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

.. only:: html

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

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

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

.. _sphx_glr_generated_examples_simplelife_plot_simplelife.py:


simplelife: cashflow
==========================

Draw a graph of liability cashflows of a simple whole life policy

*Run this sample now!* |binder simplelife_demo|

.. include:: /banners.rst
   :start-after: Begin binder simplelife_demo
   :end-before: End binder simplelife_demo


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

.. GENERATED FROM PYTHON SOURCE LINES 17-43



.. image-sg:: /generated_examples/simplelife/images/sphx_glr_plot_simplelife_001.png
   :alt: Insurance Cashflows
   :srcset: /generated_examples/simplelife/images/sphx_glr_plot_simplelife_001.png
   :class: sphx-glr-single-img





.. code-block:: default

    import pandas as pd
    import modelx as mx
    import seaborn as sns
    sns.set_theme(style="darkgrid")

    polid = 171
    proj = mx.read_model("model").Projection[polid]

    # Draw NetCashflows Graph
    data = {'NetCashflows': [proj.NetInsurCF[t] for t in range(50)]}
    ax = pd.DataFrame(data).plot.line(marker='o', color='r')

    # Draw componets of net cashflows

    vars = ['PremIncome',
            'BenefitSurr',
            'BenefitDeath',
            'ExpsMaint',
            'ExpsCommTotal',
            'ExpsAcq']

    df = proj.cells[vars].to_frame(range(50))

    df[vars[1:]] = df[vars[1:]].mul(-1)   # Change outflows to negatives
    df.plot(kind='bar', stacked=True, ax=ax, title='Insurance Cashflows')



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

   **Total running time of the script:** ( 0 minutes  0.951 seconds)


.. _sphx_glr_download_generated_examples_simplelife_plot_simplelife.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_simplelife.py <plot_simplelife.py>`

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

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


.. only:: html

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

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