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


===================================
Plot radial (RadViz)
===================================

shows each sample on circle or square, with features on the circonference 
to vizualize separately between target.

.. GENERATED FROM PYTHON SOURCE LINES 9-12

.. code-block:: default

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








.. GENERATED FROM PYTHON SOURCE LINES 13-15

Note that the plot expects the values to be normalized. Thus, each 
figure has a spring that pulls samples to it based on the value. 

.. GENERATED FROM PYTHON SOURCE LINES 15-30

.. code-block:: default


    from watex.datasets import fetch_data 
    from watex.view import ExPlot 
    # visualization using the yellowbrick package 
    data0 = fetch_data('bagoue original').get('data=dfy1')
    p = ExPlot(tname ='flow').fit(data0)
    # use the basic plots 
    # visualization using the pandas 
    # FR means f,low rate 
    classes = [
        "FR0 $(0m^3/hr)$", 
        "FR1$(0<FR\leq 1m^3/hr)$",
        "FR2$(1< FR \leq 1m^3/hr)$",
        "FR3$(>3m^3/hr)$"
        ]
    p.plotradviz(classes= classes )


.. image-sg:: /glr_examples/view/images/sphx_glr_plot_radviz_001.png
   :alt: plot radviz
   :srcset: /glr_examples/view/images/sphx_glr_plot_radviz_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none


    <'ExPlot':xname=None, yname=None , tname='flow'>




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

   **Total running time of the script:** ( 0 minutes  0.311 seconds)


.. _sphx_glr_download_glr_examples_view_plot_radviz.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/master?urlpath=lab/tree/notebooks/glr_examples/view/plot_radviz.ipynb
        :alt: Launch binder
        :width: 150 px



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

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

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

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


.. only:: html

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

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