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


================================================
Plot base distributions 
================================================

plots the base-histogram and bar-distribution from
categorized labels.

.. GENERATED FROM PYTHON SOURCE LINES 9-12

.. code-block:: Python

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








.. GENERATED FROM PYTHON SOURCE LINES 13-30

.. code-block:: Python

    from watex.view.plot import QuickPlot
    from watex.datasets import load_bagoue 
    data = load_bagoue ().frame 
    qplotObj= QuickPlot(xlabel = 'Anomaly type',
    					ylabel='Number of  occurence (%)',
    					lc='b', tname='flow')
    qplotObj.fig_size = (7, 5) 
    qplotObj.sns_style = 'ticks'
    qplotObj.fit(data)
    # uncomment this for numerical plots views
    # qplotObj. barcatdist(basic_plot =False, 
    # 						  groupby=['shape' ])
    # for categorization data of staep 2 can be fetched 
    # and plot as 
    from watex.datasets import fetch_data
    data = fetch_data ('Bagoue original').get ('data=dfy2')
    qplotObj.fit(data). barcatdist(basic_plot =False, 
    						  groupby=['shape' ])


.. image-sg:: /glr_examples/view/images/sphx_glr_plot_base_distributions_001.png
   :alt: plot base distributions
   :srcset: /glr_examples/view/images/sphx_glr_plot_base_distributions_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= flow, mapflow= False)




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

   **Total running time of the script:** (0 minutes 0.219 seconds)


.. _sphx_glr_download_glr_examples_view_plot_base_distributions.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_base_distributions.ipynb
        :alt: Launch binder
        :width: 150 px

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

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

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

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


.. only:: html

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

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