.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "generated_examples\solvency2\plot_scr_radar.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        Click :ref:`here <sphx_glr_download_generated_examples_solvency2_plot_scr_radar.py>`
        to download the full example code

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

.. _sphx_glr_generated_examples_solvency2_plot_scr_radar.py:


solvency2: Life SCR radar chart
=====================================

This script draws radar charts for selected policies.
Each spoke of the radar chart represents a sub risk of SCR life risks,
and the sizes of the sub risks by duration are drawn in the radar chart.

.. seealso::
    * The :mod:`~solvency2` library

.. GENERATED FROM PYTHON SOURCE LINES 12-36



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


    *

      .. image-sg:: /generated_examples/solvency2/images/sphx_glr_plot_scr_radar_001.png
         :alt: Policy ID: 41
         :srcset: /generated_examples/solvency2/images/sphx_glr_plot_scr_radar_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /generated_examples/solvency2/images/sphx_glr_plot_scr_radar_002.png
         :alt: Policy ID: 171
         :srcset: /generated_examples/solvency2/images/sphx_glr_plot_scr_radar_002.png
         :class: sphx-glr-multi-img





.. code-block:: default

    import modelx as mx
    import pandas as pd
    from draw_charts_radar import draw_radar

    model = mx.read_model("model")
    scr = model.SCR_life
    risks = ('mort', 'longev', 'disab', 'exps', 'lapse')
    scenid = 1


    def draw(polid):

        data = {}
        for t in range(0, 20, 5):
            data['t=' + str(t)] = scr[t, polid, scenid].Life.to_series(risks)
    
        draw_radar(pd.DataFrame(data), 
                   ax_title='Policy ID: ' + str(polid),
                   fig_title='SCR Life Risks')

    for i in (41, 171):
        draw(i)




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

   **Total running time of the script:** ( 0 minutes  2.291 seconds)


.. _sphx_glr_download_generated_examples_solvency2_plot_scr_radar.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_scr_radar.py <plot_scr_radar.py>`

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

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


.. only:: html

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

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