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


=================================================
Plot dendrogram combined with heatmap
=================================================

visualizes combined dendrogram and heatmap

.. GENERATED FROM PYTHON SOURCE LINES 8-11

.. code-block:: default

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








.. GENERATED FROM PYTHON SOURCE LINES 12-13

* Plot using random data

.. GENERATED FROM PYTHON SOURCE LINES 13-28

.. code-block:: default

    import numpy as np 
    import pandas as pd 
    from watex.view.mlplot import plotDendroheat
    np.random.seed(123) 
    variables =['gamma_gamma', 'sp', 'resistivity'] ; labels =['k_0', 'k_1', 'k_2',
                                             'k_3', 'k_4']
    X= np.random.random_sample ([5,3]) *10 
    df =pd.DataFrame (X, columns =variables, index =labels)
    plotDendroheat (df )

    # (2) -> Use Bagoue data 
    # from watex.datasets import load_bagoue  
    # X, y = load_bagoue (as_frame=True )
    # X =X[['magnitude', 'power', 'sfi']].astype(float) # convert to float
    # plotDendroheat (X )



.. image-sg:: /glr_examples/view/images/sphx_glr_plot_dendroheat_001.png
   :alt: plot dendroheat
   :srcset: /glr_examples/view/images/sphx_glr_plot_dendroheat_001.png
   :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  0.196 seconds)


.. _sphx_glr_download_glr_examples_view_plot_dendroheat.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_dendroheat.ipynb
        :alt: Launch binder
        :width: 150 px



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

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

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

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


.. only:: html

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

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