.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "plot_types/statistical/density.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

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

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

.. _sphx_glr_plot_types_statistical_density.py:


Density
-------

Below is an example of how to plot a density
histogram plot using EMCPy's plotting method.

.. GENERATED FROM PYTHON SOURCE LINES 9-54



.. image-sg:: /plot_types/statistical/images/sphx_glr_density_001.png
   :alt: Density Plot
   :srcset: /plot_types/statistical/images/sphx_glr_density_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import numpy as np
    import matplotlib.pyplot as plt

    from emcpy.plots.plots import Density
    from emcpy.plots.create_plots import CreatePlot, CreateFigure


    def main():
        # Test density plot

        # Grab sample data
        data = _getHistData()

        # Create density object
        den1 = Density(data)
        den1.label = 'Density'

        # Create plot object and add features
        plot1 = CreatePlot()
        plot1.plot_layers = [den1]
        plot1.add_title(label='Density Plot')
        plot1.add_xlabel(xlabel='X Axis Label')
        plot1.add_ylabel(ylabel='Y Axis Label')

        # Create figure
        fig = CreateFigure()
        fig.plot_list = [plot1]
        fig.create_figure()

        plt.show()


    def _getHistData():
        # Generate test data for histogram plots

        mu = 100  # mean of distribution
        sigma = 15  # standard deviation of distribution
        data = mu + sigma * np.random.randn(437)

        return data


    if __name__ == '__main__':
        main()


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

   **Total running time of the script:** (0 minutes 0.255 seconds)


.. _sphx_glr_download_plot_types_statistical_density.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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