.. _sphx_glr_auto_examples_plot_dataframe.py:


=============================
Plotting a Pandas Dataframe
=============================

Hypertools supports single-index Pandas Dataframes as input. In this example, we
plot the mushrooms dataset from the kaggle database.  This is a dataset of text
features describing different attributes of a mushroom. Dataframes that contain
columns with text are converted into binary feature vectors representing the
presence or absences of the feature (see Pandas.Dataframe.get_dummies for more).




.. image:: /auto_examples/images/sphx_glr_plot_dataframe_001.png
    :align: center


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

 Out::

    bruises cap-color cap-shape cap-surface gill-attachment gill-color  \
    0       t         n         x           s               f          k   
    1       t         y         x           s               f          k   
    2       t         w         b           s               f          n   
    3       t         w         x           y               f          n   
    4       f         g         x           s               f          k   

      gill-size gill-spacing habitat odor    ...    ring-type spore-print-color  \
    0         n            c       u    p    ...            p                 k   
    1         b            c       g    a    ...            p                 n   
    2         b            c       m    l    ...            p                 n   
    3         n            c       u    p    ...            p                 k   
    4         b            w       g    n    ...            e                 n   

      stalk-color-above-ring stalk-color-below-ring stalk-root stalk-shape  \
    0                      w                      w          e           e   
    1                      w                      w          c           e   
    2                      w                      w          c           e   
    3                      w                      w          e           e   
    4                      w                      w          e           t   

      stalk-surface-above-ring stalk-surface-below-ring veil-color veil-type  
    0                        s                        s          w         p  
    1                        s                        s          w         p  
    2                        s                        s          w         p  
    3                        s                        s          w         p  
    4                        s                        s          w         p  

    [5 rows x 22 columns]




|


.. code-block:: python


    # Code source: Andrew Heusser
    # License: MIT

    # import
    import hypertools as hyp

    # load example data
    geo = hyp.load('mushrooms')

    print(geo.get_data().head())

    # plot
    geo.plot()

**Total running time of the script:** ( 0 minutes  0.248 seconds)



.. only :: html

 .. container:: sphx-glr-footer


  .. container:: sphx-glr-download

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



  .. container:: sphx-glr-download

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


.. only:: html

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

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