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


===================================
Plot discussing features
===================================

maps a dataset onto multiple axes arrayed in a grid of rows and columns that 
correspond to the level of features in the dataset.

.. GENERATED FROM PYTHON SOURCE LINES 9-12

.. code-block:: Python

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








.. GENERATED FROM PYTHON SOURCE LINES 13-28

.. code-block:: Python

    from watex.view.plot import  QuickPlot 
    from watex.datasets import load_bagoue 
    data = load_bagoue ().frame 
    qkObj = QuickPlot(  leg_kws={'loc':'upper right'},
    	          fig_title = '`sfi` vs`ohmS|`geol`',
    	            ) 
    qkObj.tname='flow' # target the DC-flow rate prediction dataset
    qkObj.mapflow=True  # to hold category FR0, FR1 etc..
    qkObj.fit(data) 
    sns_pkws={'aspect':2 , 
    	          "height": 2, 
    	                  }
    map_kws={'edgecolor':"w"}   
    qkObj.discussingfeatures(features =['ohmS', 'sfi','geol', 'flow'],
                               map_kws=map_kws,  **sns_pkws
    	                         )


.. image-sg:: /glr_examples/view/images/sphx_glr_plot_discussing_features_001.png
   :alt: geol = VOLCANO-SEDIM. SCHISTS, geol = GRANITES, geol = GEOSYN. GRANITES, geol = GNEISS-MIGMATITES
   :srcset: /glr_examples/view/images/sphx_glr_plot_discussing_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= (12, 8), ... , classes= None, tname= flow, mapflow= True)




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

   **Total running time of the script:** (0 minutes 0.968 seconds)


.. _sphx_glr_download_glr_examples_view_plot_discussing_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_discussing_features.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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