.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "glr_examples/view/plot_correlating_features.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_correlating_features.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_correlating_features.py:


===================================
Plot correlating  features
===================================

plots the correlation between the numerical and categorical features.

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: Python

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








.. GENERATED FROM PYTHON SOURCE LINES 12-27

.. code-block:: Python


    #  Numeric or categorical features are set using the parameter `cortype. 
    # use  ``num`` or ``cat`` for numerical or categorical features respectively.

    from watex.view.plot import QuickPlot 
    from watex.datasets import load_bagoue 
    data = load_bagoue ().frame
    qplotObj = QuickPlot(fig_size = (7, 5)).fit(data)
    sns_kwargs ={'annot': False, 
              'linewidth': .5, 
               'center':0 , 
                # 'cmap':'jet_r', 
                'cbar':True}
    qplotObj.corrmatrix(cortype='cat', **sns_kwargs)
    # Uncomment this for  numeric correlation plot  set by default 
    #qplotObj.corrmatrix( **sns_kwargs)


.. image-sg:: /glr_examples/view/images/sphx_glr_plot_correlating_features_001.png
   :alt: plot correlating features
   :srcset: /glr_examples/view/images/sphx_glr_plot_correlating_features_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none



    QuickPlot(savefig= None, fig_num= 1, fig_size= (7, 5), ... , classes= None, tname= None, mapflow= False)




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

   **Total running time of the script:** (0 minutes 0.210 seconds)


.. _sphx_glr_download_glr_examples_view_plot_correlating_features.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_correlating_features.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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