.. _sphx_glr_auto_examples_plot_filtering.py:


=============================
Filtering electrodes
=============================

This example filters electrodes based on kurtosis thresholding (default=10).





.. rst-class:: sphx-glr-horizontal


    *

      .. image:: /auto_examples/images/sphx_glr_plot_filtering_001.png
            :scale: 47

    *

      .. image:: /auto_examples/images/sphx_glr_plot_filtering_002.png
            :scale: 47

    *

      .. image:: /auto_examples/images/sphx_glr_plot_filtering_003.png
            :scale: 47

    *

      .. image:: /auto_examples/images/sphx_glr_plot_filtering_004.png
            :scale: 47


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

 Out::

    Number of electrodes: 40
    Recording time in seconds: [10.00186035]
    Sample Rate in Hz: [499.907]
    Number of sessions: 1
    Date created: Mon Jan 15 14:39:35 2018
    Meta data: BW013
    Number of electrodes: 40
    Recording time in seconds: [10.00186035]
    Sample Rate in Hz: [499.907]
    Number of sessions: 1
    Date created: Mon Jan 15 14:39:35 2018
    Meta data: BW013




|


.. code-block:: python


    # Code source: Lucy Owen & Andrew Heusser
    # License: MIT

    # import
    import supereeg as se

    # load example data
    bo = se.load('example_filter')

    # plot filtered data as default
    bo.plot_data()

    # plot filtered locations as default
    bo.plot_locs()

    # 37 locations
    bo.info()

    # or you can set filter to None if you want to plot original data
    bo.filter = None

    # plot unfiltered data
    bo.plot_data()

    # plot unfiltered locations (in aqua)
    bo.plot_locs()

    # 40 locations
    bo.info()

**Total running time of the script:** ( 0 minutes  1.058 seconds)



.. only :: html

 .. container:: sphx-glr-footer


  .. container:: sphx-glr-download

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



  .. container:: sphx-glr-download

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


.. only:: html

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

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