.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "_examples\visualization\plot_graphics_table_graph.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download__examples_visualization_plot_graphics_table_graph.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr__examples_visualization_plot_graphics_table_graph.py:


Graphics TableGraph example
============================

.. GENERATED FROM PYTHON SOURCE LINES 5-81



.. rst-class:: sphx-glr-horizontal


    *

      .. image-sg:: /_examples/visualization/images/sphx_glr_plot_graphics_table_graph_001.png
         :alt: Column 0, c1, Column 2
         :srcset: /_examples/visualization/images/sphx_glr_plot_graphics_table_graph_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /_examples/visualization/images/sphx_glr_plot_graphics_table_graph_002.png
         :alt: 0, 1, Column 2
         :srcset: /_examples/visualization/images/sphx_glr_plot_graphics_table_graph_002.png
         :class: sphx-glr-multi-img


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

 .. code-block:: none


    Data:
        c0  c1  c2
    0   95  83  57
    1    8  52  31
    2   43   3  89
    3   56  57  64
    4   92  57   3
    5   63  21  74
    6   85   2  53
    7   63  80  44
    8   58  57  10
    9   89  41  92
    10  29  85   7
    11  93  56  90
    12  71  55  64
    13  76  53  88
    14  15  22  56
    15  48  18  13
    16  28  84   6
    17   8  61  54
    18  13  89  73
    19  74  27  88






|

.. code-block:: default
   :lineno-start: 5

    import os
    import sys
    import json
    import copy
    import numpy as np
    import pandas as pd
    import seaborn as sns
    import matplotlib.pyplot as plt
    import matplotlib.colors as colors
    import matplotlib.patches as mpatches
    import matplotlib.gridspec as gridspec

    from scipy import interp

    from matplotlib.colors import ListedColormap

    from pyamr.graphics.table_graph import TableGraph

    """

       Example of axis configuration
       -----------------------------
      { 'ax': None,
        'ax_kwargs': {
          'title':'Example 1',
          'xlim':None,
          'xsym':False,
          'xticks':None,
          'xline':[{'xv':0.05, 'bg':-1.0, 'cb':'y'}],
        },
        'cmap_kwargs': {
          'vmin':None,
          'vmax':None,
          'vsym':False,
          'cmap':'RdBu_r',
          'midpoint':2.5
        },
        'scatter_kwargs': {
          's':80,
          'linewidths':0.75,
          'edgecolor':'gray'
        }
      }
    """

    # Create data
    data = np.random.randint(100, size=(20, 3))
    dataframe = pd.DataFrame(data)
    dataframe.columns = ['c0', 'c1', 'c2']

    # Show
    print("\nData:")
    print(dataframe)

    # Create column configurations
    c0 = TableGraph().get_map_config(title='Column 0', cmap='Reds')
    c2 = TableGraph().get_map_config(title='Column 2', cmap='RdBu_r',
                                     midpoint=50, xticks=[20, 40, 60, 80],
                                     xline=[{'xv': 25, 'bg': 0}, {'xv': 75, 'bg': 100, 'cb': 'y'}])

    # Create configuration
    config = {}
    config['c0'] = c0
    config[2] = c2

    # Example with a DataFrame
    axes = TableGraph().plot(data=dataframe, configuration=config)

    plt.tight_layout()

    # Example with numpy array
    axes = TableGraph().plot(data=data, configuration=config)

    plt.tight_layout()

    # Show.
    plt.show()

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

   **Total running time of the script:** ( 0 minutes  0.388 seconds)


.. _sphx_glr_download__examples_visualization_plot_graphics_table_graph.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example




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

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

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

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


.. only:: html

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

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