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

    Click :ref:`here <sphx_glr_download_auto_examples_NeoEpoch_examples_plot_NeoEpoch_ex1.py>` to download the full example code
.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_NeoEpoch_examples_plot_NeoEpoch_ex1.py:


=====================
Neo Epoch - example 1 - Rasterplots
=====================

This example shows how to use NeoEpoch




.. code-block:: python


    from neoStructures import *
    import matplotlib.pyplot as plt
    from os.path import isdir, join, isfile
    import _pickle
    import seaborn as sns
    sns.set()
    sns.set_context('paper')







Load neoEpoch data with _pickle



.. code-block:: python

    data_dir = join('pySpikeAnalysis', 'sample_data') if isdir('pySpikeAnalysis') else join('..', '..', 'pySpikeAnalysis', 'sample_data')
    print(data_dir)
    neo_epoch_filename = r'neoepoch_070119_1117.p'
    if not isfile(join(data_dir, neo_epoch_filename)):
        raise ValueError('Cannot find the file {}'.format(join(data_dir, neo_epoch_filename)))
    with open(join(data_dir, neo_epoch_filename), 'rb') as f:
        try:
            neo_epoch = _pickle.load(f)
        except:
            raise Exception('Cannot pickle the file {}'.format(join(data_dir, neo_epoch_filename)))

    neo_epoch.save_fig = 0





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

 Out:

 .. code-block:: none

    ../../pySpikeAnalysis/sample_data


See information about NeoAll



.. code-block:: python

    print(neo_epoch)





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

 Out:

 .. code-block:: none

    NeoEpoch instance. 19 units and 27 epochs
    One Neo Segment per epoch, each segment has one Neo SpikeTrain for each unit, and one Neo AnalogSignal


Plot the raster plot for unit 4



.. code-block:: python

    neo_epoch.plot_rasterplot(4)




.. image:: /auto_examples/NeoEpoch_examples/images/sphx_glr_plot_NeoEpoch_ex1_001.png
    :class: sphx-glr-single-img




**Total running time of the script:** ( 0 minutes  0.571 seconds)


.. _sphx_glr_download_auto_examples_NeoEpoch_examples_plot_NeoEpoch_ex1.py:


.. only :: html

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



  .. container:: sphx-glr-download

     :download:`Download Python source code: plot_NeoEpoch_ex1.py <plot_NeoEpoch_ex1.py>`



  .. container:: sphx-glr-download

     :download:`Download Jupyter notebook: plot_NeoEpoch_ex1.ipynb <plot_NeoEpoch_ex1.ipynb>`


.. only:: html

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

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