.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "generated_examples\fastlife\plot_pvnetcf_by_issue_age.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_fastlife_plot_pvnetcf_by_issue_age.py>`
        to download the full example code

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

.. _sphx_glr_generated_examples_fastlife_plot_pvnetcf_by_issue_age.py:


fastlife: Present Value of Net Cashflows
===============================================

.. seealso::
    * :mod:`~fastlife` library

.. GENERATED FROM PYTHON SOURCE LINES 8-34



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


    *

      .. image-sg:: /generated_examples/fastlife/images/sphx_glr_plot_pvnetcf_by_issue_age_001.png
         :alt: PV Net Cashflow by Issue Age, Product: TERM
         :srcset: /generated_examples/fastlife/images/sphx_glr_plot_pvnetcf_by_issue_age_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /generated_examples/fastlife/images/sphx_glr_plot_pvnetcf_by_issue_age_002.png
         :alt: PV Net Cashflow by Issue Age, Product: WL
         :srcset: /generated_examples/fastlife/images/sphx_glr_plot_pvnetcf_by_issue_age_002.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /generated_examples/fastlife/images/sphx_glr_plot_pvnetcf_by_issue_age_003.png
         :alt: PV Net Cashflow by Issue Age, Product: ENDW
         :srcset: /generated_examples/fastlife/images/sphx_glr_plot_pvnetcf_by_issue_age_003.png
         :class: sphx-glr-multi-img





.. code-block:: default


    import matplotlib.pyplot as plt
    import seaborn as sns
    sns.set_theme(style="darkgrid")
    import modelx as mx

    proj = mx.read_model("model").Projection
    pols = proj.Policy.PolicyData()


    for prod in ["TERM", "WL", "ENDW"]:

        fig, ax = plt.subplots()
        fig.suptitle('PV Net Cashflow by Issue Age')
        ax.set_title('Product: ' + prod)
        title = 'Product: ' + prod
        ax.set_xlabel('Issue Age')
        ax.set_ylabel('PV Net Cashflow')

        for sex, marker in zip(["M", "F"], ["o", "^"]):
            filter = (pols.Product == prod) & (
                    pols.Sex == sex) & (pols.IssueAge < 60)
            ages = proj.Policy.IssueAge().loc[filter]
            pvcfs = proj.PV_NetCashflow(0).loc[filter]
            ax.scatter(ages, pvcfs, marker=marker)



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

   **Total running time of the script:** ( 0 minutes  3.969 seconds)


.. _sphx_glr_download_generated_examples_fastlife_plot_pvnetcf_by_issue_age.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_pvnetcf_by_issue_age.py <plot_pvnetcf_by_issue_age.py>`

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

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


.. only:: html

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

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