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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_glr_examples_view_plot_box.py>`
        to download the full example code or to run this example in your browser via Binder

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_glr_examples_view_plot_box.py:


=================================================
Plot Box 
=================================================

visualizes the feature distributions using 
the box, boxen or violin plots

.. GENERATED FROM PYTHON SOURCE LINES 9-12

.. code-block:: Python

    # Author: L.Kouadio 
    # Licence: BSD-3-clause








.. GENERATED FROM PYTHON SOURCE LINES 13-21

.. code-block:: Python

    import matplotlib.pyplot as plt 
    plt.style.use ('classic')
    from watex.datasets import fetch_data 
    from watex.view import ExPlot 
    data = fetch_data ('bagoue original').get('data=dfy1') 
    p= ExPlot(tname='flow', fig_size =(7, 5)).fit(data)
    p.plotbv(xname='flow', yname='ohmS', kind='boxen')




.. image-sg:: /glr_examples/view/images/sphx_glr_plot_box_001.png
   :alt: plot box
   :srcset: /glr_examples/view/images/sphx_glr_plot_box_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <'ExPlot':xname='flow', yname='ohmS' , tname='flow'>




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

   **Total running time of the script:** (0 minutes 0.106 seconds)


.. _sphx_glr_download_glr_examples_view_plot_box.py:

.. only:: html

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

    .. container:: binder-badge

      .. image:: images/binder_badge_logo.svg
        :target: https://mybinder.org/v2/gh/watex/watex/0.3.X?urlpath=lab/tree/notebooks/glr_examples/view/plot_box.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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