.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "gallery/pitch_plots/plot_sb360_frame.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_gallery_pitch_plots_plot_sb360_frame.py>`
        to download the full example code.

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

.. _sphx_glr_gallery_pitch_plots_plot_sb360_frame.py:


=============
StatsBomb 360
=============
This example shows how to plot the StatsBomb 360 data.
Code by `@abhisheksh_98 <https://twitter.com/abhisheksh_98>`_

.. GENERATED FROM PYTHON SOURCE LINES 8-35



.. image-sg:: /gallery/pitch_plots/images/sphx_glr_plot_sb360_frame_001.png
   :alt: plot sb360 frame
   :srcset: /gallery/pitch_plots/images/sphx_glr_plot_sb360_frame_001.png
   :class: sphx-glr-single-img





.. code-block:: Python

    import matplotlib.pyplot as plt
    from mplsoccer import Pitch, Sbopen
    import numpy as np

    ## load in Statsbomb360 data remotely 
    parser = Sbopen()
    frames, visible = parser.frame(3788741)

    ## get plotting data
    frame_idx = 50
    frame_id = visible.iloc[50].id

    visible_area = np.array(visible.iloc[frame_idx].visible_area).reshape(-1, 2)
    player_position_data = frames[frames.id == frame_id]

    teammate_locs = player_position_data[player_position_data.teammate]
    opponent_locs = player_position_data[~player_position_data.teammate]

    ## set up pitch
    p = Pitch(pitch_type='statsbomb')
    fig, ax = p.draw(figsize=(12,8))

    p.scatter(teammate_locs.x, teammate_locs.y, c='orange', s=80, ec='k', ax=ax)
    p.scatter(opponent_locs.x, opponent_locs.y, c='dodgerblue', s=80, ec='k', ax=ax)
    p.polygon([visible_area], color=(1, 0, 0, 0.3), ax=ax)

    plt.show() ##to see the plot. You don't need this if you're using a jupyter notebook


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

   **Total running time of the script:** (0 minutes 0.284 seconds)


.. _sphx_glr_download_gallery_pitch_plots_plot_sb360_frame.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: plot_sb360_frame.ipynb <plot_sb360_frame.ipynb>`

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

      :download:`Download Python source code: plot_sb360_frame.py <plot_sb360_frame.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_sb360_frame.zip <plot_sb360_frame.zip>`


.. only:: html

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

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