}/" + f"tables/{table_name}/columns?limit=10000" + ) + columns = json_normalize(output_columns) + column_names = columns["name"].to_list() + + session = current_session() + + output_rows = session.get( + f"casRowSets/servers/{server_name}/" + f"caslibs/{library_name}/" + f"tables/{table_name}/rows?limit=10000" + ) + output_table = pd.DataFrame( + json_normalize(output_rows.json()["items"])["cells"].to_list(), + columns=column_names, + ) + return output_table diff --git a/src/sasctl/_services/sentiment_analysis.py b/src/sasctl/_services/sentiment_analysis.py index a8d72a8b..e228aab3 100644 --- a/src/sasctl/_services/sentiment_analysis.py +++ b/src/sasctl/_services/sentiment_analysis.py @@ -37,7 +37,7 @@ def analyze_sentiment( Parameters ---------- - documents : str or dict or list_like: + documents : str or dict or Iterable Documents to analyze. May be either the URI to a CAS table where the documents are currently stored, or an iterable of strings containing the documents' text. @@ -67,8 +67,8 @@ def analyze_sentiment( See Also -------- - cas_management.get_caslib - cas_management.get_table + .cas_management.CASManagement.get_caslib + .cas_management.CASManagement.get_table """ if current_session().version_info() >= 4: diff --git a/src/sasctl/_services/service.py b/src/sasctl/_services/service.py index b1d841f2..b1fd1497 100644 --- a/src/sasctl/_services/service.py +++ b/src/sasctl/_services/service.py @@ -78,7 +78,7 @@ def request(cls, verb, path, session=None, format_="auto", **kwargs): text: Response.text auto: `RestObj` constructed from JSON if possible, otherwise same as `text`. - kwargs : any + **kwargs Additional arguments are passed to the session `request` method. Returns @@ -229,7 +229,7 @@ def get_item(cls, item, refresh=False): A dictionary containing the {item} attributes or None. Notes - ------- + ----- If `item` is a complete representation of the {item} it will be returned unless `refresh` is set. This prevents unnecessary REST calls when data is already available on the client. @@ -369,7 +369,7 @@ def _get_rel(cls, item, rel, *args, func=None, filter_=None): ---------- item : str or dict rel : str - args : any + *args Passed to `func` func : function, optional Callable that takes (item, *args) and returns a RestObj of `item` @@ -408,7 +408,7 @@ def _monitor_job(cls, job, max_retries=60): Returns ------- - job + job : dict Raises ------ diff --git a/src/sasctl/_services/text_categorization.py b/src/sasctl/_services/text_categorization.py index de4cd9cf..80cc2330 100644 --- a/src/sasctl/_services/text_categorization.py +++ b/src/sasctl/_services/text_categorization.py @@ -31,7 +31,7 @@ def categorize( Parameters ---------- - documents : str or dict or list_like: + documents : str or dict or Iterable Documents to parse. May be either the URI to a CAS table where the documents are currently stored, or an iterable of strings containing the documents' text. @@ -60,8 +60,8 @@ def categorize( See Also -------- - cas_management.get_caslib - cas_management.get_table + .cas_management.CASManagement.get_caslib + .cas_management.CASManagement.get_table """ if current_session().version_info() >= 4: diff --git a/src/sasctl/_services/text_parsing.py b/src/sasctl/_services/text_parsing.py index 1bb21776..07b4fb26 100644 --- a/src/sasctl/_services/text_parsing.py +++ b/src/sasctl/_services/text_parsing.py @@ -16,10 +16,10 @@ class TextParsing(Service): Parsing is a key operation in understanding your data. Parsing a document involves the following analyses: - - Identifying terms used in the document - - Recognizing parts of speech for each term - - Identifying which terms are entities (person, country, and so on) - - Resolving synonyms, misspellings, and so on + - Identifying terms used in the document + - Recognizing parts of speech for each term + - Identifying which terms are entities (person, country, and so on) + - Resolving synonyms, misspellings, and so on The output tables that are generated during parsing can also be used in downstream analyses such as topic generation. @@ -56,7 +56,7 @@ def parse_documents( Parameters ---------- - documents : str or dict or list_like: + documents : str or dict or Iterable Documents to parse. May be either the URI to a CAS table where the documents are currently stored, or an iterable of strings containing the documents' text. @@ -97,8 +97,8 @@ def parse_documents( See Also -------- - cas_management.get_caslib - cas_management.get_table + .cas_management.CASManagement.get_caslib + .cas_management.CASManagement.get_table """ if current_session().version_info() >= 4: diff --git a/src/sasctl/core.py b/src/sasctl/core.py index 3940ac2a..8b2ea4ad 100644 --- a/src/sasctl/core.py +++ b/src/sasctl/core.py @@ -113,13 +113,13 @@ def current_session(*args, **kwargs): If call with no arguments, the current session instance is returned, or None if no session has been created yet. If called with an existing session instance, that session will be set as the default. Otherwise, a new - `Session` is instantiated using the provided arguments and set as the + :class:`Session` is instantiated using the provided arguments and set as the default. Parameters ---------- - args : any - kwargs : any + *args + **kwargs Returns ------- @@ -237,19 +237,20 @@ class Session(requests.Session): Parameters ---------- - hostname : str or swat.CAS - Name of the server to connect to or an established swat.CAS session. + hostname : str or swat.cas.connection.CAS + Name of the server to connect to or an established CAS session. username : str, optional Username for authentication. Not required if `host` is a CAS connection, if Kerberos is used, or if `token` is provided. If using Kerberos and an explicit - username is desired, maybe be a string in 'user@REALM' format. + username is desired, maybe be a string in `'user@REALM'` format. password : str, optional Password for authentication. Not required when `host` is a CAS connection, `authinfo` is provided, `token` is provided, or Kerberos is used. authinfo : str, optional Path to a .authinfo or .netrc file from which credentials should be pulled. - protocol : {'http', 'https'} + protocol : str + Choose from ``{'http', 'https'}``. Whether to use HTTP or HTTPS connections. Defaults to `https`. port : int, optional Port number for the connection if a non-standard port is used. @@ -261,7 +262,7 @@ class Session(requests.Session): OAuth token to use for authorization. client_id : str, optional Client ID requesting access. Use if connection to Viya should be - made using `client_credentials` method. + made using "client_credentials" method. client_secret : str, optional Client secret for client requesting access. Required if `client_id` is provided. @@ -271,9 +272,9 @@ class Session(requests.Session): ---------- message_log : logging.Logger A log to which all REST request and response messages will be sent. Attach a handler using - `add_logger()` to capture these messages. + :meth:`add_logger()` to capture these messages. - filters : list of callable + filters : list of Callable A collection of functions that will be called with each request and response object *prior* to logging the messages, allowing any sensitive information to be removed first. @@ -326,7 +327,9 @@ def __init__( def is_ipaddress(hst): return re.match(r"^(?:[0-9]{1,3}\.){3}[0-9]{1,3}$", hst) - verify_hostname = not is_ipaddress(hostname) + # Do not verify hostname if IP address is used. Otherwise, will + # verify that cert hostname matches the hostname used in the URL. + verify_hostname = False if is_ipaddress(hostname) else None adapter = SSLContextAdapter(assert_hostname=verify_hostname) self.mount("https://", adapter) @@ -450,11 +453,11 @@ def add_logger(self, handler, level=None): A Handler instance to use for logging the requests and responses. level : int, optional The logging level to assign to the handler. Ignored if handler's - logging level is already set. Defaults to DEBUG. + logging level is already set. Defaults to :data:`logging.DEBUG`. Returns ------- - handler + logging.Handler .. versionadded:: 1.2.0 @@ -478,7 +481,7 @@ def add_stderr_logger(self, level=None): Parameters ---------- level : int, optional - The logging level of the handler. Defaults to logging.DEBUG + The logging level of the handler. Defaults to :data:`logging.DEBUG` Returns ------- @@ -497,19 +500,19 @@ def as_swat(self, server=None, **kwargs): ---------- server : str, optional The logical name of the CAS server, not the hostname. Defaults to "cas-shared-default". - kwargs : any - Additional arguments to pass to the `swat.CAS` constructor. Can be used to override this method's - default behavior or customize the CAS session. + **kwargs + Additional arguments to pass to the :class:`swat.CAS ` constructor. + Can be used to override this method's default behavior or customize the CAS session. Returns ------- - swat.CAS + swat.cas.connection.CAS An active SWAT connection Raises ------ RuntimeError - If `swat` package is not available. + If :mod:`swat` package is not available. Examples -------- @@ -570,11 +573,11 @@ def username(self): def hostname(self): return self._settings.get("domain") - def send(self, request, **kwargs): + def send(self, req, **kwargs): if self.message_log.isEnabledFor(logging.DEBUG): - r = copy.deepcopy(request) - for filter in self.filters: - r = filter(r) + r = copy.deepcopy(req) + for filter_ in self.filters: + r = filter_(r) self.message_log.debug( "HTTP/1.1 {verb} {url}\n{headers}\nBody:\n{body}".format( @@ -587,14 +590,14 @@ def send(self, request, **kwargs): ) ) else: - self.message_log.info("HTTP/1.1 %s %s", request.method, request.url) + self.message_log.info("HTTP/1.1 %s %s", req.method, req.url) - response = super(Session, self).send(request, **kwargs) + response = super(Session, self).send(req, **kwargs) if self.message_log.isEnabledFor(logging.DEBUG): r = copy.deepcopy(response) - for filter in self.filters: - r = filter(r) + for filter_ in self.filters: + r = filter_(r) self.message_log.debug( "HTTP {status} {url}\n{headers}\nBody:\n{body}".format( @@ -896,12 +899,12 @@ def _get_authorization_token( This method supports multiple authentication methods: - - an existing OAuth2 token - - password authentication - - client credentials - - Kerberos - - cached tokens (from previous authorization codes) - - authorization code + - an existing OAuth2 token + - password authentication + - client credentials + - Kerberos + - cached tokens (from previous authorization codes) + - authorization code If authentication using client credentials fails because the client_credentials grant type is not allowed the token cache will @@ -1253,10 +1256,11 @@ def _request_token_with_oauth( """Request a token from the SAS SASLogon service. Supports four different flows: - - authenticate with a username & password and receive a token - - authenticate with a client id & secret and receive a token - - provide an authorization code and receive a token - - provide a refresh token and receive a new token + + - authenticate with a username & password and receive a token + - authenticate with a client id & secret and receive a token + - provide an authorization code and receive a token + - provide a refresh token and receive a new token Parameters ---------- @@ -1472,17 +1476,17 @@ class PageIterator: Parameters ---------- obj : RestObj - An instance of `RestObj` containing any initial items and a link to + An instance of :class:`RestObj` containing any initial items and a link to retrieve additional items. session : Session - The `Session` instance to use for requesting additional items. Defaults - to current_session() + The :class:`Session` instance to use for requesting additional items. Defaults + to :meth:`current_session()` threads : int Number of threads allocated to downloading additional pages. Yields ------ - List[RestObj] + list of RestObj Items contained in the current page """ @@ -1529,6 +1533,13 @@ def __init__(self, obj, session=None, threads=4): # Store the current items to iterate over self._obj = obj + def __enter__(self): + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + if self._pool is not None: + self._pool.shutdown(wait=False) + def __next__(self): if self._pool is None: self._pool = concurrent.futures.ThreadPoolExecutor( @@ -1579,17 +1590,17 @@ def _request_async(self, start): class PagedItemIterator: """Iterates through a collection that must be "paged" from the server. - Uses `PageIterator` to transparently download pages of items from the server + Uses :class:`PageIterator` to transparently download pages of items from the server as needed. Parameters ---------- obj : RestObj - An instance of `RestObj` containing any initial items and a link to + An instance of :class:`RestObj` containing any initial items and a link to retrieve additional items. session : Session - The `Session` instance to use for requesting additional items. Defaults - to current_session() + The :class:`Session` instance to use for requesting additional items. Defaults + to :meth:`current_session()` threads : int Number of threads allocated to downloading additional items. @@ -1644,11 +1655,11 @@ def __iter__(self): class PagedListIterator: - """Iterates over an instance of PagedList + """Iterates over an instance of :class:`PagedList` Parameters ---------- - l : list-like + l : list """ @@ -1679,11 +1690,11 @@ class PagedList(list): Parameters ---------- obj : RestObj - An instance of `RestObj` containing any initial items and a link to + An instance of :class:`RestObj` containing any initial items and a link to retrieve additional items. session : Session, optional - The `Session` instance to use for requesting additional items. Defaults - to current_session() + The :class:`Session` instance to use for requesting additional items. Defaults + to :meth:`current_session()` threads : int, optional Number of threads allocated to loading additional items. @@ -1776,8 +1787,9 @@ class VersionInfo: Release cadence for Viya 4. Should be one of 'stable' or 'LTS'. release : str, optional Release number for Viya 4. Two formats are currently possible: - - YYYY.R.U where R is the LTS release number in YYYY and U is the updates since R - - YYYY.MM where MM is the month of the release. + + - YYYY.R.U where R is the LTS release number in YYYY and U is the updates since R + - YYYY.MM where MM is the month of the release. """ @@ -1897,8 +1909,8 @@ def get(path, **kwargs): ---------- path : str The path portion of the URL. - kwargs : any - Passed to `request`. + **kwargs + Passed to :meth:`request`. Returns ------- @@ -1921,8 +1933,8 @@ def head(path, **kwargs): ---------- path : str The path portion of the URL. - kwargs : any - Passed to `request`. + **kwargs + Passed to :meth:`request`. Returns ------- @@ -1939,8 +1951,8 @@ def post(path, **kwargs): ---------- path : str The path portion of the URL. - kwargs : any - Passed to `request`. + **kwargs + Passed to :meth:`request`. Returns ------- @@ -1960,8 +1972,8 @@ def put(path, item=None, **kwargs): item : RestObj, optional A existing object to PUT. If provided, ETag and Content-Type headers will automatically be specified. - kwargs : any - Passed to `request`. + **kwargs + Passed to :meth:`request`. Returns ------- @@ -1989,8 +2001,8 @@ def delete(path, **kwargs): ---------- path : str The path portion of the URL. - kwargs : any - Passed to `request`. + **kwargs + Passed to :meth:`request`. Returns ------- @@ -2011,20 +2023,21 @@ def request(verb, path, session=None, format="auto", **kwargs): Path portion of URL to request. session : Session, optional Defaults to `current_session()`. - format : {'auto', 'rest', 'response', 'content', 'json', 'text'} + format : str The format of the return response. Defaults to `auto`. - rest: `RestObj` constructed from JSON. - response: the raw `Response` object. - content: Response.content - json: Response.json() - text: Response.text - auto: `RestObj` constructed from JSON if possible, otherwise same as - `text`. - kwargs : any - Additional arguments are passed to the session `request` method. + + - `rest`: :class:`RestObj` constructed from JSON. + - `response`: the raw :class:`requests.Response` object. + - `content`: :attr:`requests.Response.content` + - `json`: :meth:`requests.Response.json` + - `text`: :attr:`requests.Response.text` + - `auto`: :class:`RestObj` constructed from JSON if possible, otherwise same as `text`. + **kwargs + Additional arguments are passed to the session :meth:`Session.request` method. Returns ------- + str, bytes, or requests.Response """ session = session or current_session() @@ -2103,11 +2116,12 @@ def request_link(obj, rel, **kwargs): ---------- obj : dict rel : str - kwargs : any - Passed to :function:`request` + **kwargs + Passed to :func:`request` Returns ------- + RestObj """ link = get_link(obj, rel) @@ -2142,7 +2156,7 @@ def uri_as_str(obj): def _unwrap(json): - """Converts a JSON response to one or more `RestObj` instances. + """Converts a JSON response to one or more :class:`RestObj` instances. If the JSON contains a .items property, only those items are converted and returned. @@ -2356,9 +2370,8 @@ def platform_version(): Returns ------- - string : {'3.5', '4.0'} - - SAS Viya version number + str + SAS Viya version number '3.5' or '4.0' """ warnings.warn( diff --git a/src/sasctl/pzmm/git_integration.py b/src/sasctl/pzmm/git_integration.py index 57a2ee1a..afabb4ef 100644 --- a/src/sasctl/pzmm/git_integration.py +++ b/src/sasctl/pzmm/git_integration.py @@ -51,20 +51,20 @@ def get_zipped_model( Parameters ---------- - model : string or RestObj + model : str or RestObj Model name, UUID, or RestObj which identifies the model. If only the model name is provided, the project name must also be supplied. - git_path : string or Path + git_path : str or pathlib.Path Base directory of the git repository. - project : string or RestObj, optional + project : str or RestObj, optional Project identifier, which is required when only the model name is supplied. Default is None. Returns ------- - model_name : string + model_name : str Name of the model retrieved from SAS Model Manager. - project_name : string + project_name : str Name of the project the model was retrieved from in SAS Model Manager. """ # Find the specified model and pull down the contents in a zip format @@ -162,7 +162,7 @@ def model_exists(project, name, force): Parameters ---------- - project : string or dict + project : str or dict The name or id of the model project, or a dictionary representation of the project. name : str or dict The name of the model. @@ -225,11 +225,11 @@ def pull_viya_model( Parameters ---------- - model : string or RestObj + model : str or RestObj A string or JSON response representing the model to be pulled down - git_path : string or Path + git_path : str or pathlib.Path Base directory of the git repository. - project : string or RestObj, optional + project : str or RestObj, optional A string or JSON response representing the project the model exists in, default is None. """ # Try to pull down the model assuming a UUID or RestObj is provided @@ -289,12 +289,12 @@ def push_git_model( Parameters ---------- - git_path : string or Path + git_path : str or pathlib.Path Base directory of the git repository or path which includes project and model directories. - model_name : string, optional + model_name : str, optional Name of model to be imported, by default None - project_name : string, optional + project_name : str, optional Name of project the model is imported from, by default None project_version : str, optional Name of project version to import model in to. Default @@ -336,13 +336,13 @@ def git_repo_push(cls, git_path, commit_message, remote="origin", branch="main") Parameters ---------- - git_path : string or Path + git_path : str or pathlib.Path Base directory of the git repository. - commit_message : string + commit_message : str Commit message for the new commit remote : str, optional Remote name for the remote repository, by default 'origin' - branch : string + branch : str Branch name for the target pull branch from remote, by default 'main' """ check_git_status() @@ -359,11 +359,11 @@ def git_repo_pull(cls, git_path, remote="origin", branch="main"): Parameters ---------- - git_path : string or Path + git_path : str or pathlib.Path Base directory of the git repository. - remote : string + remote : str Remote name for the remote repository, by default 'origin' - branch : string + branch : str Branch name for the target pull branch from remote, by default 'main' """ check_git_status() @@ -380,9 +380,9 @@ def push_git_project(cls, git_path, project=None): Parameters ---------- - git_path : string or Path + git_path : str or pathlib.Path Base directory of the git repository or the project directory. - project : string or RestObj + project : str or RestObj Project name, UUID, or JSON response from SAS Model Manager. """ # Check to see if provided project argument is a valid project on SAS Model @@ -419,9 +419,9 @@ def pull_mm_project(cls, git_path, project): Parameters ---------- - git_path : string or Path + git_path : str or pathlib.Path Base directory of the git repository. - project : string or RestObj + project : str or RestObj The name or id of the model project, or a RestObj representation of the project. """ diff --git a/src/sasctl/pzmm/import_model.py b/src/sasctl/pzmm/import_model.py index dc66deab..3b2b9218 100644 --- a/src/sasctl/pzmm/import_model.py +++ b/src/sasctl/pzmm/import_model.py @@ -22,9 +22,21 @@ def get_model_properties( model_files: Union[str, Path, None] = None, ): if type(model_files) is dict: - model = model_files["ModelProperties.json"] - input_var = model_files["inputVar.json"] - output_var = model_files["outputVar.json"] + try: + model = json.loads(model_files["ModelProperties.json"]) + except (json.JSONDecodeError, TypeError): + model = model_files["ModelProperties.json"] + + try: + input_var = json.loads(model_files["inputVar.json"]) + except (json.JSONDecodeError, TypeError): + input_var = model_files["inputVar.json"] + + try: + output_var = json.loads(model_files["outputVar.json"]) + except (json.JSONDecodeError, TypeError): + output_var = model_files["outputVar.json"] + else: with open(Path(model_files) / "ModelProperties.json") as f: model = json.load(f) @@ -60,11 +72,11 @@ def project_exists( project. response : str, dict, or RestObj, optional JSON response of the get_project() call to model repository service. - target_values : list of strings, optional + target_values : list of str, optional A list of target values for the target variable. This argument and the score_metrics argument dictate the handling of the predicted values from the prediction method. The default value is None. - model_files : string, Path, or dict + model_files : str, pathlib.Path, or dict Either the directory location of the model files (string or Path object), or a dictionary containing the contents of all the model files. overwrite_project_properties : bool, optional @@ -99,7 +111,9 @@ def project_exists( response = _create_project(project, model, repo, input_var, output_var) else: response = mr.create_project(project, repo) - print(f"A new project named {response.name} was created.") + + if check_if_jupyter(): + print(f"A new project named {response.name} was created.") return response else: model, input_var, output_var = get_model_properties(target_values, model_files) @@ -199,6 +213,7 @@ def import_model( target_values: Optional[List[str]] = None, overwrite_project_properties: Optional[bool] = False, target_index: Optional[int] = None, + preprocess_function: Optional[Callable[[DataFrame], DataFrame]] = None, **kwargs, ) -> Tuple[RestObj, Union[dict, str, Path]]: """ @@ -216,20 +231,21 @@ def import_model( The following are generated by this function if a path is provided in the model_files argument: - * '*Score.py' - The Python score code file for the model. - * '*.zip' - The zip archive of the relevant model files. In Viya 3.5 the Python - score code is not present in this initial zip file. + + * '\*Score.py' + The Python score code file for the model. + * '\*.zip' + The zip archive of the relevant model files. In Viya 3.5 the Python + score code is not present in this initial zip file. Parameters ---------- - model_files : string, Path, or dict + model_files : str, pathlib.Path, or dict Either the directory location of the model files (string or Path object), or a dictionary containing the contents of all the model files. - model_prefix : string + model_prefix : str The variable for the model name that is used when naming model files. - (For example: hmeqClassTree + [Score.py || .pickle]). + (For example: 'hmeqClassTree + [Score.py || .pickle])'. project : str, dict, or RestObj The name or id of the model project, or a dictionary representation of the project. @@ -237,34 +253,36 @@ def import_model( The `DataFrame` object contains the training data, and includes only the predictor columns. The write_score_code function currently supports int(64), float(64), and string data types for scoring. The default value is None. - predict_method : [function -> list, list], optional + predict_method : Callable or list, optional The Python function used for model predictions and the expected output types. The expected output types can be passed as example values or as the value types. For example, if the model is a Scikit-Learn DecisionTreeClassifier, then pass either of the following: - * [sklearn.tree.DecisionTreeClassifier.predict, ["A"]] - * [sklearn.tree.DecisionTreeClassifier.predict_proba, [0.4, float]] + + * [sklearn.tree.DecisionTreeClassifier.predict, ["A"]] + * [sklearn.tree.DecisionTreeClassifier.predict_proba, [0.4, float]] + The default value is None. - score_metrics : string list, optional + score_metrics : list of str, optional The scoring score_metrics for the model. For classification models, it is - assumed that the first value in the list represents the classification + assumed that the first value in the list represents the classification output. This function supports single and multi-class classification models. The default value is None. - pickle_type : string, optional + pickle_type : str, optional Indicator for the package used to serialize the model file to be uploaded to SAS Model Manager. The default value is `pickle`. - project_version : string, optional + project_version : str, optional The project version to import the model in to on SAS Model Manager. The default value is "latest". overwrite_model : bool, optional Set whether models with the same name should be overwritten when attempting to import the model. The default value is False. - score_cas : boolean, optional + score_cas : bool, optional Sets whether models registered to SAS Viya 3.5 should be able to be scored and validated through both CAS and SAS Micro Analytic Service. If set to false, then the model will only be able to be scored and validated through SAS Micro Analytic Service. The default value is True. - missing_values : boolean, optional + missing_values : bool, optional Sets whether data handled by the score code will impute for missing values. The default value is False. mlflow_details : dict, optional @@ -272,8 +290,8 @@ def import_model( read_mlflow_model_file function. The default value is None. predict_threshold : float, optional The prediction threshold for normalized probability score_metrics. Values - are expected to be between 0 and 1. The default value is None. - target_values : list of strings, optional + are expected to be between 0 and 1. The default value is None. + target_values : list of str, optional A list of target values for the target variable. This argument and the score_metrics argument dictate the handling of the predicted values from the prediction method. The order of the target values should reflect the @@ -286,23 +304,17 @@ def import_model( index should match the index of the target outcome in target_values. If target_values are not given, this index should indicate whether the the target probability variable is the first or second variable returned by the model. The default value is 1. - kwargs : dict, optional + **kwargs Other keyword arguments are passed to the following function: - * sasctl.pzmm.ScoreCode.write_score_code(..., - binary_h2o_model=False, - binary_string=None, - model_file_name=None, - mojo_model=False, - statsmodels_model=False, - tf_keras_model=False - ) + :meth:`.ScoreCode.write_score_code` + Returns ------- RestObj JSON response from the POST API call to SAS Model Manager for importing a zipped model - model_files : dict, str, or Path + model_files : dict, str, or pathlib.Path Dictionary representation of all files or the path the model files were generated from. """ @@ -348,7 +360,7 @@ def import_model( # For SAS Viya 4, the score code can be written beforehand and imported with # all the model files elif current_session().version_info() == 4: - score_code_dict = sc.write_score_code( + score_code_dict = sc().write_score_code( model_prefix, input_data, predict_method, @@ -360,6 +372,7 @@ def import_model( missing_values=missing_values, score_cas=score_cas, target_index=target_index, + preprocess_function=preprocess_function, **kwargs, ) if score_code_dict: @@ -447,7 +460,7 @@ def import_model( except AttributeError: print("Model failed to import to SAS Model Manager.") - score_code_dict = sc.write_score_code( + score_code_dict = sc().write_score_code( model_prefix, input_data, predict_method, @@ -460,6 +473,7 @@ def import_model( missing_values=missing_values, score_cas=score_cas, target_index=target_index, + preprocess_function=preprocess_function, **kwargs, ) if score_code_dict: diff --git a/src/sasctl/pzmm/mlflow_model.py b/src/sasctl/pzmm/mlflow_model.py index deaf0131..e8ae1089 100644 --- a/src/sasctl/pzmm/mlflow_model.py +++ b/src/sasctl/pzmm/mlflow_model.py @@ -18,17 +18,17 @@ def read_mlflow_model_file(cls, m_path=Path.cwd()): Parameters ---------- - m_path : str or Path object, optional - Directory path of the MLFlow model files. Default is the current working - directory. + m_path : str or pathlib.Path, optional + Directory path of the MLFlow model files. Default is the current working + directory. Returns ------- var_dict : dict Model properties and metadata - inputs_dict : list of dicts + inputs_dict : list of dict Model input variables - outputs_dict : list of dicts + outputs_dict : list of dict Model output variables """ with open(Path(m_path) / "MLmodel", "r") as m_file: diff --git a/src/sasctl/pzmm/model_parameters.py b/src/sasctl/pzmm/model_parameters.py index 39bea0ad..b8a1b9ab 100644 --- a/src/sasctl/pzmm/model_parameters.py +++ b/src/sasctl/pzmm/model_parameters.py @@ -98,12 +98,12 @@ def generate_hyperparameters( Parameters ---------- - model : Python object + model : Any Python object representing the model. model_prefix : str Name used to create model files. (e.g. (model_prefix) + "Hyperparameters.json") - pickle_path : str, Path + pickle_path : str, pathlib.Path Directory location of model files. """ @@ -263,7 +263,7 @@ def add_hyperparameters(cls, model: Union[str, dict, RestObj], **kwargs) -> None ---------- model : str, dict, or RestObj The name or id of the model, or a dictionary representation of the model. - kwargs + **kwargs Named variables pairs representing hyperparameters to be added to the hyperparameter file. """ @@ -320,7 +320,7 @@ def get_project_kpis( Returns ------- - kpi_table_df : pandas DataFrame + kpi_table_df : pandas.DataFrame A pandas DataFrame representing the MM_STD_KPI table. Note that SAS missing values are replaced with pandas-valid missing values. """ diff --git a/src/sasctl/pzmm/pickle_model.py b/src/sasctl/pzmm/pickle_model.py index bf38b603..7b17f2a4 100644 --- a/src/sasctl/pzmm/pickle_model.py +++ b/src/sasctl/pzmm/pickle_model.py @@ -2,7 +2,6 @@ # SPDX-License-Identifier: Apache-2.0 # %% import codecs -import gzip import pickle import shutil from pathlib import Path @@ -38,17 +37,18 @@ def pickle_trained_model( object. The following files are generated by this function: - * '*.pickle' - Binary pickle file containing a trained model. - * '*.mojo' - Archived H2O.ai MOJO file containing a trained model. + + * '\*.pickle' + Binary pickle file containing a trained model. + * '\*.mojo' + Archived H2O.ai MOJO file containing a trained model. Parameters --------------- - model_prefix : str or Path + model_prefix : str or pathlib.Path Variable name for the model to be displayed in SAS Open Model Manager (i.e. hmeqClassTree + [Score.py || .pickle]). - trained_model : model object + trained_model : Any The trained model to be exported. pickle_path : str, optional File location for the output pickle file. The default value is None. @@ -68,7 +68,7 @@ def pickle_trained_model( Returns ------- - binary_string : binary str + binary_string : str When the is_binary_string flag is set to True, return a binary string representation of the model instead of a pickle or MOJO file. dict @@ -77,6 +77,10 @@ def pickle_trained_model( models. """ + from .write_score_code import ScoreCode + + sanitized_prefix = ScoreCode.sanitize_model_prefix(model_prefix) + if is_binary_string: # For models that use a binary string representation binary_string = codecs.encode( @@ -91,25 +95,25 @@ def pickle_trained_model( # For models imported from MLFlow shutil.copy(ml_pickle_path, pickle_path) pzmm_pickle_path = Path(pickle_path) / mlflow_details["model_path"] - pzmm_pickle_path.rename(Path(pickle_path) / (model_prefix + PICKLE)) + pzmm_pickle_path.rename(Path(pickle_path) / (sanitized_prefix + PICKLE)) else: with open(ml_pickle_path, "rb") as pickle_file: - return {model_prefix + PICKLE: pickle.load(pickle_file)} + return {sanitized_prefix + PICKLE: pickle.load(pickle_file)} else: # For all other model types if not is_h2o_model: if pickle_path: with open( - Path(pickle_path) / (model_prefix + PICKLE), "wb" + Path(pickle_path) / (sanitized_prefix + PICKLE), "wb" ) as pickle_file: pickle.dump(trained_model, pickle_file) if cls.notebook_output: print( f"Model {model_prefix} was successfully pickled and saved " - f"to {Path(pickle_path) / (model_prefix + PICKLE)}." + f"to {Path(pickle_path) / (sanitized_prefix + PICKLE)}." ) else: - return {model_prefix + PICKLE: pickle.dumps(trained_model)} + return {sanitized_prefix + PICKLE: pickle.dumps(trained_model)} # For binary H2O models, save the binary file as a "pickle" file elif is_h2o_model and is_binary_model and pickle_path: if not h2o: @@ -121,7 +125,7 @@ def pickle_trained_model( model=trained_model, force=True, path=str(pickle_path), - filename=f"{model_prefix}.pickle", + filename=f"{sanitized_prefix}.pickle", ) # For MOJO H2O models, save as a mojo file and adjust the extension to .mojo elif is_h2o_model and pickle_path: @@ -130,7 +134,9 @@ def pickle_trained_model( "The h2o package is required to save the model as a mojo model." ) trained_model.save_mojo( - force=True, path=str(pickle_path), filename=f"{model_prefix}.mojo" + force=True, + path=str(pickle_path), + filename=f"{sanitized_prefix}.mojo", ) elif is_binary_model or is_h2o_model: raise ValueError( diff --git a/src/sasctl/pzmm/write_json_files.py b/src/sasctl/pzmm/write_json_files.py index 62868972..1c0c560d 100644 --- a/src/sasctl/pzmm/write_json_files.py +++ b/src/sasctl/pzmm/write_json_files.py @@ -5,7 +5,7 @@ import ast import importlib import json -import math + import pickle import pickletools import sys @@ -129,7 +129,7 @@ def write_var_json( is_input : bool, optional Boolean flag to check if generating the input or output variable JSON. The default value is True. - json_path : str or Path, optional + json_path : str or pathlib.Path, optional File location for the output JSON file. The default value is None. Returns @@ -165,19 +165,19 @@ def write_var_json( @staticmethod def generate_variable_properties( - input_data: Union[DataFrame, Series] + input_data: Union[DataFrame, Series], ) -> List[dict]: """ Generate a list of dictionaries of variable properties given an input dataframe. Parameters ---------- - input_data : pandas.Dataframe or pandas.Series + input_data : pandas.DataFrame or pandas.Series Dataset for either the input or output example data for the model. Returns ------- - dict_list : list of dicts + dict_list : list of dict List of dictionaries containing the variable properties. """ # Check if input_data is a Series or DataFrame @@ -316,7 +316,7 @@ def write_model_properties_json( classification model. Providing > 2 target values will supply the values for the different target events as a custom property. An error is raised if only 1 target value is supplied. The default value is None. - json_path : str or Path, optional + json_path : str or pathlib.Path, optional Path for an output ModelProperties.json file to be generated. If no value is supplied a dict is returned instead. The default value is None. model_desc : str, optional @@ -331,7 +331,7 @@ def write_model_properties_json( train_table : str, optional The path to the model's training table within SAS Viya. The default value is an empty string. - properties : List of dict, optional + properties : list of dict, optional List of custom properties to be shown in the user-defined properties section of the model in SAS Model Manager. Dict entries should contain the `name`, `value`, and `type` keys. The default value is an empty list. @@ -484,7 +484,7 @@ def write_file_metadata_json( model_prefix : str The variable for the model name that is used when naming model files. For example: hmeqClassTree + [Score.py | .pickle]. - json_path : str or Path, optional + json_path : str or pathlib.Path, optional Path for an output ModelProperties.json file to be generated. If no value is supplied a dict is returned instead. The default value is None. is_h2o_model : bool, optional @@ -498,18 +498,27 @@ def write_file_metadata_json( Dictionary containing a key-value pair representing the file name and json dump respectively. """ + + from .write_score_code import ScoreCode + + sanitized_prefix = ScoreCode.sanitize_model_prefix(model_prefix) + dict_list = [ {"role": "inputVariables", "name": INPUT}, {"role": "outputVariables", "name": OUTPUT}, - {"role": "score", "name": f"score_{model_prefix}.py"}, + {"role": "score", "name": f"score_{sanitized_prefix}.py"}, ] if is_h2o_model: - dict_list.append({"role": "scoreResource", "name": model_prefix + ".mojo"}) + dict_list.append( + {"role": "scoreResource", "name": sanitized_prefix + ".mojo"} + ) elif is_tf_keras_model: - dict_list.append({"role": "scoreResource", "name": model_prefix + ".h5"}) + dict_list.append( + {"role": "scoreResource", "name": sanitized_prefix + ".h5"} + ) else: dict_list.append( - {"role": "scoreResource", "name": model_prefix + ".pickle"} + {"role": "scoreResource", "name": sanitized_prefix + ".pickle"} ) if json_path: @@ -536,29 +545,30 @@ def input_fit_statistics( There are three modes to add fit parameters to the JSON file: - 1. Call the function with additional tuple arguments containing - the name of the parameter, its value, and the partition that it - belongs to. + 1. Call the function with additional tuple arguments containing + the name of the parameter, its value, and the partition that it + belongs to. - 2. Provide line by line user input prompted by the function. + 2. Provide line by line user input prompted by the function. - 3. Import values from a CSV file. Format should contain the above - tuple in each row. + 3. Import values from a CSV file. Format should contain the above + tuple in each row. The following are the base statistical parameters SAS Viya supports: - * RASE = Root Average Squared Error - * NObs = Sum of Frequencies - * GINI = Gini Coefficient - * GAMMA = Gamma - * MCE = Misclassification Rate - * ASE = Average Squared Error - * MCLL = Multi-Class Log Loss - * KS = KS (Youden) - * KSPostCutoff = ROC Separation - * DIV = Divisor for ASE - * TAU = Tau - * KSCut = KS Cutoff - * C = Area Under ROC + + * RASE = Root Average Squared Error + * NObs = Sum of Frequencies + * GINI = Gini Coefficient + * GAMMA = Gamma + * MCE = Misclassification Rate + * ASE = Average Squared Error + * MCLL = Multi-Class Log Loss + * KS = KS (Youden) + * KSPostCutoff = ROC Separation + * DIV = Divisor for ASE + * TAU = Tau + * KSCut = KS Cutoff + * C = Area Under ROC This function outputs a JSON file named "dmcas_fitstat.json". @@ -574,7 +584,7 @@ def input_fit_statistics( data_role). For example, a sample parameter call would be 'NObs', 3488, or 'TRAIN'. Variable data_role is typically either TRAIN, TEST, or VALIDATE or 1, 2, 3 respectively. The default value is None. - json_path : str or Path, optional + json_path : str or pathlib.Path, optional Location for the output JSON file. The default value is None. Returns @@ -679,13 +689,13 @@ def user_input_fitstat(cls, data: List[dict]) -> List[dict]: Parameters ---------- - data : list of dicts + data : list of dict List of dicts for the data values of each parameter. Split into the three valid partitions (TRAIN, TEST, VALIDATE). Returns ------- - list of dicts + list of dict List of dicts with the user provided values inputted. """ while True: @@ -786,37 +796,40 @@ def assess_model_bias( score_table : pandas.DataFrame Data structure containing actual values, predicted or predicted probability values, and sensitive variable values. All columns in the score table must have valid variable names. - sensitive_values : string or list of strings + sensitive_values : str or list of str Sensitive variable name or names in score_table. The variable name must follow SAS naming conventions (no spaces and the name cannot begin with a number or symbol). - actual_values : string + actual_values : str Variable name containing the actual values in score_table. The variable name must follow SAS naming conventions (no spaces and the name cannot begin with a number or symbol). - pred_values : string, required for regression problems, otherwise not used + pred_values : str + Required for regression problems, otherwise not used Variable name containing the predicted values in score_table. The variable name must follow SAS naming conventions (no spaces and the name cannot begin with a number or symbol).Required for regression problems. The default value is None. - prob_values : list of strings, required for classification problems, otherwise not used - A list of variable names containing the predicted probability values in the score table. The first element - should represent the predicted probability of the target class. Required for classification problems. Default - is None. - levels: List of strings, integers, booleans, required for classification problems, otherwise not used + prob_values : list of str + Required for classification problems, otherwise not used + A list of variable names containing the predicted probability values in the score table. The first element + should represent the predicted probability of the target class. Required for classification problems. Default + is None. + levels : list of str, list of int, or list of bool + Required for classification problems, otherwise not used List of classes of a nominal target in the order they were passed in prob_values. Levels must be passed as a string. Default is None. - json_path : str or Path, optional + json_path : str or pathlib.Path, optional Location for the output JSON files. If a path is passed, the json files will populate in the directory and the function will return None, unless return_dataframes is True. Otherwise, the function will return the json - strings in a dictionary (dict["maxDifferences.json"] and dict["groupMetrics.json"]). The default value is - None. + strings in a dictionary (dict["maxDifferences.json"] and dict["groupMetrics.json"]). The default value is + None. cutoff : float, optional Cutoff value for confusion matrix. Default is 0.5. - datarole : string, optional + datarole : str, optional The data being used to assess bias (i.e. 'TEST', 'VALIDATION', etc.). Default is 'TEST.' - return_dataframes : boolean, optional + return_dataframes : bool, optional If true, the function returns the pandas data frames used to create the JSON files and a table for bias metrics. If a JSON path is passed, then the function will return a dictionary that only includes the data frames (dict["maxDifferencesData"], dict["groupMetricData"], and dict["biasMetricsData"]). If a JSON path is - not passed, the function will return a dictionary with the three tables and the two JSON strings + not passed, the function will return a dictionary with the three tables and the two JSON strings (dict["maxDifferences.json"] and dict["groupMetrics.json"]). The default value is False. Returns @@ -828,7 +841,7 @@ def assess_model_bias( Raises ------ RuntimeError - If swat is not installed, this function cannot perform the necessary + If :mod:`swat` is not installed, this function cannot perform the necessary calculations. ValueError @@ -949,16 +962,17 @@ def format_max_differences( ) -> DataFrame: """ Converts a list of max differences DataFrames into a singular DataFrame + Parameters ---------- - maxdiff_dfs: List[DataFrame] + maxdiff_dfs: list of pandas.DataFrame A list of max_differences DataFrames returned by CAS - datarole : string, optional + datarole : str, optional The data being used to assess bias (i.e. 'TEST', 'VALIDATION', etc.). Default is 'TEST.' Returns ------- - DataFrame + pandas.DataFrame A singluar DataFrame containing all max differences data """ maxdiff_df = pd.concat(maxdiff_dfs) @@ -983,24 +997,27 @@ def format_group_metrics( ) -> DataFrame: """ Converts list of group metrics DataFrames to a single DataFrame + Parameters ---------- - groupmetrics_dfs: List[DataFrame] + groupmetrics_dfs: list of pandas.DataFrame List of group metrics DataFrames generated by CASAction - pred_values : string, required for regression problems, otherwise not used + pred_values : str + Required for regression problems, otherwise not used. Variable name containing the predicted values in score_table. The variable name must follow SAS naming conventions (no spaces and the name cannot begin with a number or symbol).Required for regression problems. The default value is None. - prob_values : list of strings, required for classification problems, otherwise not used - A list of variable names containing the predicted probability values in the score table. The first element - should represent the predicted probability of the target class. Required for classification problems. Default - is None. - datarole : string, optional - The data being used to assess bias (i.e. 'TEST', 'VALIDATION', etc.). Default is 'TEST.' + prob_values : list of str + Required for classification problems, otherwise not used + A list of variable names containing the predicted probability values in the score table. The first element + should represent the predicted probability of the target class. Required for classification problems. Default + is None. + datarole : str, optional + The data being used to assess bias (i.e. 'TEST', 'VALIDATION', etc.). Default is 'TEST'. Returns ------- - DataFrame + pandas.DataFrame A singular DataFrame containing formatted data for group metrics """ # adding group metrics dataframes and adding values/ formatting @@ -1058,33 +1075,37 @@ def bias_dataframes_to_json( ): """ Properly formats data from FairAITools CAS Action Set into a JSON readable formats + Parameters ---------- - groupmetrics: DataFrame + groupmetrics: pandas.DataFrame A DataFrame containing the group metrics data - maxdifference: DataFrame + maxdifference: pandas.DataFrame A DataFrame containing the max difference data n_sensitivevariables: int The total number of sensitive values - actual_values : String + actual_values : str Variable name containing the actual values in score_table. The variable name must follow SAS naming conventions (no spaces and the name cannot begin with a number or symbol). - prob_values : list of strings, required for classification problems, otherwise not used - A list of variable names containing the predicted probability values in the score table. The first element - should represent the predicted probability of the target class. Required for classification problems. Default - is None. - levels: List of strings, required for classification problems, otherwise not used - List of classes of a nominal target in the order they were passed in prob_values. Levels must be passed as a + prob_values : list of str + Required for classification problems, otherwise not used + A list of variable names containing the predicted probability values in the score table. The first element + should represent the predicted probability of the target class. Required for classification problems. Default + is None. + levels: list of str + Required for classification problems, otherwise not used + List of classes of a nominal target in the order they were passed in `prob_values`. Levels must be passed as a string. Default is None. - pred_values : string, required for regression problems, otherwise not used - Variable name containing the predicted values in score_table. The variable name must follow SAS naming - conventions (no spaces and the name cannot begin with a number or symbol).Required for regression problems. + pred_values : str + Required for regression problems, otherwise not used + Variable name containing the predicted values in `score_table`. The variable name must follow SAS naming + conventions (no spaces and the name cannot begin with a number or symbol). Required for regression problems. The default value is None. - json_path : str or Path, optional + json_path : str or pathlib.Path, optional Location for the output JSON files. If a path is passed, the json files will populate in the directory and the function will return None, unless return_dataframes is True. Otherwise, the function will return the json - strings in a dictionary (dict["maxDifferences.json"] and dict["groupMetrics.json"]). The default value is - None. + strings in a dictionary (dict["maxDifferences.json"] and dict["groupMetrics.json"]). The default value is + None. Returns ------- @@ -1171,10 +1192,9 @@ def bias_dataframes_to_json( def calculate_model_statistics( cls, target_value: Union[str, int, float], - prob_value: Union[int, float, None] = None, - validate_data: Union[DataFrame, List[list], Type["numpy.array"]] = None, - train_data: Union[DataFrame, List[list], Type["numpy.array"]] = None, - test_data: Union[DataFrame, List[list], Type["numpy.array"]] = None, + validate_data: Union[DataFrame, List[list], Type["numpy.ndarray"]] = None, + train_data: Union[DataFrame, List[list], Type["numpy.ndarray"]] = None, + test_data: Union[DataFrame, List[list], Type["numpy.ndarray"]] = None, json_path: Union[str, Path, None] = None, target_type: str = "classification", cutoff: Optional[float] = None, @@ -1190,15 +1210,15 @@ def calculate_model_statistics( Datasets must contain the actual and predicted values and may optionally contain the predicted probabilities. If no probabilities are provided, a dummy probability dataset is generated based on the predicted values and normalized by - the target value. If a probability threshold value is not provided, the - threshold value is set at 0.5. + the target value. Datasets can be provided in the following forms, with the assumption that data is ordered as `actual`, `predict`, and `probability` respectively: + * pandas dataframe: the actual and predicted values are their own columns - * numpy array: the actual and predicted values are their own columns or rows and - ordered such that the actual values come first and the predicted second * list: the actual and predicted values are their own indexed entry + * numpy array: the actual and predicted values are their own columns or rows \ + and ordered such that the actual values come first and the predicted second If a json_path is supplied, then this function outputs a set of JSON files named "dmcas_fitstat.json", "dmcas_roc.json", "dmcas_lift.json". @@ -1207,16 +1227,13 @@ def calculate_model_statistics( ---------- target_value : str, int, or float Target event value for model prediction events. - prob_value : int or float, optional - The threshold value for model predictions to indicate an event occurred. The - default value is 0.5. - validate_data : pandas.DataFrame, list of list, or numpy array, optional + validate_data : pandas.DataFrame, list of list, or numpy.ndarray, optional Dataset pertaining to the validation data. The default value is None. - train_data : pandas.DataFrame, list of list, or numpy array, optional + train_data : pandas.DataFrame, list of list, or numpy.ndarray, optional Dataset pertaining to the training data. The default value is None. - test_data : pandas.DataFrame, list of list, or numpy array, optional + test_data : pandas.DataFrame, list of list, or numpy.ndarray, optional Dataset pertaining to the test data. The default value is None. - json_path : str or Path, optional + json_path : str or pathlib.Path, optional Location for the output JSON files. The default value is None. target_type: str, optional Type of target the model is trying to find. Currently supports "classification" @@ -1262,19 +1279,22 @@ def calculate_model_statistics( continue data = cls.stat_dataset_to_dataframe(data, target_value, target_type) + data["predict_proba2"] = 1 - data["predict_proba"] conn.upload( data, - casout={"name": "assess_dataset", "replace": True, "caslib": "Public"}, + casout={"caslib": "Public", "name": "assess_dataset", "replace": True}, ) + if target_type == "classification": conn.percentile.assess( table={"name": "assess_dataset", "caslib": "Public"}, - response="predict", - pVar="predict_proba", - event=str(target_value), - pEvent=str(prob_value) if prob_value else str(0.5), - inputs="actual", + inputs="predict_proba", + response="actual", + event="1", + pvar="predict_proba2", + pevent="0", + includeLift=True, fitStatOut={"name": "FitStat", "replace": True, "caslib": "Public"}, rocOut={"name": "ROC", "replace": True, "caslib": "Public"}, casout={"name": "Lift", "replace": True, "caslib": "Public"}, @@ -1282,10 +1302,10 @@ def calculate_model_statistics( else: conn.percentile.assess( table={"name": "assess_dataset", "caslib": "Public"}, - response="predict", - inputs="actual", - fitStatOut={"name": "FitStat", "replace": True, "caslib": "Public"}, - casout={"name": "Lift", "replace": True, "caslib": "Public"}, + response="actual", + inputs="predict", + fitStatOut={"caslib": "Public", "name": "FitStat", "replace": True}, + casout={"caslib": "Public", "name": "Lift", "replace": True}, ) fitstat_dict = ( @@ -1350,20 +1370,20 @@ def calculate_model_statistics( @staticmethod def check_for_data( - validate: Union[DataFrame, List[list], Type["numpy.array"]] = None, - train: Union[DataFrame, List[list], Type["numpy.array"]] = None, - test: Union[DataFrame, List[list], Type["numpy.array"]] = None, + validate: Union[DataFrame, List[list], Type["numpy.ndarray"]] = None, + train: Union[DataFrame, List[list], Type["numpy.ndarray"]] = None, + test: Union[DataFrame, List[list], Type["numpy.ndarray"]] = None, ) -> list: """ Check which datasets were provided and return a list of flags. Parameters ---------- - validate : pandas.DataFrame, list of list, or numpy array, optional + validate : pandas.DataFrame, list of list, or numpy.ndarray, optional Dataset pertaining to the validation data. The default value is None. - train : pandas.DataFrame, list of list, or numpy array, optional + train : pandas.DataFrame, list of list, or numpy.ndarray, optional Dataset pertaining to the training data. The default value is None. - test : pandas.DataFrame, list of list, or numpy array, optional + test : pandas.DataFrame, list of list, or numpy.ndarray, optional Dataset pertaining to the test data. The default value is None. Returns @@ -1391,7 +1411,7 @@ def check_for_data( @staticmethod def stat_dataset_to_dataframe( - data: Union[DataFrame, List[list], Type["numpy.array"]], + data: Union[DataFrame, List[list], Type["numpy.ndarray"]], target_value: Union[str, int, float] = None, target_type: str = "classification", ) -> DataFrame: @@ -1407,7 +1427,7 @@ def stat_dataset_to_dataframe( Parameters ---------- - data : pandas.DataFrame, list of list, or numpy array + data : pandas.DataFrame, list of list, or numpy.ndarray Dataset representing the actual and predicted values of the model. May also include the prediction probabilities. target_value : str, int, or float, optional @@ -1426,13 +1446,6 @@ def stat_dataset_to_dataframe( Raised if an improper data format is provided. """ - # If numpy inputs are supplied, then assume numpy is installed - try: - # noinspection PyPackageRequirements - import numpy as np - except ImportError: - np = None - # Convert target_value to numeric for creating binary probabilities if isinstance(target_value, str): target_value = float(target_value) @@ -1519,7 +1532,7 @@ def read_json_file(path: Union[str, Path]) -> Any: Parameters ---------- - path : str or Path + path : str or pathlib.Path Location of the JSON file to be opened. Returns @@ -1627,9 +1640,9 @@ def create_requirements_json( Parameters ---------- - model_path : str or Path, optional + model_path : str or pathlib.Path, optional The path to a Python project, by default the current working directory. - output_path : str or Path, optional + output_path : str or pathlib.Path, optional The path for the output requirements.json file. The default value is None. Returns @@ -1748,7 +1761,7 @@ def get_code_dependencies( Parameters ---------- - model_path : string or Path, optional + model_path : str or pathlib.Path, optional File location for the output JSON file. The default value is the current working directory. @@ -1775,7 +1788,7 @@ def find_imports(file_path: Union[str, Path]) -> List[str]: Parameters ---------- - file_path : str or Path + file_path : str or pathlib.Path File location for the Python file to be parsed. Returns @@ -1813,13 +1826,13 @@ def get_pickle_file(pickle_folder: Union[str, Path] = Path.cwd()) -> List[Path]: Parameters ---------- - pickle_folder : str or Path + pickle_folder : str or pathlib.Path File location for the input pickle file. The default value is the current working directory. Returns ------- - list of Path + list of pathlib.Path A list of pickle files. """ return [ @@ -1835,7 +1848,7 @@ def get_pickle_dependencies(cls, pickle_file: Union[str, Path]) -> List[str]: Parameters ---------- - pickle_file : str or Path + pickle_file : str or pathlib.Path The file where you stored pickle data. Returns @@ -1862,9 +1875,10 @@ def get_package_names(stream: Union[bytes, str]) -> List[str]: This code has been adapted from the following stackoverflow example and utilizes the pickletools package. + Credit: modified from - https://stackoverflow.com/questions/64850179/inspecting-a-pickle-dump-for - -dependencies + https://stackoverflow.com/questions/64850179/inspecting-a-pickle-dump-for-dependencies + More information here: https://github.com/python/cpython/blob/main/Lib/pickletools.py @@ -1875,7 +1889,7 @@ def get_package_names(stream: Union[bytes, str]) -> List[str]: Returns ------- - List of str + list of str List of package names found as module dependencies in the pickle file. """ # Collect opcodes, arguments, and position values from the pickle stream @@ -2314,9 +2328,9 @@ def generate_model_card( "Only classification and prediction target types are currently accepted." ) if selection_statistic is None: - if target_type is "classification": + if target_type == "classification": selection_statistic = "_KS_" - elif target_type is "prediction": + elif target_type == "prediction": selection_statistic = "_ASE_" if selection_statistic not in cls.valid_params: raise RuntimeError( diff --git a/src/sasctl/pzmm/write_score_code.py b/src/sasctl/pzmm/write_score_code.py index bb2bff70..afe7e468 100644 --- a/src/sasctl/pzmm/write_score_code.py +++ b/src/sasctl/pzmm/write_score_code.py @@ -4,7 +4,7 @@ import re import textwrap from pathlib import Path -from typing import Any, Callable, Generator, List, Optional, Tuple, Type, Union +from typing import Any, Callable, Generator, List, Optional, Tuple, Union from warnings import warn import pandas as pd @@ -18,11 +18,11 @@ class ScoreCode: - score_code: str = "" + def __init__(self): + self.score_code = "" - @classmethod def write_score_code( - cls, + self, model_prefix: str, input_data: Union[DataFrame, List[dict]], predict_method: Union[Callable[..., List], List[Any]], @@ -36,6 +36,7 @@ def write_score_code( score_cas: Optional[bool] = True, score_code_path: Union[Path, str, None] = None, target_index: Optional[int] = None, + preprocess_function: Optional[Callable[[DataFrame], DataFrame]] = None, **kwargs, ) -> Union[dict, None]: """ @@ -49,14 +50,14 @@ def write_score_code( The following files are generated by this function if score_code_path: - - '*_score.py' + - '\*_score.py' - The Python score code file for the model. - 'dcmas_epscorecode.sas' (for SAS Viya 3.5 models) - - Python score code wrapped in DS2 and prepared for CAS scoring or - publishing. + - Python score code wrapped in DS2 and prepared for CAS scoring or\ + publishing. - 'dmcas_packagescorecode.sas' (for SAS Viya 3.5 models) - - Python score code wrapped in DS2 and prepared for SAS Microanalytic Score - scoring or publishing. + - Python score code wrapped in DS2 and prepared for SAS Microanalytic \ + Score scoring or publishing. The function determines the type of model based on the following arguments: output_variables, target_values, predict_threshold. As an example, consider the @@ -65,16 +66,18 @@ def write_score_code( For a binary classification model, where the model is determining if a flower is or is not the `setosa` species, the following can be passed: - - score_metrics = ["Setosa"] or ["Setosa", "Setosa_Proba"], - - target_values = ["1", "0"], - - predict_threshold = ["0.4"] + + - score_metrics = ["Setosa"] or ["Setosa", "Setosa_Proba"], + - target_values = ["1", "0"], + - predict_threshold = ["0.4"] For a multi-classification model, where the model is determining if a flower is one of three species, the following can be passed: - - score_metrics = ["Species"] or ["Species", "Setosa_Proba", - "Versicolor_Proba", "Virginica_Proba"] - - target_values = ["Setosa", "Versicolor", "Virginica"] - - predict_threshold = None + + - score_metrics = ["Species"] or ["Species", "Setosa_Proba",\ + "Versicolor_Proba", "Virginica_Proba"] + - target_values = ["Setosa", "Versicolor", "Virginica"] + - predict_threshold = None Disclaimer: The score code that is generated is designed to be a working template for any Python model, but is not guaranteed to work out of the box for @@ -85,18 +88,20 @@ def write_score_code( model_prefix : str The variable for the model name that is used when naming model files. (For example: hmeqClassTree + [Score.py || .pickle]). - input_data : DataFrame or list of dict - The `DataFrame` object contains the training data, and includes only the + input_data : pandas.DataFrame or list of dict + The :class:`pandas.DataFrame` object contains the training data, and includes only the predictor columns. The write_score_code function currently supports int(64), float(64), and string data types for scoring. Providing a list of dict objects signals that the model files are being created from an MLFlow model. - predict_method : [function -> list, list] + predict_method : Callable or list of Any The Python function used for model predictions and the expected output types. The expected output types can be passed as example values or as the value types. For example, if the model is a Scikit-Learn DecisionTreeClassifier, then pass either of the following: - * [sklearn.tree.DecisionTreeClassifier.predict, ["A"]] - * [sklearn.tree.DecisionTreeClassifier.predict_proba, [0.4, float]] + + * [sklearn.tree.DecisionTreeClassifier.predict, ["A"]] + * [sklearn.tree.DecisionTreeClassifier.predict_proba, [0.4, float]] + target_variable : str, optional Target variable to be predicted by the model. The default value is None. target_values : list of str, optional @@ -127,7 +132,7 @@ def write_score_code( and validated through both CAS and SAS Micro Analytic Service. If set to false, then the model will only be able to be scored and validated through SAS Micro Analytic Service. The default value is True. - score_code_path : str or Path, optional + score_code_path : str or pathlib.Path, optional Path for output score code file(s) to be generated. If no value is supplied a dict is returned instead. The default value is None. target_index : int, optional @@ -135,7 +140,7 @@ def write_score_code( index should match the index of the target outcome in target_values. If target_values are not given, this index should indicate whether the the target probability variable is the first or second variable returned by the model. The default value is 1. - kwargs + **kwargs Other keyword arguments are passed to one of the following functions: * sasctl.pzmm.ScoreCode._write_imports(pickle_type, mojo_model=None, binary_h2o_model=None, binary_string=None) @@ -149,9 +154,11 @@ def write_score_code( target_values=None, predict_threshold=None, h2o_model=None) """ # Extract the variable names and types from the input data - input_var_list, input_dtypes_list = cls._input_var_lists(input_data) + input_var_list, input_dtypes_list = self._input_var_lists(input_data) + + model_id = self._check_viya_version(model) - model_id = cls._check_viya_version(model) + sanitized_model_prefix = self.sanitize_model_prefix(model_prefix) # Set the model_file_name based on kwargs input if "model_file_name" in kwargs and "binary_string" in kwargs: @@ -173,7 +180,7 @@ def write_score_code( ) # Add the core imports to the score code with the specified model serializer - cls._write_imports( + self._write_imports( pickle_type, mojo_model="mojo_model" in kwargs, binary_h2o_model="binary_h2o_model" in kwargs, @@ -183,7 +190,7 @@ def write_score_code( # Generate model loading code for SAS Viya 3.5 models without binary strings if model_id and not binary_string: - model_load = cls._viya35_model_load( + model_load = self._viya35_model_load( model_id, model_file_name, pickle_type=pickle_type, @@ -192,7 +199,7 @@ def write_score_code( ) # As above, but for SAS Viya 4 models elif not binary_string: - model_load = cls._viya4_model_load( + model_load = self._viya4_model_load( model_file_name, pickle_type=pickle_type, mojo_model="mojo_model" in kwargs, @@ -203,21 +210,19 @@ def write_score_code( else: model_load = None - model_prefix = cls._check_valid_model_prefix(model_prefix) - # Define the score function using the variables found in input_data - cls.score_code += f"def score({', '.join(input_var_list)}):\n" + self.score_code += f"def score({', '.join(input_var_list)}):\n" """ def score(var1, var2, var3, var4): """ if not score_metrics: - score_metrics = cls._determine_score_metrics( + score_metrics = self._determine_score_metrics( predict_method[1], target_variable, target_values ) # Set the output variables in the line below from score_metrics - cls.score_code += f"{'':4}\"Output: {', '.join(score_metrics)}\"\n\n" + self.score_code += f"{'':4}\"Output: {', '.join(score_metrics)}\"\n\n" """ "Output: classification_variable, prediction_variable" @@ -226,7 +231,7 @@ def score(var1, var2, var3, var4): # Run a try/except block to catch errors for model loading (skip binary string) if model_load: - cls.score_code += ( + self.score_code += ( f"{'':4}try:\n{'':8}global model\n{'':4}" f"except NameError:\n{model_load}\n" ) @@ -240,13 +245,14 @@ def score(var1, var2, var3, var4): # Create the appropriate style of input array and write out the predict method if any(x in ["mojo_model", "binary_h2o_model"] for x in kwargs): - cls._predict_method( + self._predict_method( predict_method[0], input_var_list, missing_values=missing_values, dtype_list=input_dtypes_list, + preprocess_function=preprocess_function, ) - cls._predictions_to_metrics( + self._predictions_to_metrics( score_metrics, predict_method[1], target_values=target_values, @@ -255,15 +261,16 @@ def score(var1, var2, var3, var4): h2o_model=True, ) else: - cls._predict_method( + self._predict_method( predict_method[0], input_var_list, missing_values=missing_values, statsmodels_model="statsmodels_model" in kwargs, tf_model="tf_keras_model" in kwargs or "tf_core_model" in kwargs, + preprocess_function=preprocess_function, ) # Include check for numpy values and a conversion operation as needed - cls.score_code += ( + self.score_code += ( f"\n{'':4}# Check for numpy values and convert to a CAS readable " f"representation\n" f"{'':4}if isinstance(prediction, np.ndarray):\n" @@ -277,7 +284,7 @@ def score(var1, var2, var3, var4): """ - cls._predictions_to_metrics( + self._predictions_to_metrics( score_metrics, predict_method[1], target_values=target_values, @@ -286,18 +293,21 @@ def score(var1, var2, var3, var4): ) if missing_values: - cls._impute_missing_values(input_data, missing_values) + self._impute_missing_values(input_data, missing_values) + + if preprocess_function: + self._add_preprocess_code(preprocess_function) # SAS Viya 3.5 model if model_id: - mas_code, cas_code = cls._viya35_score_code_import( + mas_code, cas_code = self._viya35_score_code_import( model_prefix, model_id, score_cas ) if score_code_path: - py_code_path = Path(score_code_path) / f"score_{model_prefix}.py" + py_code_path = Path(score_code_path) / f"score_{sanitized_model_prefix}.py" with open(py_code_path, "w") as py_file: - py_file.write(cls.score_code) + py_file.write(self.score_code) if model_id and score_cas: with open(Path(score_code_path) / MAS_CODE_NAME, "w") as sas_file: # noinspection PyUnboundLocalVariable @@ -306,7 +316,7 @@ def score(var1, var2, var3, var4): # noinspection PyUnboundLocalVariable sas_file.write(cas_code) else: - output_dict = {f"score_{model_prefix}.py": cls.score_code} + output_dict = {f"score_{sanitized_model_prefix}.py": self.score_code} if model_id and score_cas: # noinspection PyUnboundLocalVariable output_dict[MAS_CODE_NAME] = mas_code @@ -325,7 +335,7 @@ def upload_and_copy_score_resources( ---------- model : str, dict, or RestObj The name or id of the model, or a dictionary representation of the model. - files : list of file objects + files : list of Any The list of score resource files to upload. Returns @@ -398,9 +408,8 @@ def _check_for_invalid_variable_names(var_list: List[str]) -> None: f"E.g. `str(name).isidentifier() == True`." ) - @classmethod def _write_imports( - cls, + self, pickle_type: Optional[str] = None, mojo_model: Optional[bool] = False, binary_h2o_model: Optional[bool] = False, @@ -432,7 +441,7 @@ def _write_imports( None. """ pickle_type = pickle_type if pickle_type else "pickle" - cls.score_code += ( + self.score_code += ( f"import math\nimport {pickle_type}\nimport pandas as pd\n" "import numpy as np\nfrom pathlib import Path\n\n" ) @@ -448,21 +457,24 @@ def _write_imports( try: if current_session().version_info() != 3.5: - cls.score_code += "import settings\n\n" + self.score_code += "import settings\n\n" + """ import settings """ + except AttributeError: warn( "No current session connection was found to a SAS Viya server. Score " "code will be written under the assumption that the target server is " "SAS Viya 4." ) + self.score_code += "import settings\n\n" if mojo_model or binary_h2o_model: - cls.score_code += "import h2o\n\nh2o.init()\n\n" + self.score_code += "import h2o\n\nh2o.init()\n\n" """ import h2o @@ -470,13 +482,13 @@ def _write_imports( """ elif tf_model: - cls.score_code += "import tensorflow as tf\n\n" + self.score_code += "import tensorflow as tf\n\n" """ import tensorflow as tf """ elif binary_string: - cls.score_code += ( + self.score_code += ( f'import codecs\n\nbinary_string = "{binary_string}"' f"\nmodel = {pickle_type}.loads(codecs.decode(binary_string" '.encode(), "base64"))\n\n' @@ -485,12 +497,11 @@ def _write_imports( import codecs binary_string = "" -model = pickle.load(codecs.decode(binary_string.encode(), "base64")) +model = pickle.loads(codecs.decode(binary_string.encode(), "base64")) """ - @classmethod def _viya35_model_load( - cls, + self, model_id: str, model_file_name: str, pickle_type: Optional[str] = None, @@ -525,7 +536,7 @@ def _viya35_model_load( pickle_type = pickle_type if pickle_type else "pickle" if mojo_model: - cls.score_code += ( + self.score_code += ( f"model = h2o.import_mojo(str(Path(" f'"/models/resources/viya/{model_id}/{model_file_name}")))\n\n' ) @@ -538,7 +549,7 @@ def _viya35_model_load( f'"/models/resources/viya/{model_id}/{model_file_name}")))' ) elif binary_h2o_model: - cls.score_code += ( + self.score_code += ( f'model = h2o.load(str(Path("/models/resources/viya/' f'{model_id}/{model_file_name}")))\n\n' ) @@ -551,7 +562,27 @@ def _viya35_model_load( f'{model_id}/{model_file_name}")))' ) else: - cls.score_code += ( + if pickle_type.lower() == "pickle": + self.score_code += ( + f'model_path = Path("/models/resources/viya/{model_id}' + f'")\nwith open(model_path / "{model_file_name}", ' + f"\"rb\") as pickle_model:\n{'':4}model = pd.read_pickle" + "(pickle_model)\n\n" + ) + """ +model_path = Path("/models/resources/viya/") +with open(model_path / "model.pickle", "rb") as pickle_model: + model = pd.read_pickle(pickle_model) + + """ + return ( + f"{'':8}model_path = Path(\"/models/resources/viya/{model_id}" + f"\")\n{'':8}with open(model_path / \"{model_file_name}\", " + f"\"rb\") as pickle_model:\n{'':12}model = pd.read_pickle" + "(pickle_model)" + ) + + self.score_code += ( f'model_path = Path("/models/resources/viya/{model_id}' f'")\nwith open(model_path / "{model_file_name}", ' f"\"rb\") as pickle_model:\n{'':4}model = {pickle_type}" @@ -570,9 +601,8 @@ def _viya35_model_load( ".load(pickle_model)" ) - @classmethod def _viya4_model_load( - cls, + self, model_file_name: str, pickle_type: Optional[str] = None, mojo_model: Optional[bool] = False, @@ -607,7 +637,7 @@ def _viya4_model_load( pickle_type = pickle_type if pickle_type else "pickle" if mojo_model: - cls.score_code += ( + self.score_code += ( f"model = h2o.import_mojo(str(Path(settings.pickle_path" f') / "{model_file_name}"))\n\n' ) @@ -620,7 +650,7 @@ def _viya4_model_load( f'"{model_file_name}"))\n\n' ) elif binary_h2o_model: - cls.score_code += ( + self.score_code += ( f"model = h2o.load(str(Path(settings.pickle_path) / " f"{model_file_name}))\n\n" ) @@ -633,7 +663,7 @@ def _viya4_model_load( f"{model_file_name}))\n\n" ) elif tf_keras_model: - cls.score_code += ( + self.score_code += ( f"model = tf.keras.models.load_model(Path(settings.pickle_path) / " f"\"{str(Path(model_file_name).with_suffix('.h5'))}\", " f"safe_mode=True)\n\n" @@ -648,7 +678,24 @@ def _viya4_model_load( f"safe_mode=True)\n" ) else: - cls.score_code += ( + if pickle_type.lower() == "pickle": + self.score_code += ( + f"with open(Path(settings.pickle_path) / " + f'"{model_file_name}", "rb") as pickle_model:\n' + f"{'':4}model = pd.read_pickle(pickle_model)\n\n" + ) + """ + with open(Path(settings.pickle_path) / "model.pickle", "rb") as pickle_model: + model = pd.read_pickle(pickle_model) + + """ + return ( + f"{'':8}with open(Path(settings.pickle_path) / " + f'"{model_file_name}", "rb") as pickle_model:\n' + f"{'':12}model = pd.read_pickle(pickle_model)\n\n" + ) + + self.score_code += ( f"with open(Path(settings.pickle_path) / " f'"{model_file_name}", "rb") as pickle_model:\n' f"{'':4}model = {pickle_type}.load(pickle_model)\n\n" @@ -664,9 +711,8 @@ def _viya4_model_load( f"{'':12}model = {pickle_type}.load(pickle_model)\n\n" ) - @classmethod def _impute_missing_values( - cls, data: DataFrame, missing_values: Union[bool, list, dict] + self, data: DataFrame, missing_values: Union[bool, list, dict] ) -> None: """ Write the missing value imputation function of the score code. This section of @@ -680,7 +726,7 @@ def _impute_missing_values( missing_values : bool, list, or dict """ - cls.score_code += "\n\ndef impute_missing_values(data):\n" + self.score_code += "\n\ndef impute_missing_values(data):\n" """ @@ -714,13 +760,13 @@ def impute_missing_values(data): else: impute_values = missing_values - cls.score_code += f"{'':4}impute_values = \\\n" + cls._wrap_indent_string( + self.score_code += f"{'':4}impute_values = \\\n" + self._wrap_indent_string( impute_values, 8 ) """ impute_values = \\\n + {"var1": 0, "var2": "", "var3": 125.3} """ - cls.score_code += f"\n{'':4}return data.replace(' .', np.nan).fillna(impute_values).apply(pd.to_numeric, errors='ignore')\n" + self.score_code += f"\n{'':4}return data.replace(' .', np.nan).fillna(impute_values).apply(pd.to_numeric, errors='ignore')\n" """ return data.replace(' .', np.nan).fillna(impute_values).apply(pd.to_numeric, errors='ignore') @@ -751,15 +797,15 @@ def _wrap_indent_string(text, indent=0): else: return "\n".join(line for line in wrapped_lines) - @classmethod def _predict_method( - cls, + self, method: Callable[..., List], var_list: List[str], dtype_list: Optional[List[str]] = None, missing_values: Optional[Any] = None, statsmodels_model: Optional[bool] = False, tf_model: Optional[bool] = False, + preprocess_function: Optional[Callable[[DataFrame], DataFrame]] = None, ) -> None: """ Write the model prediction section of the score code. @@ -782,7 +828,7 @@ def _predict_method( Flag to indicate that the model is a tensorflow model. The default value is False. """ - cls.score_code += ( + self.score_code += ( f"{'':4}index=None\n" f"{'':4}if not isinstance({var_list[0]}, pd.Series):\n" f"{'':8}index=[0]\n" @@ -806,15 +852,20 @@ def _predict_method( column_types += "}" input_dict = [f'"{var}": {var}' for var in var_list] - cls.score_code += f"{'':4}input_array = pd.DataFrame(\n" + self.score_code += f"{'':4}input_array = pd.DataFrame(\n" input_frame = f'{{{", ".join(input_dict)}}}, index=index' - cls.score_code += cls._wrap_indent_string(input_frame, 8) - cls.score_code += f"\n{'':4})\n" + self.score_code += self._wrap_indent_string(input_frame, 8) + self.score_code += f"\n{'':4})\n" + if missing_values: - cls.score_code += ( + self.score_code += ( f"{'':4}input_array = impute_missing_values(input_array)\n" ) - cls.score_code += ( + if preprocess_function: + self.score_code += ( + f"{'':4}input_array = {preprocess_function.__name__}(input_array)\n" + ) + self.score_code += ( f"{'':4}column_types = {column_types}\n" f"{'':4}h2o_array = h2o.H2OFrame(input_array, " f"column_types=column_types)\n{'':4}prediction = " @@ -835,7 +886,7 @@ def _predict_method( elif statsmodels_model: var_list.insert(0, "const") input_dict = [f'"{var}": {var}' for var in var_list] - cls.score_code += ( + self.score_code += ( f"{'':4}if not isinstance(\"{var_list[0]}\", pd.Series):\n" f"{'':8}const = 1\n" f"{'':4}else:\n" @@ -848,15 +899,19 @@ def _predict_method( const = pd.Series([1 for x in len(var1)]) """ - cls.score_code += f"{'':4}input_array = pd.DataFrame(\n" + self.score_code += f"{'':4}input_array = pd.DataFrame(\n" input_frame = f'{{{", ".join(input_dict)}}}, index=index' - cls.score_code += cls._wrap_indent_string(input_frame, 8) - cls.score_code += f"\n{'':4})\n" + self.score_code += self._wrap_indent_string(input_frame, 8) + self.score_code += f"\n{'':4})\n" if missing_values: - cls.score_code += ( + self.score_code += ( f"{'':4}input_array = impute_missing_values(input_array)\n" ) - cls.score_code += ( + if preprocess_function: + self.score_code += ( + f"{'':4}input_array = {preprocess_function.__name__}(input_array)\n" + ) + self.score_code += ( f"{'':4}prediction = model.{method.__name__}(input_array)\n" ) """ @@ -869,15 +924,19 @@ def _predict_method( elif tf_model: input_dict = [f'"{var}": {var}' for var in var_list] - cls.score_code += f"{'':4}input_array = pd.DataFrame(\n" + self.score_code += f"{'':4}input_array = pd.DataFrame(\n" input_frame = f'{{{", ".join(input_dict)}}}, index=index' - cls.score_code += cls._wrap_indent_string(input_frame, 8) - cls.score_code += f"\n{'':4})\n" + self.score_code += self._wrap_indent_string(input_frame, 8) + self.score_code += f"\n{'':4})\n" if missing_values: - cls.score_code += ( + self.score_code += ( f"{'':4}input_array = impute_missing_values(input_array)\n" ) - cls.score_code += ( + if preprocess_function: + self.score_code += ( + f"{'':4}input_array = {preprocess_function.__name__}(input_array)\n" + ) + self.score_code += ( f"{'':4}prediction = model.{method.__name__}(input_array)\n\n" f"{'':4} # Check if model returns logits or probabilities\n" f"{'':4}if not math.isclose(sum(predictions[0]), 1, rel_tol=.01):\n" @@ -901,15 +960,19 @@ def _predict_method( else: input_dict = [f'"{var}": {var}' for var in var_list] - cls.score_code += f"{'':4}input_array = pd.DataFrame(\n" + self.score_code += f"{'':4}input_array = pd.DataFrame(\n" input_frame = f'{{{", ".join(input_dict)}}}, index=index' - cls.score_code += cls._wrap_indent_string(input_frame, 8) - cls.score_code += f"\n{'':4})\n" + self.score_code += self._wrap_indent_string(input_frame, 8) + self.score_code += f"\n{'':4})\n" if missing_values: - cls.score_code += ( + self.score_code += ( f"{'':4}input_array = impute_missing_values(input_array)\n" ) - cls.score_code += ( + if preprocess_function: + self.score_code += ( + f"{'':4}input_array = {preprocess_function.__name__}(input_array)\n" + ) + self.score_code += ( f"{'':4}prediction = model.{method.__name__}(input_array).tolist()\n" ) """ @@ -1053,7 +1116,7 @@ def _yield_score_metrics( proba_count += 1 @staticmethod - def _determine_returns_type(returns: List[Any]) -> List[bool]: + def _determine_returns_type(outputs: List[Any]) -> List[bool]: """ Determine the return type of the prediction method. @@ -1062,7 +1125,7 @@ def _determine_returns_type(returns: List[Any]) -> List[bool]: Parameters ---------- - returns : list + outputs : list The list of expected outputs from the prediction method. Returns @@ -1072,18 +1135,19 @@ def _determine_returns_type(returns: List[Any]) -> List[bool]: classification values and `False` represents probability or prediction values. """ - for i, val in enumerate(returns): + + def is_str(val): if isinstance(val, str) or val == str: - returns[i] = True + return True elif isinstance(val, (float, int)) or val in [float, int]: - returns[i] = False + return False else: - returns[i] = True - return returns + return True + + return [is_str(val) for val in outputs] - @classmethod def _predictions_to_metrics( - cls, + self, metrics: List[str], predict_returns: List[Any], target_values: Optional[List[str]] = None, @@ -1110,7 +1174,7 @@ def _predictions_to_metrics( A list of target values for the target variable. The default value is None. predict_threshold : float, optional The prediction threshold for normalized probability score_metrics. Values - are expected to be between 0 and 1. The default value is None. + are expected to be between 0 and 1. The default value is None. h2o_model : bool, optional Flag to indicate that the model is an H2O.ai model. The default value is False. @@ -1128,7 +1192,7 @@ def _predictions_to_metrics( # Prediction model or no-calculation classification model if not (target_values or predict_threshold): - cls._no_targets_no_thresholds(metrics, predict_returns, h2o_model) + self._no_targets_no_thresholds(metrics, predict_returns, h2o_model) elif not target_values and predict_threshold: raise ValueError( "A threshold was provided to interpret the prediction results, however " @@ -1136,7 +1200,7 @@ def _predictions_to_metrics( ) # Binary classification model elif len(target_values) == 2: - cls._binary_target( + self._binary_target( metrics, target_values, predict_returns, @@ -1146,11 +1210,10 @@ def _predictions_to_metrics( ) # Multiclass classification model elif len(target_values) > 2: - cls._nonbinary_targets(metrics, target_values, predict_returns, h2o_model) + self._nonbinary_targets(metrics, target_values, predict_returns, h2o_model) - @classmethod def _no_targets_no_thresholds( - cls, + self, metrics: Union[List[str], str], returns: List[Any], h2o_model: Optional[bool] = False, @@ -1183,7 +1246,7 @@ def _no_targets_no_thresholds( elif isinstance(metrics, str): # Classification (with only classification output) or prediction model if h2o_model: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}{metrics} = prediction[1][0]\n{'':8}return {metrics}\n" f"{'':4}else:\n" @@ -1201,7 +1264,7 @@ def _no_targets_no_thresholds( return output_table """ else: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}{metrics} = prediction[0][0]\n{'':8}return {metrics}\n" f"{'':4}else:\n" @@ -1219,15 +1282,15 @@ def _no_targets_no_thresholds( else: # Classification model including predictions and classification if h2o_model: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}{metrics[0]} = prediction[1][0]\n" ) for i in range(len(metrics) - 1): - cls.score_code += ( + self.score_code += ( f"{'':8}{metrics[i + 1]} = float(prediction[1][{i + 1}])\n" ) - cls.score_code += ( + self.score_code += ( f"{'':8}return {', '.join(metrics)}\n" f"{'':4}else:\n" f"{'':8}prediction.columns = {metrics}\n" @@ -1246,11 +1309,11 @@ def _no_targets_no_thresholds( """ else: - cls.score_code += f"{'':4}if input_array.shape[0] == 1:\n" + self.score_code += f"{'':4}if input_array.shape[0] == 1:\n" for i in range(len(metrics)): - cls.score_code += f"{'':8}{metrics[i]} = prediction[0][{i}]\n" - cls.score_code += f"\n{'':8}return {', '.join(metrics)}\n" - cls.score_code += ( + self.score_code += f"{'':8}{metrics[i]} = prediction[0][{i}]\n" + self.score_code += f"\n{'':8}return {', '.join(metrics)}\n" + self.score_code += ( f"{'':4}else:\n" f"{'':8}output_table = pd.DataFrame(prediction, columns={metrics})" f"\n{'':8}return output_table\n" @@ -1269,9 +1332,8 @@ def _no_targets_no_thresholds( """ - @classmethod def _binary_target( - cls, + self, metrics: Union[List[str], str], target_values: List[str], returns: List[Any], @@ -1305,7 +1367,7 @@ def _binary_target( # Set default threshold threshold = 0.5 - returns = cls._determine_returns_type(returns) + returns = self._determine_returns_type(returns) if len(returns) > 3: raise ValueError( f"The prediction method has {len(returns)} returns. The score code " @@ -1321,7 +1383,7 @@ def _binary_target( if isinstance(metrics, str): # For h2o models with only one metric provided, return the classification if h2o_model: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[1][{target_index+1}] > {threshold}:\n" f"{'':12}{metrics} = \"{target_values[target_index]}\"\n" @@ -1345,7 +1407,7 @@ def _binary_target( """ # One return that is the classification elif len(returns) == 1 and returns[0]: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0]\n" f"{'':4}else:\n" @@ -1359,7 +1421,7 @@ def _binary_target( """ # One return that is a probability elif len(returns) == 1 and not returns[0]: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[0] > {threshold}:\n" f"{'':12}{metrics} = \"{target_values[target_index]}\"\n" @@ -1382,7 +1444,7 @@ def _binary_target( # Two returns from the prediction method elif len(returns) == 2 and sum(returns) == 0: # Only probabilities returned; return classification for larger value - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[0][{target_index}] > {threshold}:\n" f"{'':12}{metrics} = \"{target_values[target_index]}\"\n" @@ -1413,7 +1475,7 @@ def _binary_target( # TODO: Either figure out how to handle threshold or add warning # Determine which return is the classification value class_index = [i for i, x in enumerate(returns) if x][0] - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}{metrics} = prediction[0][{class_index}]\n{'':8}return {metrics}\n" f"{'':4}else:\n" @@ -1429,7 +1491,7 @@ def _binary_target( return output_table """ else: - cls._invalid_predict_config() + self._invalid_predict_config() elif len(metrics) == 2: # H2O models with two metrics are assumed to be classification + probability if h2o_model: @@ -1438,7 +1500,7 @@ def _binary_target( "score code should output the classification and probability for " "the target event to occur." ) - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[1][{target_index+1}] > {threshold}:\n" f"{'':12}{metrics[0]} = '{target_values[target_index]}'\n" @@ -1472,7 +1534,7 @@ def _binary_target( "probability output metrics, it is assumed that the classification " "metric is returned first." ) - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[0] > {threshold}:\n" f"{'':12}{metrics[0]} = \"{target_values[target_index]}\"\n" @@ -1502,7 +1564,7 @@ def _binary_target( " types, the score code assumes that a classification and the " "target event probability should be returned." ) - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[0][{target_index}] > {threshold}:\n" f"{'':12}{metrics[0]} = \"{target_values[target_index]}\"\n" @@ -1531,7 +1593,7 @@ def _binary_target( # TODO: Potentially add threshold # Return classification and probability value elif sum(returns) == 1 and len(returns) == 2: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][0], prediction[0][1]\n" f"{'':4}else:\n" @@ -1552,7 +1614,7 @@ def _binary_target( # Determine which return is the classification value class_index = [i for i, x in enumerate(returns) if x][0] if class_index == 0: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][0], prediction[0][{target_index+1}]\n" f"{'':4}else:\n" @@ -1571,7 +1633,7 @@ def _binary_target( return output_table """ else: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][{class_index}], prediction[0][{target_index}]\n" f"{'':4}else:\n" @@ -1591,10 +1653,10 @@ def _binary_target( return output_table.drop('drop', axis=1) """ else: - cls._invalid_predict_config() + self._invalid_predict_config() elif len(metrics) == 3: if h2o_model: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[1][0], float(prediction[1][1]), " f"float(prediction[1][2])\n" @@ -1615,7 +1677,7 @@ def _binary_target( " types, the score code assumes the return order to be: " "[classification, probability of event, probability of no event]." ) - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[0] > {threshold}:\n" f"{'':12}{metrics[0]} = \"{target_values[target_index]}\"\n" @@ -1650,7 +1712,7 @@ def _binary_target( "for a single return. For batch scoring, the return order of the " "probabilities will mirror their return order in the model." ) - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}if prediction[0][{target_index}] > {threshold}:\n" f"{'':12}{metrics[0]} = \"{target_values[target_index]}\"\n" @@ -1681,7 +1743,7 @@ def _binary_target( # Determine which return is the classification value class_index = [i for i, x in enumerate(returns) if x][0] if class_index == 0: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][0], prediction[0][1], 1 - prediction[0][1]\n" f"{'':4}else:\n" @@ -1698,7 +1760,7 @@ def _binary_target( return output_table """ else: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][1], prediction[0][0], 1 - prediction[0][0]\n" f"{'':4}else:\n" @@ -1718,7 +1780,7 @@ def _binary_target( """ # Return all values from prediction method elif sum(returns) == 1 and len(returns) == 3: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][0], prediction[0][1], prediction[0][2]\n" f"{'':4}else:\n" @@ -1731,13 +1793,12 @@ def _binary_target( return pd.DataFrame(prediction, columns=['Classification', 'Proba_0', 'Proba_1']) """ else: - cls._invalid_predict_config() + self._invalid_predict_config() else: raise ValueError("Too many score metrics were provided for a binary model.") - @classmethod def _nonbinary_targets( - cls, + self, metrics: Union[List[str], str], target_values: List[str], returns: List[Any], @@ -1759,7 +1820,7 @@ def _nonbinary_targets( Flag to indicate that the model is an H2O.ai model. The default value is False. """ - returns = cls._determine_returns_type(returns) + returns = self._determine_returns_type(returns) if sum(returns) >= 2: raise ValueError( "Based on the return types provided, the prediction method returns " @@ -1770,7 +1831,7 @@ def _nonbinary_targets( if isinstance(metrics, str): # For h2o models with only one metric provided, return the classification if h2o_model: - cls.score_code += ( + self.score_code += ( f"{'':4}target_values = {target_values}\n" f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}{metrics} = target_values[prediction[1][1:]." @@ -1791,7 +1852,7 @@ def _nonbinary_targets( """ # One return that is the classification elif len(returns) == 1: - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][0]\n" f"{'':4}else:\n" @@ -1804,7 +1865,7 @@ def _nonbinary_targets( return pd.DataFrame({'Classification': prediction}) """ elif len(returns) == len(target_values): - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}target_values = {target_values}\n" f"{'':8}return target_values[prediction[0].index(max(prediction[0]))]\n" @@ -1823,7 +1884,7 @@ def _nonbinary_targets( elif len(returns) == (len(target_values) + 1): # Determine which return is the classification value class_index = [i for i, x in enumerate(returns) if x][0] - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][{class_index}]\n" f"{'':4}else:\n" @@ -1836,10 +1897,10 @@ def _nonbinary_targets( return pd.DataFrame({'Classification': [p[0] for p in prediction]}) """ else: - cls._invalid_predict_config() + self._invalid_predict_config() elif len(metrics) == 2: if h2o_model: - cls.score_code += ( + self.score_code += ( f"{'':4}target_values = {target_values}\n" f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}{metrics[0]} = target_values[prediction[1][1:]." @@ -1859,7 +1920,7 @@ def _nonbinary_targets( return pd.DataFrame({'Classification': np.array(target_values)[index], 'Probability': np.max(prediction.iloc[0:, 1:], axis=1)}) """ elif len(returns) == len(target_values): - cls.score_code += ( + self.score_code += ( f"{'':4}target_values = {target_values}\n" f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return target_values[prediction[0].index(max(prediction[0]))], " @@ -1885,7 +1946,7 @@ def _nonbinary_targets( elif len(returns) == (len(target_values) + 1): # Determine which return is the classification value class_index = [i for i, x in enumerate(returns) if x][0] - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return prediction[0][{class_index}], " f"max(prediction[0][:{class_index}] + prediction[0][{class_index + 1}:])\n" @@ -1905,12 +1966,12 @@ def _nonbinary_targets( return pd.DataFrame({'Classification': df[0], 'Probability': max_proba}) """ else: - cls._invalid_predict_config() + self._invalid_predict_config() elif len(metrics) > 2: if h2o_model: if len(metrics) == len(target_values): h2o_returns = [f"prediction[1][{i+1}]" for i in range(len(metrics))] - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return {', '.join(h2o_returns)}\n" f"{'':4}else:\n" @@ -1928,7 +1989,7 @@ def _nonbinary_targets( """ elif len(metrics) == (len(target_values) + 1): h2o_returns = [f"prediction[1][{i}]" for i in range(len(metrics))] - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return {', '.join(h2o_returns)}\n" f"{'':4}else:\n" @@ -1949,7 +2010,7 @@ def _nonbinary_targets( and sum(returns) == 1 ): proba_returns = [f"prediction[0][{i}]" for i in range(len(returns))] - cls.score_code += ( + self.score_code += ( f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return {', '.join(proba_returns)}\n" f"{'':4}else:\n" @@ -1967,7 +2028,7 @@ def _nonbinary_targets( returns ) == 0: proba_returns = [f"prediction[0][{i}]" for i in range(len(returns))] - cls.score_code += ( + self.score_code += ( f"{'':4}target_values = {target_values}\n\n" f"{'':4}if input_array.shape[0] == 1:\n" f"{'':8}return target_values[prediction[0].index(max(prediction[0]))], " @@ -1990,7 +2051,7 @@ def _nonbinary_targets( return output_table """ else: - cls._invalid_predict_config() + self._invalid_predict_config() @staticmethod def _invalid_predict_config(): @@ -2139,7 +2200,7 @@ def _check_viya_version(cls, model: Union[str, dict, RestObj]) -> Union[str, Non return None @staticmethod - def _check_valid_model_prefix(prefix: str) -> str: + def sanitize_model_prefix(prefix: str) -> str: """ Check the model_prefix for a valid Python function name. @@ -2153,6 +2214,7 @@ def _check_valid_model_prefix(prefix: str) -> str: ------- model_prefix : str Returns a model_prefix, adjusted as needed for valid Python function names. + """ # Replace model_prefix if a valid function name is not provided if not prefix.isidentifier(): @@ -2166,9 +2228,8 @@ def _check_valid_model_prefix(prefix: str) -> str: else: return prefix - @classmethod def _viya35_score_code_import( - cls, prefix: str, model_id: str, score_cas: bool + self, prefix: str, model_id: str, score_cas: bool ) -> Tuple[str, str]: """ Upload the score code to SAS Model Manager and generate DS2 wrappers as needed. @@ -2199,11 +2260,11 @@ def _viya35_score_code_import( files = [ { "name": f"score_{prefix}.py", - "file": cls.score_code, + "file": self.score_code, "role": "score", } ] - cls.upload_and_copy_score_resources(model_id, files) + self.upload_and_copy_score_resources(model_id, files) # The typeConversion endpoint is only valid for models with Python score code model = mr.get_model(model_id) model["scoreCodeType"] = "Python" @@ -2216,7 +2277,7 @@ def _viya35_score_code_import( mas_code = mr.get( f"models/{file.modelId}/contents/{file.id}/content" ) - cls.upload_and_copy_score_resources( + self.upload_and_copy_score_resources( model_id, [ { @@ -2226,8 +2287,8 @@ def _viya35_score_code_import( } ], ) - cas_code = cls.convert_mas_to_cas(mas_code, model) - cls.upload_and_copy_score_resources( + cas_code = self.convert_mas_to_cas(mas_code, model) + self.upload_and_copy_score_resources( model, [ { @@ -2241,3 +2302,30 @@ def _viya35_score_code_import( model["scoreCodeType"] = "ds2MultiType" mr.update_model(model) return mas_code, cas_code + + def _add_preprocess_code( + self, preprocess_function: Callable[[DataFrame], DataFrame] + ): + """ + Places the given preprocess function, which must both take a DataFrame as an argument + and return a DataFrame, into the score code. If the preprocess function does not + return anything, an error is thrown. + + Parameters + ---------- + preprocess_function: function + The preprocess function to be added to the score code. + """ + import inspect + + preprocess_code = inspect.getsource(preprocess_function) + if not "return" in preprocess_code: + raise ValueError( + "The given score code does not return a value. " + + "To allow for the score code to work correctly, please ensure the preprocessed " + + "data is returned." + ) + if self.score_code[-1] == "\n": + self.score_code += preprocess_code + else: + self.score_code += "\n" + preprocess_code diff --git a/src/sasctl/pzmm/zip_model.py b/src/sasctl/pzmm/zip_model.py index 1103e3d4..0e47345b 100644 --- a/src/sasctl/pzmm/zip_model.py +++ b/src/sasctl/pzmm/zip_model.py @@ -1,6 +1,6 @@ # Copyright (c) 2020, SAS Institute Inc., Cary, NC, USA. All Rights Reserved. # SPDX-License-Identifier: Apache-2.0 -import io +from io import BytesIO import zipfile from pathlib import Path from typing import Optional, Union @@ -15,7 +15,7 @@ def _filter_files(file_dir: Union[str, Path], is_viya4: Optional[bool] = False) Parameters ---------- file_dir : str or Path - Location of *.json, *.pickle, *.mojo, and *Score.py files. + Location of \*.json, \*.pickle, \*.mojo, and \*Score.py files. is_viya4 : bool, optional Boolean to indicate difference in logic between SAS Viya 3.5 and SAS Viya 4. For Viya 3.5 models, ignore score code that is already in place in the file @@ -47,7 +47,7 @@ def zip_files( model_files: Union[dict, str, Path], model_prefix: str, is_viya4: Optional[bool] = False, - ) -> io.BytesIO: + ) -> BytesIO: """ Combines all JSON files with the model pickle file and associated score code file into a single archive ZIP file. @@ -58,7 +58,7 @@ def zip_files( Parameters ---------- - model_files : str, Path, or dict + model_files : str, pathlib.Path, or dict Either the directory location of the model files (string or Path object), or a dictionary containing the contents of all the model files. model_prefix : str @@ -69,14 +69,19 @@ def zip_files( For Viya 3.5 models, ignore score code that is already in place in the file directory provided. Default value is False. """ + if isinstance(model_files, dict): - zip_buffer = io.BytesIO() - with zipfile.ZipFile( - zip_buffer, "a", zipfile.ZIP_DEFLATED, False - ) as zip_file: + buffer = BytesIO() + + with zipfile.ZipFile(buffer, "w", zipfile.ZIP_DEFLATED, False) as archive: for file_name, data in model_files.items(): - zip_file.writestr(file_name, str(data)) - return io.BytesIO(zip_buffer.getvalue()) + if not isinstance(data, (str, bytes)): + data = str(data) + archive.writestr(file_name, data) + + # NOTE: bytes are added to the buffer when zip file is closed + # so ensure closed before returning + return buffer else: file_names = _filter_files(model_files, is_viya4) with zipfile.ZipFile( @@ -88,4 +93,4 @@ def zip_files( with open( str(Path(model_files) / (model_prefix + ".zip")), "rb" ) as zip_file: - return io.BytesIO(zip_file.read()) + return BytesIO(zip_file.read()) diff --git a/src/sasctl/services.py b/src/sasctl/services.py index 6b93c80e..38e67bdb 100644 --- a/src/sasctl/services.py +++ b/src/sasctl/services.py @@ -21,6 +21,8 @@ from ._services.report_images import ReportImages as report_images from ._services.reports import Reports as reports from ._services.saslogon import SASLogon as saslogon +from ._services.score_definitions import ScoreDefinitions as score_definitions +from ._services.score_execution import ScoreExecution as score_execution from ._services.sentiment_analysis import SentimentAnalysis as sentiment_analysis from ._services.text_categorization import TextCategorization as text_categorization from ._services.text_parsing import TextParsing as text_parsing diff --git a/src/sasctl/tasks.py b/src/sasctl/tasks.py index add40892..6bf5c67b 100644 --- a/src/sasctl/tasks.py +++ b/src/sasctl/tasks.py @@ -10,10 +10,12 @@ import logging import math import os -import pickle # skipcq BAN-B301 import re import sys +from pathlib import Path +from typing import Union from warnings import warn +import zipfile import pandas as pd @@ -30,6 +32,8 @@ from .services import model_management as mm from .services import model_publish as mp from .services import model_repository as mr +from .services import score_definitions as sd +from .services import score_execution as se from .utils.misc import installed_packages from .utils.pymas import from_pickle @@ -50,59 +54,6 @@ def _property(k, v): return {"name": str(k)[:_PROP_NAME_MAXLEN], "value": str(v)[:_PROP_VALUE_MAXLEN]} -def _sklearn_to_dict(model): - # Convert Scikit-learn values to built-in Model Manager values - mappings = { - "LogisticRegression": "Logistic regression", - "LinearRegression": "Linear regression", - "SVC": "Support vector machine", - "GradientBoostingClassifier": "Gradient boosting", - "GradientBoostingRegressor": "Gradient boosting", - "XGBClassifier": "Gradient boosting", - "XGBRegressor": "Gradient boosting", - "RandomForestClassifier": "Forest", - "DecisionTreeClassifier": "Decision tree", - "DecisionTreeRegressor": "Decision tree", - "classifier": "classification", - "regressor": "prediction", - } - - if hasattr(model, "_final_estimator"): - estimator = model._final_estimator - else: - estimator = model - estimator = type(estimator).__name__ - - # Standardize algorithm names - algorithm = mappings.get(estimator, estimator) - - # Standardize regression/classification terms - analytic_function = mappings.get(model._estimator_type, model._estimator_type) - - if analytic_function == "classification" and "logistic" in algorithm.lower(): - target_level = "Binary" - elif analytic_function == "prediction" and ( - "regressor" in estimator.lower() or "regression" in algorithm.lower() - ): - target_level = "Interval" - else: - target_level = None - - # Can tell if multi-class .multi_class - result = dict( - description=str(model)[:_DESC_MAXLEN], - algorithm=algorithm, - scoreCodeType="ds2MultiType", - trainCodeType="Python", - targetLevel=target_level, - function=analytic_function, - tool="Python %s.%s" % (sys.version_info.major, sys.version_info.minor), - properties=[_property(k, v) for k, v in model.get_params().items()], - ) - - return result - - def _create_project(project_name, model, repo, input_vars=None, output_vars=None): """Creates a project based on the model specifications. @@ -242,25 +193,179 @@ def _compare_properties(project_name, model, input_vars=None, output_vars=None): ) +def _register_open_source_model(model, name, project, X, modeler): + try: + info = utils.get_model_info(model, X=X) + except ValueError as e: + logger.debug("Model of type %s could not be inspected: %s", type(model), e) + raise + + from .pzmm import ImportModel, JSONFiles, PickleModel, ScoreCode + + pzmm_files = {} + + # If the model's type wasn't defined in a package, then it's a custom model + # and we need to ensure that the class definitions are serialized too. + # Using dill makes this easier. + module = sys.modules[type(model).__module__] + serialization_format = "dill" if not module.__package__ else "pickle" + + if serialization_format == "pickle": + serialized_model = PickleModel().pickle_trained_model(name, info.model) + # Returns dict with "prefix.pickle": bytes + assert len(serialized_model) == 1 + else: + # Serialize the model using dill + import dill + + sanitized_prefix = ScoreCode.sanitize_model_prefix(name) + serialized_model = {f"{sanitized_prefix}.pickle": dill.dumps(info.model)} + + input_vars = JSONFiles().write_var_json(info.X, is_input=True) + output_vars = JSONFiles().write_var_json(info.y, is_input=False) + metadata = JSONFiles().write_file_metadata_json(model_prefix=name) + properties = JSONFiles().write_model_properties_json( + model_name=name, + model_desc=info.description, + model_algorithm=info.algorithm, + modeler=modeler, + target_variable=info.target_column, + target_values=info.target_values, + ) + + # requirements = JSONFiles().create_requirements_json(model) + + pzmm_files.update(serialized_model) + pzmm_files.update(input_vars) + pzmm_files.update(output_vars) + pzmm_files.update(metadata) + pzmm_files.update(properties) + + model_obj, _ = ImportModel().import_model( + model_files=pzmm_files, + model_prefix=name, + project=project, + input_data=info.X, + predict_method=[info.predict_function, info.y.iloc[0].to_list()], + predict_threshold=info.threshold, + score_metrics=info.output_column_names, + target_values=info.target_values, + pickle_type=serialization_format, + model_file_name=list(serialized_model.keys())[0], + ) + return model_obj + + +def _register_sas_model( + model, name, project, create_project=False, version=None, X=None, repo_obj=None +): + if "DataStepSrc" in model.columns: + zip_file = utils.create_package_from_datastep(model, input=X) + if create_project: + out_var = [] + in_var = [] + import copy + + zip_file_copy = copy.deepcopy(zip_file) + tmp_zip = zipfile.ZipFile(zip_file_copy) + if "outputVar.json" in tmp_zip.namelist(): + out_var = json.loads( + tmp_zip.read("outputVar.json").decode("utf=8") + ) # added decode for 3.5 and older + for tmp in out_var: + tmp.update({"role": "output"}) + if "inputVar.json" in tmp_zip.namelist(): + in_var = json.loads( + tmp_zip.read("inputVar.json").decode("utf-8") + ) # added decode for 3.5 and older + for tmp in in_var: + if tmp["role"] != "input": + tmp["role"] = "input" + + if "ModelProperties.json" in tmp_zip.namelist(): + model_props = json.loads( + tmp_zip.read("ModelProperties.json").decode("utf-8") + ) + else: + model_props = {} + project = _create_project(project, model_props, repo_obj, in_var, out_var) + model = mr.import_model_from_zip(name, project, zip_file, version=version) + # Assume ASTORE model if not a DataStep model + else: + cas = model.session.get_connection() + cas.loadactionset("astore") + + if create_project: + result = cas.astore.describe(rstore=model, epcode=False) + model_props = utils.astore._get_model_properties(result) + + # Format input & output variable info as lists of dicts + input_vars = [ + utils.astore.get_variable_properties(v) + for v in result.InputVariables.itertuples() + ] + output_vars = [ + utils.astore.get_variable_properties(v) + for v in result.OutputVariables.itertuples() + ] + + # Set the variable 'role' if it wasn't included (not all astores specify) + for v in input_vars: + v.setdefault("role", "INPUT") + for v in output_vars: + v.setdefault("role", "OUTPUT") + + # Some astores include the target variable in the 'InputVariable' data frame. Exclude anything not + # marked as INPUT. + input_vars = [v for v in input_vars if v["role"] == "INPUT"] + + project = _create_project( + project, model_props, repo_obj, input_vars, output_vars + ) + else: + project = mr.get_project(project) + + if current_session().version_info() < 4: + # Upload the model as a ZIP file if using Viya 3. + zip_file = utils.create_package(model, input=input) + model = mr.import_model_from_zip(name, project, zip_file, version=version) + else: + # If using Viya 4, just upload the raw AStore and Model Manager will handle inspection. + astore = cas.astore.download(rstore=model) + params = { + "name": name, + "projectId": project.id, + "type": "ASTORE", + } + model = mr.post( + "/models", + files={"files": (f"{model.params['name']}.sasast", astore["blob"])}, + data=params, + ) + return model + + def register_model( model, name, project, repository=None, - input=None, + X=None, version=None, files=None, force=False, record_packages=True, + modeler=None, + input=None, ): """Register a model in the model repository. Parameters ---------- - model : swat.CASTable or sklearn.BaseEstimator - The model to register. If an instance of ``swat.CASTable`` the table - is assumed to hold an ASTORE, which will be downloaded and used to - construct the model to register. If a scikit-learn estimator, the + model : swat.cas.table.CASTable or sklearn.base.BaseEstimator + The model to register. If an instance of :class:`swat.cas.table.CASTable` + the table is assumed to hold an ASTORE, which will be downloaded and used + to construct the model to register. If a scikit-learn estimator, the model will be pickled and uploaded to the registry and score code will be generated for publishing the model to MAS. name : str @@ -271,14 +376,15 @@ def register_model( repository : str or dict, optional The name or id of the repository, or a dictionary representation of the repository. If omitted, the default repository will be used. - input : DataFrame, type, list of type, or dict of str: type, optional + X : pandas.DataFrame, type, list of type, or dict of str: type, optional The expected type for each input value of the target function. Can be omitted if target function includes type hints. If a DataFrame is provided, the columns will be inspected to determine type information. If a single type is provided, all columns will be assumed to be that type, otherwise a list of column types or a dictionary of column_name: type may be provided. - version : {'new', 'latest', int}, optional + version : str or int, optional + If str choose from ``{'new', 'latest'}``. Version number of the project in which the model should be created. Defaults to 'new'. files : list @@ -292,11 +398,16 @@ def register_model( record_packages : bool, optional Capture Python packages registered in the environment. Defaults to True. Ignored if `model` is not a Python object. + modeler : str, optional + The name of the user who created the model. Will default ot the + current user if not specified. + input : pandas.DataFrame, type, list of type, or dict of str: type, optional + Deprecated, use `X` instead. Returns ------- model : RestObj - The newly registered model as an instance of ``RestObj`` + The newly registered model as an instance of :class:`.core.RestObj` Notes ----- @@ -325,6 +436,13 @@ def register_model( files = files or [] + if X is None and input is not None: + X = input + warn( + "The `input` parameter is deprecated. Use `X` instead.", + DeprecationWarning, + ) + # Find the project if it already exists p = mr.get_project(project) if project is not None else None @@ -368,198 +486,38 @@ def register_model( "received '%r'." % (swat.CASTable, model) ) - if "DataStepSrc" in model.columns: - zip_file = utils.create_package_from_datastep(model, input=input) - if create_project: - out_var = [] - in_var = [] - import copy - import zipfile as zp - - zip_file_copy = copy.deepcopy(zip_file) - tmp_zip = zp.ZipFile(zip_file_copy) - if "outputVar.json" in tmp_zip.namelist(): - out_var = json.loads( - tmp_zip.read("outputVar.json").decode("utf=8") - ) # added decode for 3.5 and older - for tmp in out_var: - tmp.update({"role": "output"}) - if "inputVar.json" in tmp_zip.namelist(): - in_var = json.loads( - tmp_zip.read("inputVar.json").decode("utf-8") - ) # added decode for 3.5 and older - for tmp in in_var: - if tmp["role"] != "input": - tmp["role"] = "input" - - if "ModelProperties.json" in tmp_zip.namelist(): - model_props = json.loads( - tmp_zip.read("ModelProperties.json").decode("utf-8") - ) - else: - model_props = {} - project = _create_project( - project, model_props, repo_obj, in_var, out_var - ) - model = mr.import_model_from_zip(name, project, zip_file, version=version) - # Assume ASTORE model if not a DataStep model - else: - cas = model.session.get_connection() - cas.loadactionset("astore") - - if create_project: - result = cas.astore.describe(rstore=model, epcode=False) - model_props = utils.astore._get_model_properties(result) - - # Format input & output variable info as lists of dicts - input_vars = [ - utils.astore.get_variable_properties(v) - for v in result.InputVariables.itertuples() - ] - output_vars = [ - utils.astore.get_variable_properties(v) - for v in result.OutputVariables.itertuples() - ] - - # Set the variable 'role' if it wasn't included (not all astores specify) - for v in input_vars: - v.setdefault("role", "INPUT") - for v in output_vars: - v.setdefault("role", "OUTPUT") - - # Some astores include the target variable in the 'InputVariable' data frame. Exclude anything not - # marked as INPUT. - input_vars = [v for v in input_vars if v["role"] == "INPUT"] - - project = _create_project( - project, model_props, repo_obj, input_vars, output_vars - ) - else: - project = mr.get_project(project) - - if current_session().version_info() < 4: - # Upload the model as a ZIP file if using Viya 3. - zipfile = utils.create_package(model, input=input) - model = mr.import_model_from_zip( - name, project, zipfile, version=version - ) - else: - # If using Viya 4, just upload the raw AStore and Model Manager will handle inspection. - astore = cas.astore.download(rstore=model) - params = { - "name": name, - "projectId": project.id, - "type": "ASTORE", - } - model = mr.post( - "/models", - files={"files": (f"{model.params['name']}.sasast", astore["blob"])}, - data=params, - ) - return model - - # If the model is a scikit-learn model, generate the model dictionary - # from it and pickle the model for storage - if all(hasattr(model, attr) for attr in ["_estimator_type", "get_params"]): - # Pickle the model so we can store it - model_pkl = pickle.dumps(model) - files.append({"name": "model.pkl", "file": model_pkl, "role": "Python Pickle"}) - - target_funcs = [f for f in ("predict", "predict_proba") if hasattr(model, f)] - - # Extract model properties - model = _sklearn_to_dict(model) - model["name"] = name - - # Get package versions in environment - packages = installed_packages() - if record_packages and packages is not None: - model.setdefault("properties", []) - - # Define a custom property to capture each package version - # NOTE: some packages may not conform to the 'name==version' format - # expected here (e.g those installed with pip install -e). Such - # packages also generally contain characters that are not allowed - # in custom properties, so they are excluded here. - for p in packages: - if "==" in p: - n, v = p.split("==") - model["properties"].append(_property("env_%s" % n, v)) - - # Generate and upload a requirements.txt file - files.append({"name": "requirements.txt", "file": "\n".join(packages)}) - - # Generate PyMAS wrapper - try: - mas_module = from_pickle( - model_pkl, target_funcs, input_types=input, array_input=True - ) - - # Include score code files from ESP and MAS - files.append( - { - "name": "dmcas_packagescorecode.sas", - "file": mas_module.score_code(), - "role": "Score Code", - } - ) - files.append( - { - "name": "dmcas_epscorecode.sas", - "file": mas_module.score_code(dest="CAS"), - "role": "score", - } - ) - files.append( - { - "name": "python_wrapper.py", - "file": mas_module.score_code(dest="Python"), - } - ) - - model["inputVariables"] = [ - var.as_model_metadata() for var in mas_module.variables if not var.out - ] + model_obj = _register_sas_model( + model, + name, + project, + repo_obj=repo_obj, + X=X, + create_project=create_project, + version=version, + ) - model["outputVariables"] = [ - var.as_model_metadata() for var in mas_module.variables if var.out - ] - except ValueError: - # PyMAS creation failed, most likely because input data wasn't - # provided - logger.exception("Unable to inspect model %s", model) - - warn( - "Unable to determine input/output variables. " - " Model variables will not be specified and some " - "model functionality may not be available." - ) + elif not isinstance(model, dict): + model_obj = _register_open_source_model( + model, name, project, X=X, modeler=modeler or current_session().username + ) else: - # Otherwise, the model better be a dictionary of metadata - if not isinstance(model, dict): - raise TypeError( - "Expected an instance of '%r' but received '%r'." % ({}, model) - ) - - if create_project: project = _create_project(project, model, repo_obj) - # If replacing an existing version, make sure the model version exists - if str(version).lower() != "new": - # Update an existing model with new files - model_obj = mr.get_model(name) - if model_obj is None: - raise ValueError( - "Unable to update version '%s' of model '%s. " - "Model not found." % (version, name) - ) - model = mr.create_model_version(name) - mr.delete_model_contents(model) - else: - # Assume new model to create - model = mr.create_model(model, project) + # If replacing an existing version, make sure the model version exists + if str(version).lower() != "new": + # Update an existing model with new files + if mr.get_model(name) is None: + raise ValueError( + f"Unable to update version '{version}' of model '{name}'. " + "Model not found." + ) + model_obj = mr.create_model_version(name) + mr.delete_model_contents(model_obj) + else: + # Assume new model to create + model_obj = mr.create_model(model, project) - if not isinstance(model, RestObj): + if not isinstance(model_obj, RestObj): raise TypeError( "Model should be an instance of '%r' but received '%r' " "instead." % (RestObj, model) @@ -568,11 +526,16 @@ def register_model( # Upload any additional files for file in files: if isinstance(file, dict): - mr.add_model_content(model, **file) + for k in file.keys(): + if k not in ("name", "file", "role"): + raise ValueError( + f"Invalid key '{k}' in `file` dictionary. Valid keys are 'name', 'file', and 'role'." + ) + mr.add_model_content(model_obj, **file) else: - mr.add_model_content(model, file) + mr.add_model_content(model_obj, file) - return model + return model_obj def publish_model( @@ -593,7 +556,7 @@ def publish_model( replace : bool, optional Whether to overwrite the model if it already exists in the `destination` - kwargs : optional + **kwargs additional arguments will be passed to the underlying publish functions. @@ -713,7 +676,7 @@ def update_model_performance(data, model, label, refresh=True): Parameters ---------- - data : Dataframe + data : pandas.DataFrame model : str or dict The name or id of the model, or a dictionary representation of the model. @@ -726,19 +689,17 @@ def update_model_performance(data, model, label, refresh=True): Returns ------- - CASTable + swat.cas.table.CASTable The CAS table containing the performance data. See Also -------- - :meth:`model_management.create_performance_definition <.ModelManagement.create_performance_definition>` + :meth:`model_management.create_performance_definition <.ModelManagement.create_performance_definition>` .. versionadded:: v1.3 """ - try: - import swat - except ImportError: + if swat is None: raise RuntimeError( "The 'swat' package is required to save model " "performance data." ) @@ -930,7 +891,7 @@ def get_project_kpis( Column value to be filtered, by default None Returns ------- - kpiTableDf : DataFrame + kpiTableDf : pandas.DataFrame A pandas DataFrame representing the MM_STD_KPI table. Note that SAS missing values are replaced with pandas valid missing values. """ @@ -1008,3 +969,110 @@ def get_project_kpis( kpiTableDf = kpiTableDf.apply(lambda x: x.str.strip()).replace([".", ""], None) return kpiTableDf + + +def score_model_with_cas( + score_def_name: str, + model: Union[str, dict], + table_name: str, + table_file: Union[str, Path] = None, + description: str = "", + server_name: str = "cas-shared-default", + library_name: str = "Public", + model_version: str = "latest", + use_cas_gateway: bool = False, +): + score_definition = sd.create_score_definition( + score_def_name, + model, + table_name, + table_file=table_file, + description=description, + server_name=server_name, + library_name=library_name, + model_version=model_version, + use_cas_gateway=use_cas_gateway, + ) + score_execution = se.create_score_execution(score_definition.id) + score_execution_poll = se.poll_score_execution_state(score_execution) + print(score_execution_poll) + score_results = se.get_score_execution_results(score_execution, use_cas_gateway) + return score_results + + +def upload_local_model( + path: Union[str, Path], + model_name: str, + project_name: str, + repo_name: Union[str, dict] = None, + version: str = "latest", +): + """A function to upload a model and any associated files to the model repository. + Parameters + ---------- + path : Union[str, Path] + The path to the model and any associated files. + model_name : str + The name of the model. + project_name : str + The name of the project to which the model will be uploaded. + repo_name : Union[str, dict], optional + repository in which to create the project + version: str, optional + The version of the model being uploaded. Defaults to 'latest'. For new model version, use 'new'. + """ + # Use default repository if not specified + try: + if repo_name is None: + repository = mr.default_repository() + else: + repository = mr.get_repository(repo_name) + except HTTPError as e: + if e.code == 403: + raise AuthorizationError( + "Unable to register model. User account does not have read permissions " + "for the /modelRepository/repositories/ URL. Please contact your SAS " + "Viya administrator." + ) + raise e + + # Unable to find or create the repo. + if not repository and not repo_name: + raise ValueError("Unable to find a default repository") + if not repository: + raise ValueError(f"Unable to find repository '{repo_name}'") + + # Get project from repo if it exists; if it doesn't, create a new one + p = mr.get_project(project_name) + if p is None: + p = mr.create_project(project_name, repository) + + # zip up all files in directory (except any previous zip files) + zip_name = str(Path(path) / (model_name + ".zip")) + file_names = sorted(Path(path).glob("*[!(zip|sasast)]")) + sasast_file = next(Path(path).glob("*.sasast"), None) + if sasast_file: + # If a sasast file is present, upload it as well + with open(sasast_file, "rb") as sasast: + sasast_model = sasast.read() + data = { + "name": model_name, + "projectId": p.id, + "type": "ASTORE", + "versionOption": version, + } + files = {"files": (sasast_file.name, sasast_model)} + model = mr.post("/models", files=files, data=data) + for file in file_names: + with open(file, "r") as f: + mr.add_model_content(model, f, file.name) + else: + with zipfile.ZipFile(str(zip_name), mode="w") as zFile: + for file in file_names: + zFile.write(str(file), arcname=file.name) + # upload zipped model + with open(zip_name, "rb") as zip_file: + model = mr.import_model_from_zip( + model_name, project_name, zip_file, version=version + ) + return model diff --git a/src/sasctl/utils/__init__.py b/src/sasctl/utils/__init__.py index 1a31df82..142d2294 100644 --- a/src/sasctl/utils/__init__.py +++ b/src/sasctl/utils/__init__.py @@ -9,4 +9,5 @@ create_package_from_astore, create_package_from_datastep, ) +from .model_info import get_model_info from .model_migration import convert_model_zip diff --git a/src/sasctl/utils/astore.py b/src/sasctl/utils/astore.py index d9300ab2..91a0de09 100644 --- a/src/sasctl/utils/astore.py +++ b/src/sasctl/utils/astore.py @@ -23,9 +23,9 @@ def create_package(table, input=None): Parameters ---------- - table : swat.CASTable + table : swat.cas.table.CASTable The CAS table containing an ASTORE or score code. - input : DataFrame, type, list of type, or dict of str: type, optional + input : pandas.DataFrame, type, list of type, or dict of str, optional The expected type for each input value of the target function. Can be omitted if target function includes type hints. If a DataFrame is provided, the columns will be inspected to determine type information. @@ -40,7 +40,7 @@ def create_package(table, input=None): See Also -------- - model_repository.import_model_from_zip + ~.model_repository.ModelRepository.import_model_from_zip """ if swat is None: @@ -63,9 +63,9 @@ def create_package_from_datastep(table, input=None): Parameters ---------- - table : swat.CASTable + table : swat.cas.table.CASTable The CAS table containing the score code. - input : DataFrame, type, list of type, or dict of str: type, optional + input : pandas.DataFrame, type, list of type, or dict of str, optional The expected type for each input value of the target function. Can be omitted if target function includes type hints. If a DataFrame is provided, the columns will be inspected to determine type information. @@ -80,7 +80,7 @@ def create_package_from_datastep(table, input=None): See Also -------- - model_repository.import_model_from_zip + ~.model_repository.ModelRepository.import_model_from_zip """ dscode = table.to_frame().loc[0, "DataStepSrc"] @@ -151,7 +151,7 @@ def create_package_from_astore(table): Parameters ---------- - table : swat.CASTable + table : swat.cas.table.CASTable The CAS table containing the ASTORE. Returns @@ -161,7 +161,7 @@ def create_package_from_astore(table): See Also -------- - model_repository.import_model_from_zip + ~.model_repository.ModelRepository.import_model_from_zip """ files = create_files_from_astore(table) @@ -174,7 +174,7 @@ def create_files_from_astore(table): Parameters ---------- - table : swat.CASTable + table : swat.cas.table.CASTable The CAS table containing the ASTORE. Returns @@ -383,18 +383,13 @@ def regression_target(r): properties["function"] = "classification" properties["targetVariable"] = classification_target(result) - elif algorithm == "forest": - properties["algorithm"] = "Random forest" - - if is_classification(result): - properties["function"] = "classification" - properties["targetVariable"] = classification_target(result) + elif algorithm in ("forest", "gradboost", "tree-based models"): + if algorithm == "forest": + properties["algorithm"] = "Random forest" + elif algorithm == "gradboost": + properties["algorithm"] = "Gradient boosting" else: - properties["function"] = "prediction" - properties["targetVariable"] = regression_target(result) - - elif algorithm == "gradboost": - properties["algorithm"] = "Gradient boosting" + properties["algorithm"] = "Tree-based model" if is_classification(result): properties["function"] = "classification" @@ -427,7 +422,7 @@ def regression_target(r): else: properties["tool"] = "" - + # todo: warn return properties diff --git a/src/sasctl/utils/model_info.py b/src/sasctl/utils/model_info.py new file mode 100644 index 00000000..857497cc --- /dev/null +++ b/src/sasctl/utils/model_info.py @@ -0,0 +1,631 @@ +#!/usr/bin/env python +# encoding: utf-8 +# +# Copyright © 2023, SAS Institute Inc., Cary, NC, USA. All Rights Reserved. +# SPDX-License-Identifier: Apache-2.0 + +import math +import warnings +from abc import ABC, abstractmethod +from typing import Any, Callable, Dict, List, Union + +import numpy as np +import pandas as pd + +try: + import torch +except ImportError: + torch = None + +try: + import onnx + + # ONNX serializes models using protobuf, so this should be safe + from google.protobuf import json_format +except ImportError: + onnx = None + +try: + import onnxruntime +except ImportError: + onnxruntime = None + + +def get_model_info(model, X, y=None): + """Extracts metadata about the model and associated data sets. + + Parameters + ---------- + model : object + A trained model + X : array-like + Sample of the data used to train the model. + y : array-like + Sample of the output produced by the model. + + Returns + ------- + ModelInfo + + Raises + ------ + ValueError + If `model` is not a recognized type. + + """ + + # Don't need to import sklearn, just check if the class is part of that module. + if type(model).__module__.startswith("sklearn."): + return SklearnModelInfo(model, X, y) + + if type(model).__module__.startswith("onnx"): + return _load_onnx_model(model, X, y) + + # Most PyTorch models are actually subclasses of torch.nn.Module, so checking module + # name alone is not sufficient. + if torch and isinstance(model, torch.nn.Module): + return PyTorchModelInfo(model, X, y) + + raise ValueError(f"Unrecognized model type {type(model)} received.") + + +def _load_onnx_model(model, X, y=None): + # TODO: unncessary? static analysis of onnx file sufficient? + if onnxruntime: + return OnnxModelInfo(model, X, y) + + return OnnxModelInfo(model, X, y) + + +class ModelInfo(ABC): + """Base class for storing model metadata. + + Attributes + ---------- + algorithm : str + Will appear in the "Algorithm" drop-down menu in Model Manager. + Example: "Forest", "Neural networks", "Binning", etc. + analytic_function : str + Will appear in the "Function" drop-down menu in Model Manager. + Example: "Classification", "Clustering", "Prediction" + is_binary_classifier : bool + is_classifier : bool + is_regressor : bool + is_clusterer : bool + model : object + The model instance that the information was extracted from. + model_params : {str: any} + Dictionary of parameter names and values. + output_column_names : list of str + Variable names associated with the outputs of `model`. + predict_function : callable + The method on `model` that is called to produce predicted values. + target_values : list of str + Class labels returned by a classification model. For binary classification models + this is just the label of the targeted event level. + threshold : float or None + The cutoff value used in a binary classification model to determine which class an + observation belongs to. Returns None if not a binary classification model. + X : pandas.DataFrame + A sample of the input data used to train the model. Must contain at least one row. + y : pandas.DataFrame + A sample of the output data produced by the model. Must have at least one row. + + """ + + @property + @abstractmethod + def algorithm(self) -> str: + return + + @property + def analytic_function(self) -> str: + if self.is_classifier: + return "classification" + if self.is_regressor: + return "prediction" + + @property + def description(self) -> str: + return str(self.model) + + @property + @abstractmethod + def is_binary_classifier(self) -> bool: + return + + @property + @abstractmethod + def is_classifier(self) -> bool: + return + + @property + @abstractmethod + def is_clusterer(self) -> bool: + return + + @property + @abstractmethod + def is_regressor(self) -> bool: + return + + @property + @abstractmethod + def model(self) -> object: + return + + @property + @abstractmethod + def model_params(self) -> Dict[str, Any]: + return + + @property + def output_column_names(self) -> List[str]: + return self.y.columns.tolist() + + @property + @abstractmethod + def predict_function(self) -> Callable: + return + + @property + @abstractmethod + def target_column(self): + return + + @property + @abstractmethod + def target_values(self): + # "target event" + # value that indicates the target event has occurred in bianry classification + return + + @property + @abstractmethod + def threshold(self) -> Union[str, None]: + return + + @property + @abstractmethod + def X(self) -> pd.DataFrame: + return + + @property + @abstractmethod + def y(self) -> pd.DataFrame: + return + + +class OnnxModelInfo(ModelInfo): + def __init__(self, model, X, y=None): + if onnx is None: + raise RuntimeError( + "The onnx package must be installed to work with ONNX models. " + "Please `pip install onnx`." + ) + + self._model = model + self._X = X + self._y = y + + inferred_model = onnx.shape_inference.infer_shapes(model) + + inputs = [self._tensor_to_dataframe(i) for i in inferred_model.graph.input] + outputs = [self._tensor_to_dataframe(o) for o in inferred_model.graph.output] + + if len(inputs) > 1: + warnings.warn( + f"The ONNX model has {len(inputs)} inputs but only the first input " + f"will be captured in Model Manager." + ) + + if len(outputs) > 1: + warnings.warn( + f"The ONNX model has {len(outputs)} outputs but only the first output " + f"will be captured in Model Manager." + ) + + self._X_df = inputs[0] + self._y_df = outputs[0] + + @staticmethod + def _tensor_to_dataframe(tensor): + """ + + Parameters + ---------- + tensor : onnx.onnx_ml_pb2.ValueInfoProto or dict + A protobuf `Message` containing information + + Returns + ------- + pandas.DataFrame + + Examples + -------- + df = _tensor_to_dataframe(model.graph.input[0]) + + """ + if isinstance(tensor, onnx.onnx_ml_pb2.ValueInfoProto): + tensor = json_format.MessageToDict(tensor) + elif not isinstance(tensor, dict): + raise ValueError(f"Unexpected type {type(tensor)}.") + + name = tensor.get("name", "Var") + type_ = tensor["type"] + + if "tensorType" not in type_: + raise ValueError(f"Received an unexpected ONNX input type: {type_}.") + + dtype = onnx.helper.tensor_dtype_to_np_dtype(type_["tensorType"]["elemType"]) + + # Tuple of tensor dimensions e.g. (1, 1, 24) + input_dims = tuple( + int(d["dimValue"]) for d in type_["tensorType"]["shape"]["dim"] + ) + + return pd.DataFrame( + dtype=dtype, columns=[f"{name}{i+1}" for i in range(math.prod(input_dims))] + ) + + @property + def algorithm(self) -> str: + return "neural network" + + @property + def description(self) -> str: + return self.model.doc_string + + @property + def is_binary_classifier(self) -> bool: + return len(self.output_column_names) == 2 + + @property + def is_classifier(self) -> bool: + return len(self.output_column_names) > 1 + + @property + def is_clusterer(self) -> bool: + return False + + @property + def is_regressor(self) -> bool: + return len(self.output_column_names) == 1 + + @property + def model(self) -> object: + return self._model + + @property + def model_params(self) -> Dict[str, Any]: + return { + k: getattr(self.model, k, None) + for k in ( + "ir_version", + "model_version", + "opset_import", + "producer_name", + "producer_version", + ) + } + + @property + def predict_function(self) -> Callable: + return None + + @property + def target_column(self): + return None + + @property + def target_values(self): + return None + + @property + def threshold(self) -> Union[str, None]: + return None + + @property + def X(self) -> pd.DataFrame: + return self._X_df + + @property + def y(self) -> pd.DataFrame: + return self._y_df + + +class PyTorchModelInfo(ModelInfo): + """Stores model information for a PyTorch model instance.""" + + def __init__(self, model, X, y=None): + if torch is None: + raise RuntimeError( + "The PyTorch package must be installed to work with PyTorch models. Please `pip install torch`." + ) + + if not isinstance(model, torch.nn.Module): + raise ValueError(f"Expected PyTorch model, received {type(model)}.") + + # Some models may take multiple tensors as input. These can be passed as a tuple + # of tensors. To simplify processing, convert even single inputs into tuples. + if not isinstance(X, tuple): + X = (X,) + + for x in X: + if not isinstance(x, (np.ndarray, torch.Tensor)): + raise ValueError( + f"Expected input data to be a numpy array or PyTorch tensor, received {type(X)}." + ) + + # Ensure each input is a PyTorch Tensor + X = tuple(x if isinstance(x, torch.Tensor) else torch.tensor(x) for x in X) + + # Store the current setting so that we can restore it later + is_training = model.training + + if y is None: + model.eval() + + with torch.no_grad(): + y = model(*X) + + if not isinstance(y, (np.ndarray, torch.Tensor)): + raise ValueError( + f"Expected output data to be a numpy array or PyTorch tensor, received {type(y)}." + ) + + self._model = model + self._X = X + self._y = y + + # Model Manager doesn't currently support arrays or vectors. Capture the first + # input tensor and reshape to 2 dimensions if necessary. + x0 = X[0] + if x0.ndim > 2: + x0 = x0.reshape((x0.shape[0], -1)) + self._X_df = pd.DataFrame(x0, columns=[f"Var{i+1}" for i in range(x0.shape[1])]) + + # Flatten to 2 dimensions if necessary + if y.ndim > 2: + y = y.reshape((y.shape[0], -1)) + + self._y_df = pd.DataFrame(y, columns=[f"Out{i+1}" for i in range(y.shape[1])]) + + self._layer_info = self._get_layer_info(model, X) + + # Reset the model to its original training state + model.train(is_training) + + @staticmethod + def _get_layer_info(model, X): + """Run data through the model to determine layer types and tensor shapes. + + Parameters + ---------- + model : torch.nn.Module + X : torch.Tensor + + Returns + ------- + List[Tuple[torch.nn.Module, torch.Tensor, torch.Tensor]] + + """ + is_training = model.training + + # Track the registered hooks so we can unregister them after running. + # NOTE: if not removed, hooks can prevent model from being sucessfully pickled. + hooks = [] + + # Track the layers and their input/output tensors for later reference. + layers = [] + + def hook(module, input, output, *args): + layers.append((module, input, output)) + + for module in model.modules(): + handle = module.register_forward_hook(hook) + hooks.append(handle) + + model.eval() + with torch.no_grad(): + model(*X) + + for handle in hooks: + handle.remove() + + model.train(is_training) + return layers + + @property + def algorithm(self): + return "PyTorch" + + @property + def is_binary_classifier(self): + return False + + @property + def is_classifier(self): + return False + + @property + def is_clusterer(self): + return False + + @property + def is_regressor(self): + return False + + @property + def model(self): + return self._model + + @property + def model_params(self) -> Dict[str, Any]: + return self.model.__dict__ + + @property + def output_column_names(self): + return list(self.y.columns) + + @property + def predict_function(self): + return self.model.forward + + @property + def target_column(self): + return self.y.columns[0] + + @property + def target_values(self): + return [] + + @property + def threshold(self): + return None + + @property + def X(self): + return self._X_df + + @property + def y(self): + return self._y_df + + +class SklearnModelInfo(ModelInfo): + """Stores model information for a scikit-learn model instance.""" + + # Map class names from sklearn to algorithm names used by SAS + _algorithm_mappings = { + "LogisticRegression": "Logistic regression", + "LinearRegression": "Linear regression", + "SVC": "Support vector machine", + "SVR": "Support vector machine", + "GradientBoostingClassifier": "Gradient boosting", + "GradientBoostingRegressor": "Gradient boosting", + "RandomForestClassifier": "Forest", + "RandomForestRegressor": "Forest", + "DecisionTreeClassifier": "Decision tree", + "DecisionTreeRegressor": "Decision tree", + } + + def __init__(self, model, X, y): + is_classifier = hasattr(model, "classes_") + is_binary_classifier = is_classifier and len(model.classes_) == 2 + is_clusterer = hasattr(model, "cluster_centers_") + + if y is None: + if hasattr(model, "predict_proba"): + y = model.predict_proba(X) + else: + y = model.predict(X) + + # Ensure input/output is a DataFrame for consistency + X_df = pd.DataFrame(X) + y_df = pd.DataFrame(y) + + # If not a classfier or a clustering algorithm and output is a single column, then + # assume its a regression algorithm + is_regressor = ( + not is_classifier + and not is_clusterer + and (y_df.shape[1] == 1 or "Regress" in type(model).__name__) + ) + + if not is_classifier and not is_regressor and not is_clusterer: + raise ValueError(f"Unexpected model type {model} received.") + + self._is_classifier = is_classifier + self._is_binary_classifier = is_binary_classifier + self._is_regressor = is_regressor + self._is_clusterer = is_clusterer + self._model = model + + if not hasattr(y, "name") and not hasattr(y, "columns"): + # If example output doesn't contain column names then our DataFrame equivalent + # also lacks good column names. Assign reasonable names for use downstream. + if y_df.shape[1] == 1: + y_df.columns = ["I_Target"] + elif self.is_classifier: + # Output is probability of each label. Name columns according to classes. + y_df.columns = [f"P_{class_}" for class_ in model.classes_] + elif not y_df.empty: + # If we were passed data for `y` but we don't know the format raise an error. + # This *shouldn't* happen unless a cluster algorithm somehow produces wide output. + raise ValueError(f"Unrecognized model output format.") + + # Store the data sets for reference later. + self._X = X_df + self._y = y_df + + @property + def algorithm(self): + # Get the model or the last step in the Pipeline + estimator = getattr(self.model, "_final_estimator", self.model) + estimator = type(estimator).__name__ + + # Convert the class name to an algorithm, or return the class name if no match. + return self._algorithm_mappings.get(estimator, estimator) + + @property + def is_binary_classifier(self): + return self._is_binary_classifier + + @property + def is_classifier(self): + return self._is_classifier + + @property + def is_clusterer(self): + return self._is_clusterer + + @property + def is_regressor(self): + return self._is_regressor + + @property + def model(self): + return self._model + + @property + def model_params(self) -> Dict[str, Any]: + return self.model.get_params() + + @property + def output_column_names(self): + return list(self._y.columns) + + @property + def predict_function(self): + # If desired output has multiple columns then we can assume its the probability values + if self._y.shape[1] > 1 and hasattr(self.model, "predict_proba"): + return self.model.predict_proba + + # Otherwise its the single value from .predict() + return self.model.predict + + @property + def target_column(self): + return self.y.columns[0] + + @property + def target_values(self): + if self.is_binary_classifier: + return [self.model.classes_[-1]] + if self.is_classifier: + return list(self.model.classes_) + + @property + def threshold(self): + # sklearn seems to always use 0.5 as a cutoff for .predict() + if self.is_binary_classifier: + return 0.5 + + @property + def X(self): + return self._X + + @property + def y(self): + return self._y diff --git a/src/sasctl/utils/pymas/core.py b/src/sasctl/utils/pymas/core.py index 04f3c00c..f3908097 100644 --- a/src/sasctl/utils/pymas/core.py +++ b/src/sasctl/utils/pymas/core.py @@ -35,7 +35,7 @@ def build_wrapper_function( Parameters ---------- - func : function or str + func : Callable or str Function name or an instance of Function which will be wrapped variables : list of DS2Variable array_input : bool @@ -43,7 +43,7 @@ def build_wrapper_function( passing to `func` name : str, optional Name of the generated wrapper function. Defaults to 'wrapper'. - setup : iterable + setup : Iterable Python source code lines to be executed during package setup return_msg : bool, optional Deprecated. @@ -53,7 +53,7 @@ def build_wrapper_function( Returns ------- str - the Python definition for the wrapper function. + The Python definition for the wrapper function. Notes ----- @@ -164,13 +164,13 @@ def wrap_predict_method(func, variables, **kwargs): Parameters ---------- - func : function or str + func : Callable or str Function name or an instance of Function which will be wrapped. Assumed to behave as `.predict()` methods. variables : list of DS2Variable Input and output variables for the function - kwargs : any - Will be passed to `build_wrapper_function`. + **kwargs + Will be passed to :meth:`build_wrapper_function`. Returns ------- @@ -194,12 +194,12 @@ def wrap_predict_proba_method(func, variables, **kwargs): Parameters ---------- - func : function or str + func : Callable or str Function name or an instance of Function which will be wrapped. Assumed to behave as `.predict_proba()` methods. variables : list of DS2Variable Input and output variables for the function - kwargs : any + **kwargs Will be passed to `build_wrapper_function`. Returns @@ -232,7 +232,7 @@ def from_inline( Parameters ---------- - func : function + func : Callable A Python function object to be used input_types : list of type, optional The expected type for each input value of `func`. Can be ommitted if @@ -346,13 +346,13 @@ def from_pickle( Parameters ---------- - file : str or bytes or file_like + file : str or bytes or io.BytesIO Pickled object to use. String is assumed to be a path to a picked file, file_like is assumed to be an open file handle to a pickle object, and bytes is assumed to be the raw pickled bytes. func_name : str Name of the target function to call - input_types : DataFrame, type, list of type, or dict of str: type, optional + input_types : pandas.DataFrame, type, list of type, or dict of str, optional The expected type for each input value of the target function. Can be omitted if target function includes type hints. If a DataFrame is provided, the columns will be inspected to determine type information. @@ -522,7 +522,7 @@ class PyMAS: return_msg : bool Deprecated. Whether the DS2-generated return message should be included. - kwargs : any + **kwargs Passed to :func:`build_wrapper_function`. """ @@ -628,7 +628,8 @@ def score_code(self, input_table=None, output_table=None, columns=None, dest="MA The name of the table where execution results will be written columns : list of str Names of the columns from `table` that will be passed to `func` - dest : str {'MAS', 'EP', 'CAS', 'Python'} + dest : str + Choose from ``{'MAS', 'EP', 'CAS', 'Python'}``. Specifies the publishing destination for the score code to ensure that compatible code is generated. diff --git a/src/sasctl/utils/pymas/ds2.py b/src/sasctl/utils/pymas/ds2.py index 4c95c01f..d143a65f 100644 --- a/src/sasctl/utils/pymas/ds2.py +++ b/src/sasctl/utils/pymas/ds2.py @@ -157,7 +157,7 @@ def add_method(self, name, target, variables): Name of the DS2 method to create. target : str Name of the Python method to call - variables : list of :class:`DS2Variable` + variables : list of DS2Variable List of input and output variables for the method. Returns @@ -617,8 +617,9 @@ def pymas_statement(self, python_var_name=None): python_var_name : str Python variable name. - Returns - ------- + Raises + ------ + ValueError """ diff --git a/src/sasctl/utils/pymas/python.py b/src/sasctl/utils/pymas/python.py index 5cfe619c..fc4be11b 100644 --- a/src/sasctl/utils/pymas/python.py +++ b/src/sasctl/utils/pymas/python.py @@ -21,7 +21,7 @@ def ds2_variables(input, output_vars=False, names=None): Parameters ---------- - input : function or OrderedDict or Pandas DataFrame or Numpy or OrderedDict + input : Callable or OrderedDict[str, tuple] or OrderedDict[str, type] or pandas.DataFrame a function or mapping parameter names to (type, is_output) output_vars : bool @@ -34,7 +34,7 @@ def ds2_variables(input, output_vars=False, names=None): Returns ------- - list + list of DS2Variable Examples -------- @@ -104,7 +104,7 @@ def parse_type_hints(func, skip_var="self"): Parameters ---------- - func : function + func : Callable the object to inspect for parameters skip_var : str diff --git a/tests/conftest.py b/tests/conftest.py index 7b47ae9f..a6172985 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -152,7 +152,7 @@ def add_placeholder(pattern, string, placeholder, group): # See https://betamax.readthedocs.io/en/latest/record_modes.html for details. # NOTE: We've added a custom "live" record mode that bypasses all recording/replaying of cassettes # and allows test suite to be run against a live server. -record_mode = os.environ.get("SASCTL_RECORD_MODE", "none").lower() +record_mode = os.environ.get("SASCTL_RECORD_MODE", "none").lower().strip() if record_mode not in ("once", "new_episodes", "all", "none", "live"): record_mode = "none" @@ -185,6 +185,7 @@ def add_placeholder(pattern, string, placeholder, group): # config.cassette_library_dir = 'tests/cassettes' # config.default_cassette_options['serialize_with'] = 'prettyjson' config.default_cassette_options["serialize_with"] = "binary" +config.default_cassette_options["preserve_exact_body_bytes"] = True config.default_cassette_options["record_mode"] = record_mode config.default_cassette_options["match_requests_on"] = [ "method", @@ -494,8 +495,8 @@ def cancer_dataset(): raw = datasets.load_breast_cancer() df = pd.DataFrame(raw.data, columns=raw.feature_names) df["Type"] = raw.target - df.Type = df.Type.astype("category") - df.Type.cat.categories = raw.target_names + df.Type = df.Type.astype("category").cat.rename_categories(raw.target_names) + return df @@ -638,10 +639,11 @@ def pytest_runtest_makereport(item, call): # elif "cas_session" in item.callspec.params: # key = item.callspec.params["cas_session"] # else: - key = item.callspec.id + if hasattr(item, "callspec"): + key = item.callspec.id - # Track that this test was the last test to fail for this Viya version - parent._previousfailed[key] = item + # Track that this test was the last test to fail for this Viya version + parent._previousfailed[key] = item def pytest_runtest_setup(item): diff --git a/tests/integration/cassettes/test_astore_models.test_bayesnet_binary_classification.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_bayesnet_binary_classification.viya_202209.swat.lzma deleted file mode 100644 index 93dcc2f1..00000000 --- a/tests/integration/cassettes/test_astore_models.test_bayesnet_binary_classification.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_bayesnet_binary_classification.viya_202310.swat.lzma b/tests/integration/cassettes/test_astore_models.test_bayesnet_binary_classification.viya_202310.swat.lzma new file mode 100644 index 00000000..45b2af5d --- /dev/null +++ b/tests/integration/cassettes/test_astore_models.test_bayesnet_binary_classification.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_bayesnet_classification.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_bayesnet_classification.viya_202209.swat.lzma deleted file mode 100644 index 8097f777..00000000 --- a/tests/integration/cassettes/test_astore_models.test_bayesnet_classification.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_202209.swat.lzma deleted file mode 100644 index f0e15975..00000000 --- a/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_202310.swat.lzma b/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_202310.swat.lzma new file mode 100644 index 00000000..2478b090 --- /dev/null +++ b/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_35.swat.lzma index 9e137e61..4302fb03 100644 --- a/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_dtree_regression.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_forest_classification.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_forest_classification.viya_35.swat.lzma index 5270ae44..d6585b35 100644 --- a/tests/integration/cassettes/test_astore_models.test_forest_classification.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_forest_classification.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_202209.swat.lzma deleted file mode 100644 index 3430457f..00000000 --- a/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_202310.swat.lzma b/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_202310.swat.lzma new file mode 100644 index 00000000..7e9f44b0 --- /dev/null +++ b/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_35.swat.lzma index d7999a9d..4cdd198d 100644 --- a/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_forest_regression.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_forest_regression_with_nominals.viya_202310.swat.lzma b/tests/integration/cassettes/test_astore_models.test_forest_regression_with_nominals.viya_202310.swat.lzma new file mode 100644 index 00000000..c23fbcf1 --- /dev/null +++ b/tests/integration/cassettes/test_astore_models.test_forest_regression_with_nominals.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_forest_regression_with_nominals.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_forest_regression_with_nominals.viya_35.swat.lzma index 81c73ab8..5120c97f 100644 --- a/tests/integration/cassettes/test_astore_models.test_forest_regression_with_nominals.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_forest_regression_with_nominals.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_gradboost_binary_classification.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_gradboost_binary_classification.viya_202209.swat.lzma deleted file mode 100644 index e3be56b6..00000000 --- a/tests/integration/cassettes/test_astore_models.test_gradboost_binary_classification.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_gradboost_binary_classification.viya_202310.swat.lzma b/tests/integration/cassettes/test_astore_models.test_gradboost_binary_classification.viya_202310.swat.lzma new file mode 100644 index 00000000..b7530665 --- /dev/null +++ b/tests/integration/cassettes/test_astore_models.test_gradboost_binary_classification.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_gradboost_regression_with_nominals.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_gradboost_regression_with_nominals.viya_35.swat.lzma index 0b7b0f35..4191816d 100644 --- a/tests/integration/cassettes/test_astore_models.test_gradboost_regression_with_nominals.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_gradboost_regression_with_nominals.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_neuralnet_regression.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_neuralnet_regression.viya_202209.swat.lzma deleted file mode 100644 index 321d2f3e..00000000 --- a/tests/integration/cassettes/test_astore_models.test_neuralnet_regression.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_neuralnet_regression.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_neuralnet_regression.viya_35.swat.lzma index b85a394a..8c48ca74 100644 --- a/tests/integration/cassettes/test_astore_models.test_neuralnet_regression.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_neuralnet_regression.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_202209.swat.lzma deleted file mode 100644 index 78d16f7e..00000000 --- a/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_202310.swat.lzma b/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_202310.swat.lzma new file mode 100644 index 00000000..0df08fef --- /dev/null +++ b/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_35.swat.lzma index 4df13204..8e04923a 100644 --- a/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_svm_regression.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_create_session.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_create_session.viya_35.lzma index 98d3e27d..4bce0fe1 100644 --- a/tests/integration/cassettes/test_cas_management.test_create_session.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_create_session.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_del_table.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_del_table.viya_202209.lzma deleted file mode 100644 index d731178c..00000000 --- a/tests/integration/cassettes/test_cas_management.test_del_table.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_delete_session.viya_202310.lzma b/tests/integration/cassettes/test_cas_management.test_delete_session.viya_202310.lzma new file mode 100644 index 00000000..f5fe7ed3 --- /dev/null +++ b/tests/integration/cassettes/test_cas_management.test_delete_session.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_delete_session.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_delete_session.viya_35.lzma index 219761ef..dcc6d500 100644 --- a/tests/integration/cassettes/test_cas_management.test_delete_session.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_delete_session.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_get_caslib.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_get_caslib.viya_202209.lzma deleted file mode 100644 index 6adb6224..00000000 --- a/tests/integration/cassettes/test_cas_management.test_get_caslib.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_get_caslib.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_get_caslib.viya_35.lzma index f26363bc..d15dc32f 100644 --- a/tests/integration/cassettes/test_cas_management.test_get_caslib.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_get_caslib.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_get_server.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_get_server.viya_202209.lzma deleted file mode 100644 index 028d6be0..00000000 --- a/tests/integration/cassettes/test_cas_management.test_get_server.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_get_server.viya_202310.lzma b/tests/integration/cassettes/test_cas_management.test_get_server.viya_202310.lzma new file mode 100644 index 00000000..a54623d9 --- /dev/null +++ b/tests/integration/cassettes/test_cas_management.test_get_server.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_get_server.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_get_server.viya_35.lzma index 03e109ac..f102d217 100644 --- a/tests/integration/cassettes/test_cas_management.test_get_server.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_get_server.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_get_table.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_get_table.viya_202209.lzma deleted file mode 100644 index 76e8b242..00000000 --- a/tests/integration/cassettes/test_cas_management.test_get_table.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_get_table.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_get_table.viya_35.lzma index bfd053d1..97032a7f 100644 --- a/tests/integration/cassettes/test_cas_management.test_get_table.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_get_table.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_concepts.test_from_table.viya_35.swat.lzma b/tests/integration/cassettes/test_concepts.test_from_table.viya_35.swat.lzma index 88761242..cadde115 100644 --- a/tests/integration/cassettes/test_concepts.test_from_table.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_concepts.test_from_table.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_full_lifecycle.viya_202209.lzma b/tests/integration/cassettes/test_examples.test_full_lifecycle.viya_202209.lzma deleted file mode 100644 index 0b34e458..00000000 --- a/tests/integration/cassettes/test_examples.test_full_lifecycle.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_full_lifecycle.viya_35.lzma b/tests/integration/cassettes/test_examples.test_full_lifecycle.viya_35.lzma index dcdef02c..03310c8a 100644 --- a/tests/integration/cassettes/test_examples.test_full_lifecycle.viya_35.lzma +++ b/tests/integration/cassettes/test_examples.test_full_lifecycle.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_register_custom_model.viya_202209.lzma b/tests/integration/cassettes/test_examples.test_register_custom_model.viya_202209.lzma deleted file mode 100644 index cb25e7cd..00000000 --- a/tests/integration/cassettes/test_examples.test_register_custom_model.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_register_custom_model.viya_202310.lzma b/tests/integration/cassettes/test_examples.test_register_custom_model.viya_202310.lzma new file mode 100644 index 00000000..4f222199 --- /dev/null +++ b/tests/integration/cassettes/test_examples.test_register_custom_model.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_202209.lzma b/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_202209.lzma deleted file mode 100644 index 7945a68d..00000000 --- a/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_202310.swat.lzma b/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_202310.swat.lzma new file mode 100644 index 00000000..64b65ace --- /dev/null +++ b/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_35.lzma b/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_35.lzma index 719e346b..15ffed30 100644 --- a/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_35.lzma +++ b/tests/integration/cassettes/test_examples.test_register_sas_regression_model.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_202209.lzma b/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_202209.lzma deleted file mode 100644 index db8c38ff..00000000 --- a/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_202310.lzma b/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_202310.lzma new file mode 100644 index 00000000..72c4346b --- /dev/null +++ b/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_35.lzma b/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_35.lzma index 69362e21..f029647e 100644 --- a/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_35.lzma +++ b/tests/integration/cassettes/test_examples.test_scikit_regression_model.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_sklearn_model.viya_202209.lzma b/tests/integration/cassettes/test_examples.test_sklearn_model.viya_202209.lzma deleted file mode 100644 index d6e8c0db..00000000 --- a/tests/integration/cassettes/test_examples.test_sklearn_model.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_get_cas_source.viya_202209.lzma b/tests/integration/cassettes/test_data_sources.test_get_cas_source.viya_202209.lzma deleted file mode 100644 index d2159081..00000000 --- a/tests/integration/cassettes/test_data_sources.test_get_cas_source.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_get_cas_source.viya_35.lzma b/tests/integration/cassettes/test_data_sources.test_get_cas_source.viya_35.lzma index ec051916..a69a1d59 100644 --- a/tests/integration/cassettes/test_data_sources.test_get_cas_source.viya_35.lzma +++ b/tests/integration/cassettes/test_data_sources.test_get_cas_source.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_get_caslib.viya_202209.lzma b/tests/integration/cassettes/test_data_sources.test_get_caslib.viya_202209.lzma deleted file mode 100644 index 86d869e0..00000000 --- a/tests/integration/cassettes/test_data_sources.test_get_caslib.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_get_caslib.viya_202310.lzma b/tests/integration/cassettes/test_data_sources.test_get_caslib.viya_202310.lzma new file mode 100644 index 00000000..a66c6023 --- /dev/null +++ b/tests/integration/cassettes/test_data_sources.test_get_caslib.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_is_available.viya_202310.lzma b/tests/integration/cassettes/test_data_sources.test_is_available.viya_202310.lzma new file mode 100644 index 00000000..84d5a04d --- /dev/null +++ b/tests/integration/cassettes/test_data_sources.test_is_available.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_cas_sources.viya_202209.lzma b/tests/integration/cassettes/test_data_sources.test_list_cas_sources.viya_202209.lzma deleted file mode 100644 index 3b5ee50c..00000000 --- a/tests/integration/cassettes/test_data_sources.test_list_cas_sources.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_cas_sources.viya_202310.lzma b/tests/integration/cassettes/test_data_sources.test_list_cas_sources.viya_202310.lzma new file mode 100644 index 00000000..c2a18b27 --- /dev/null +++ b/tests/integration/cassettes/test_data_sources.test_list_cas_sources.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_caslibs.viya_202209.lzma b/tests/integration/cassettes/test_data_sources.test_list_caslibs.viya_202209.lzma deleted file mode 100644 index 139e0887..00000000 --- a/tests/integration/cassettes/test_data_sources.test_list_caslibs.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_caslibs.viya_35.lzma b/tests/integration/cassettes/test_data_sources.test_list_caslibs.viya_35.lzma index c2fcc715..8b5d4ccd 100644 --- a/tests/integration/cassettes/test_data_sources.test_list_caslibs.viya_35.lzma +++ b/tests/integration/cassettes/test_data_sources.test_list_caslibs.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_providers.viya_202209.lzma b/tests/integration/cassettes/test_data_sources.test_list_providers.viya_202209.lzma deleted file mode 100644 index 7e9175aa..00000000 --- a/tests/integration/cassettes/test_data_sources.test_list_providers.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_providers.viya_35.lzma b/tests/integration/cassettes/test_data_sources.test_list_providers.viya_35.lzma index c6523930..1df54015 100644 --- a/tests/integration/cassettes/test_data_sources.test_list_providers.viya_35.lzma +++ b/tests/integration/cassettes/test_data_sources.test_list_providers.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_tables.viya_202209.lzma b/tests/integration/cassettes/test_data_sources.test_list_tables.viya_202209.lzma deleted file mode 100644 index 4eec3520..00000000 --- a/tests/integration/cassettes/test_data_sources.test_list_tables.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_data_sources.test_list_tables.viya_35.lzma b/tests/integration/cassettes/test_data_sources.test_list_tables.viya_35.lzma index 7720c460..cf526901 100644 --- a/tests/integration/cassettes/test_data_sources.test_list_tables.viya_35.lzma +++ b/tests/integration/cassettes/test_data_sources.test_list_tables.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_astore_model.viya_202209.lzma b/tests/integration/cassettes/test_examples.test_astore_model.viya_202209.lzma deleted file mode 100644 index d39e2d80..00000000 --- a/tests/integration/cassettes/test_examples.test_astore_model.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_astore_model.viya_202209.swat.lzma b/tests/integration/cassettes/test_examples.test_astore_model.viya_202209.swat.lzma deleted file mode 100644 index 7b70444c..00000000 --- a/tests/integration/cassettes/test_examples.test_astore_model.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_astore_model.viya_202310.lzma b/tests/integration/cassettes/test_examples.test_astore_model.viya_202310.lzma new file mode 100644 index 00000000..4c3e6574 --- /dev/null +++ b/tests/integration/cassettes/test_examples.test_astore_model.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_astore_model.viya_202310.swat.lzma b/tests/integration/cassettes/test_examples.test_astore_model.viya_202310.swat.lzma new file mode 100644 index 00000000..79832982 --- /dev/null +++ b/tests/integration/cassettes/test_examples.test_astore_model.viya_202310.swat.lzma @@ -0,0 +1 @@ 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a/tests/integration/cassettes/test_examples.test_astore_model.viya_35.lzma b/tests/integration/cassettes/test_examples.test_astore_model.viya_35.lzma index 94b5a903..014cf6b0 100644 --- a/tests/integration/cassettes/test_examples.test_astore_model.viya_35.lzma +++ b/tests/integration/cassettes/test_examples.test_astore_model.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_202209.lzma b/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_202209.lzma deleted file mode 100644 index 62026d6a..00000000 --- a/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_202310.lzma b/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_202310.lzma new file mode 100644 index 00000000..e3119bb5 --- /dev/null +++ b/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_35.lzma b/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_35.lzma index b279da8a..c6701125 100644 --- a/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_35.lzma +++ b/tests/integration/cassettes/test_examples.test_direct_rest_calls.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_is_available.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_is_available.viya_35.lzma index d4c0b951..686fdc9f 100644 --- a/tests/integration/cassettes/test_cas_management.test_is_available.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_is_available.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_list_caslibs.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_list_caslibs.viya_202209.lzma deleted file mode 100644 index 431b53d4..00000000 --- a/tests/integration/cassettes/test_cas_management.test_list_caslibs.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_list_caslibs.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_list_caslibs.viya_35.lzma index 6f0bf6da..04397e02 100644 --- a/tests/integration/cassettes/test_cas_management.test_list_caslibs.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_list_caslibs.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_list_servers.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_list_servers.viya_202209.lzma deleted file mode 100644 index e66bcc0f..00000000 --- a/tests/integration/cassettes/test_cas_management.test_list_servers.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_list_servers.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_list_servers.viya_35.lzma index ce563bc6..e24476bc 100644 --- a/tests/integration/cassettes/test_cas_management.test_list_servers.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_list_servers.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_list_sessions.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_list_sessions.viya_202209.lzma deleted file mode 100644 index 9c64144d..00000000 --- a/tests/integration/cassettes/test_cas_management.test_list_sessions.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_list_tables.viya_202310.lzma b/tests/integration/cassettes/test_cas_management.test_list_tables.viya_202310.lzma new file mode 100644 index 00000000..e7d16746 --- /dev/null +++ b/tests/integration/cassettes/test_cas_management.test_list_tables.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_promote_table.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_promote_table.viya_202209.lzma deleted file mode 100644 index 89d6ef1f..00000000 --- a/tests/integration/cassettes/test_cas_management.test_promote_table.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_save_table.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_save_table.viya_202209.lzma deleted file mode 100644 index f675018e..00000000 --- a/tests/integration/cassettes/test_cas_management.test_save_table.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_save_table.viya_35.lzma b/tests/integration/cassettes/test_cas_management.test_save_table.viya_35.lzma index c73b857b..43c63cd1 100644 --- a/tests/integration/cassettes/test_cas_management.test_save_table.viya_35.lzma +++ b/tests/integration/cassettes/test_cas_management.test_save_table.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_cas_management.test_upload_file.viya_202209.lzma b/tests/integration/cassettes/test_cas_management.test_upload_file.viya_202209.lzma deleted file mode 100644 index 817ca30d..00000000 --- a/tests/integration/cassettes/test_cas_management.test_upload_file.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_command_line.test_command_with_args.viya_35.lzma b/tests/integration/cassettes/test_command_line.test_command_with_args.viya_35.lzma index 2395674a..05c24ae2 100644 --- a/tests/integration/cassettes/test_command_line.test_command_with_args.viya_35.lzma +++ b/tests/integration/cassettes/test_command_line.test_command_with_args.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_command_line.test_command_without_args.viya_202209.lzma b/tests/integration/cassettes/test_command_line.test_command_without_args.viya_202209.lzma deleted file mode 100644 index 3e486949..00000000 --- a/tests/integration/cassettes/test_command_line.test_command_without_args.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_command_line.test_command_without_args.viya_202310.lzma b/tests/integration/cassettes/test_command_line.test_command_without_args.viya_202310.lzma new file mode 100644 index 00000000..ef61eaac --- /dev/null +++ b/tests/integration/cassettes/test_command_line.test_command_without_args.viya_202310.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_command_line.test_insecure_connection.viya_202209.lzma b/tests/integration/cassettes/test_command_line.test_insecure_connection.viya_202209.lzma deleted file mode 100644 index 0f00d278..00000000 --- a/tests/integration/cassettes/test_command_line.test_insecure_connection.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_command_line.test_secure_connection.viya_202209.lzma b/tests/integration/cassettes/test_command_line.test_secure_connection.viya_202209.lzma deleted file mode 100644 index f7f392de..00000000 --- a/tests/integration/cassettes/test_command_line.test_secure_connection.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_concepts.test_from_inline_docs.viya_35.lzma b/tests/integration/cassettes/test_concepts.test_from_inline_docs.viya_35.lzma index 42fef50d..1a9ef81a 100644 --- a/tests/integration/cassettes/test_concepts.test_from_inline_docs.viya_35.lzma +++ b/tests/integration/cassettes/test_concepts.test_from_inline_docs.viya_35.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_concepts.test_from_table.viya_202209.lzma b/tests/integration/cassettes/test_concepts.test_from_table.viya_202209.lzma deleted file mode 100644 index f1401d33..00000000 --- a/tests/integration/cassettes/test_concepts.test_from_table.viya_202209.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_gradboost_classification.viya_202310.swat.lzma b/tests/integration/cassettes/test_astore_models.test_gradboost_classification.viya_202310.swat.lzma new file mode 100644 index 00000000..dc4dc809 --- /dev/null +++ b/tests/integration/cassettes/test_astore_models.test_gradboost_classification.viya_202310.swat.lzma @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_gradboost_classification.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_gradboost_classification.viya_35.swat.lzma index c8eb43cd..1fce68fa 100644 --- a/tests/integration/cassettes/test_astore_models.test_gradboost_classification.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_gradboost_classification.viya_35.swat.lzma @@ -1 +1 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_gradboost_regression.viya_202209.swat.lzma b/tests/integration/cassettes/test_astore_models.test_gradboost_regression.viya_202209.swat.lzma deleted file mode 100644 index 8e3d997c..00000000 --- a/tests/integration/cassettes/test_astore_models.test_gradboost_regression.viya_202209.swat.lzma +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/tests/integration/cassettes/test_astore_models.test_gradboost_regression.viya_35.swat.lzma b/tests/integration/cassettes/test_astore_models.test_gradboost_regression.viya_35.swat.lzma index e7b3d9db..7f2a44b9 100644 --- a/tests/integration/cassettes/test_astore_models.test_gradboost_regression.viya_35.swat.lzma +++ b/tests/integration/cassettes/test_astore_models.test_gradboost_regression.viya_35.swat.lzma @@ -1 +1 @@ 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