.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "plot_types/statistical/boxplot.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_boxplot.py>`
        to download the full example code.

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

.. _sphx_glr_plot_types_statistical_boxplot.py:


Box Plot
--------

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

.. GENERATED FROM PYTHON SOURCE LINES 9-56



.. image-sg:: /plot_types/statistical/images/sphx_glr_boxplot_001.png
   :alt: Test Box and Whisker Plot
   :srcset: /plot_types/statistical/images/sphx_glr_boxplot_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import numpy as np
    import matplotlib.pyplot as plt

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


    def main():
        # Create box and whisker plot

        # Grab sample data
        data = _getBoxPlotData()

        # Create box plot object
        bwp = BoxandWhiskerPlot(data)
        bwp.label = 'Box Plot data'

        # Create plot object and add features
        plot1 = CreatePlot()
        plot1.plot_layers = [bwp]
        plot1.add_xlabel(xlabel='X Axis Label')
        plot1.add_ylabel(ylabel='Y Axis Label')
        plot1.add_title('Test Box and Whisker Plot')
        plot1.add_legend(loc='upper left')

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

        plt.show()


    def _getBoxPlotData():
        # Generate test data for box and whisker plot

        # Fixing random state for reproducibility
        np.random.seed(19680801)

        data = [np.random.normal(0, std, 100) for std in range(6, 10)]

        return data


    if __name__ == '__main__':
        main()


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

   **Total running time of the script:** (0 minutes 0.062 seconds)


.. _sphx_glr_download_plot_types_statistical_boxplot.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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