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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_gallery_plot_ebands_boxplot.py>`
        to download the full example code or to run this example in your browser via Binder

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

.. _sphx_glr_gallery_plot_ebands_boxplot.py:


Seaborn boxplot
===============

This example shows how to use seaborn to draw a box plot
showing the distributions of eigenvalues with respect to the band index.

.. GENERATED FROM PYTHON SOURCE LINES 9-17

.. code-block:: default

    from abipy.abilab import abiopen
    import abipy.data as abidata

    # Open the file with energies computed with a homogeneous sampling
    # of the BZ and extract the band structure.
    with abiopen(abidata.ref_file("si_scf_GSR.nc")) as gsr:
        ebands = gsr.ebands








.. GENERATED FROM PYTHON SOURCE LINES 18-22

.. code-block:: default

    import matplotlib.pyplot as plt
    # Use `swarm=True` to show the datapoints on top of the boxes
    ebands.boxplot(swarm=True)
    plt.show()



.. image:: /gallery/images/sphx_glr_plot_ebands_boxplot_001.png
    :alt: plot ebands boxplot
    :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  0.238 seconds)


.. _sphx_glr_download_gallery_plot_ebands_boxplot.py:


.. only :: html

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


  .. container:: binder-badge

    .. image:: images/binder_badge_logo.svg
      :target: https://mybinder.org/v2/gh/abinit/abipy/gh-pages?filepath=notebooks/gallery/plot_ebands_boxplot.ipynb
      :alt: Launch binder
      :width: 150 px


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

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



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

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


.. only:: html

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

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