.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "generated_examples\annuallife\plot_scr_radar_tradlife_a_ex1.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_generated_examples_annuallife_plot_scr_radar_tradlife_a_ex1.py>`
        to download the full example code.

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

.. _sphx_glr_generated_examples_annuallife_plot_scr_radar_tradlife_a_ex1.py:


TradLife_A_EX1: Life SCR radar chart
====================================

Radar charts of the Solvency II life sub-risk capital requirements for
selected policies, projected by the :mod:`~annuallife` ``TradLife_A_EX1``
model. Each spoke of the radar chart represents a life sub-risk
(:func:`~annuallife.TradLife_A.Projection.risk_life_sub`), and each ring
shows the sizes of those sub-risks at a projection time ``t``.

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

.. GENERATED FROM PYTHON SOURCE LINES 14-46



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


    *

      .. image-sg:: /generated_examples/annuallife/images/sphx_glr_plot_scr_radar_tradlife_a_ex1_001.png
         :alt: Policy index: 40
         :srcset: /generated_examples/annuallife/images/sphx_glr_plot_scr_radar_tradlife_a_ex1_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /generated_examples/annuallife/images/sphx_glr_plot_scr_radar_tradlife_a_ex1_002.png
         :alt: Policy index: 170
         :srcset: /generated_examples/annuallife/images/sphx_glr_plot_scr_radar_tradlife_a_ex1_002.png
         :class: sphx-glr-multi-img





.. code-block:: Python

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

    model = mx.read_model("TradLife_A_EX1")
    LifeRiskID = model.Enums.LifeRiskID

    # (label, LifeRiskID code) for each radar spoke
    risks = [('mort', LifeRiskID.MORT),
             ('longev', LifeRiskID.LONGV),
             ('disab', LifeRiskID.DISAB),
             ('exps', LifeRiskID.EXPS),
             ('lapse', LifeRiskID.LAPSE)]


    def draw(idx):

        proj = model.Projection[idx]

        data = {}
        for t in range(0, 20, 5):
            data['t=' + str(t)] = pd.Series(
                {label: proj.risk_life_sub(t, risk) for label, risk in risks})

        draw_radar(pd.DataFrame(data),
                   ax_title='Policy index: ' + str(idx),
                   fig_title='SCR Life Risks')


    # idx 40 / 170 correspond to PolicyID 41 / 171 in simplelife (0-based).
    for i in (40, 170):
        draw(i)


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

   **Total running time of the script:** (0 minutes 2.654 seconds)


.. _sphx_glr_download_generated_examples_annuallife_plot_scr_radar_tradlife_a_ex1.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: plot_scr_radar_tradlife_a_ex1.ipynb <plot_scr_radar_tradlife_a_ex1.ipynb>`

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

      :download:`Download Python source code: plot_scr_radar_tradlife_a_ex1.py <plot_scr_radar_tradlife_a_ex1.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_scr_radar_tradlife_a_ex1.zip <plot_scr_radar_tradlife_a_ex1.zip>`


.. only:: html

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

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