.. note::
    :class: sphx-glr-download-link-note

    Click :ref:`here <sphx_glr_download_auto_examples_plot_plot_adult.py>` to download the full example code
.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_plot_plot_adult.py:


Adult Census Dataset Visualization
====================================



.. rst-class:: sphx-glr-horizontal


    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_adult_001.png
            :class: sphx-glr-multi-img

    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_adult_002.png
            :class: sphx-glr-multi-img

    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_adult_003.png
            :class: sphx-glr-multi-img

    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_adult_004.png
            :class: sphx-glr-multi-img

    *

      .. image:: /auto_examples/plot/images/sphx_glr_plot_adult_005.png
            :class: sphx-glr-multi-img


.. rst-class:: sphx-glr-script-out

 Out:

 .. code-block:: none

    /home/circleci/project/dabl/plot/supervised.py:526: FutureWarning: The second positional argument of plot is a Series 'y'. If passing a column name, use a keyword.
      FutureWarning)
    /home/circleci/project/dabl/preprocessing.py:318: UserWarning: Discarding near-constant features: ['capital-loss']
      near_constant.index[near_constant].tolist()))
    Target looks like classification
    Linear Discriminant Analysis training set score: 0.530






|


.. code-block:: default

    # sphinx_gallery_thumbnail_number = 2
    from dabl import plot
    from dabl.datasets import load_adult
    import matplotlib.pyplot as plt

    # load the adult census housing dataset
    # returns a plain dataframe
    data = load_adult()

    plot(data, 'income', scatter_alpha=.1)
    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  4.214 seconds)


.. _sphx_glr_download_auto_examples_plot_plot_adult.py:


.. only :: html

 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-example



  .. container:: sphx-glr-download

     :download:`Download Python source code: plot_adult.py <plot_adult.py>`



  .. container:: sphx-glr-download

     :download:`Download Jupyter notebook: plot_adult.ipynb <plot_adult.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_