.. _sphx_glr_auto_examples_plot_user_data.py:


===================
choldgraf vs NelleV
===================

This short example shows the number of commits per user across time.




.. image:: /auto_examples/images/sphx_glr_plot_user_data_001.png
    :align: center


.. rst-class:: sphx-glr-script-out

 Out::

    Updating repository: https://api.github.com/users/choldgraf/events
    Params: {'since': None, 'per_page': 100}
    Updating repository: https://api.github.com/users/NelleV/events
    Params: {'since': None, 'per_page': 100}
    User Database | 2 Users | 2 projects




|


.. code-block:: python


    from watchtower.handlers_ import GithubDatabase
    import matplotlib.pyplot as plt

    users = ['choldgraf', 'NelleV']

    # Initialize the database
    db = GithubDatabase(verbose=True)

    # Update users and print the db
    for user in users:
        db.update(user)
    print(db)

    # Load the data for plotting
    users = [db.load(user) for user in users]

    # Now plot pushes each day
    fig, ax = plt.subplots(figsize=(10, 5))
    for user in users:
        counts = user.PushEvent.resample('D').count().iloc[:, 0]
        counts.plot(ax=ax, label=user.user, lw=3)
    ax.set_title('Commits for users')
    ax.xaxis.label.set(visible=False)
    ax.legend()
    plt.tight_layout()
    plt.show()

**Total running time of the script:** ( 0 minutes  2.998 seconds)



.. container:: sphx-glr-footer


  .. container:: sphx-glr-download

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



  .. container:: sphx-glr-download

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

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

    `Generated by Sphinx-Gallery <http://sphinx-gallery.readthedocs.io>`_