.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/plot/plot_adult.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. 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
====================================

.. GENERATED FROM PYTHON SOURCE LINES 5-15



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


    *

      .. image-sg:: /auto_examples/plot/images/sphx_glr_plot_adult_001.png
         :alt: Target distribution
         :srcset: /auto_examples/plot/images/sphx_glr_plot_adult_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /auto_examples/plot/images/sphx_glr_plot_adult_002.png
         :alt: Continuous features pairplot
         :srcset: /auto_examples/plot/images/sphx_glr_plot_adult_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /auto_examples/plot/images/sphx_glr_plot_adult_003.png
         :alt: Discriminating PCA directions, 0.579, Scree plot (PCA explained variance)
         :srcset: /auto_examples/plot/images/sphx_glr_plot_adult_003.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /auto_examples/plot/images/sphx_glr_plot_adult_004.png
         :alt: Linear Discriminant
         :srcset: /auto_examples/plot/images/sphx_glr_plot_adult_004.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /auto_examples/plot/images/sphx_glr_plot_adult_005.png
         :alt: Categorical Features vs Target, relationship, marital-status, education-num, education, occupation, hours-per-week, gender, workclass, native-country, race
         :srcset: /auto_examples/plot/images/sphx_glr_plot_adult_005.png
         :class: sphx-glr-multi-img


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

 .. code-block:: none

    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 dataset
    # returns a plain dataframe
    data = load_adult()
    plot(data, target_col='income', scatter_alpha=.1)
    plt.show()


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

   **Total running time of the script:** ( 0 minutes  3.552 seconds)


.. _sphx_glr_download_auto_examples_plot_plot_adult.py:

.. only:: html

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


    .. container:: sphx-glr-download sphx-glr-download-python

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

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :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>`_