Time-walk Correction: Matrix
============================

The timewalk matrix gives important insight into your data. More specifically
it shows you where to put the cToT cut parameter. The timewalk lookup table is
an average of this matrix, "cut" at a particular cToT point. That is,
values lower than this are discarded and values higher are averaged and used
to construct the lookup table.

Luna Command
------------

.. literalinclude:: ../_static/examples_output/ex8_timewalk_matrix_luna_command.txt
   :language: bash

Python Script
-------------

.. literalinclude:: ./python/ex8_timewalk_matrix.py
   :language: python
   :caption: Plot the timewalk matrix
   :linenos:


Script Output
-------------

.. literalinclude:: ../_static/examples_output/ex8_timewalk_matrix.txt
   :language: python
   :caption: Example Output

.. container:: figure-grid

    .. figure:: ../_static/examples_output/plots/ex8_timewalk_matrix_heatmap_2000.png
       :align: left

    .. figure:: ../_static/examples_output/plots/ex8_timewalk_matrix_heatmap_1500.png
       :align: right

    .. figure:: ../_static/examples_output/plots/ex8_timewalk_matrix_heatmap_1000.png
       :align: left

    .. figure:: ../_static/examples_output/plots/ex8_timewalk_matrix_heatmap_500.png
       :align: right