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

.. only:: html

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

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

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

.. _sphx_glr_auto_examples_algorithms_plot_clique_centrality.py:


=============================
Clique eigenvector centrality
=============================

Compute and visualize the clique eigenvector centrality.

.. GENERATED FROM PYTHON SOURCE LINES 8-26



.. image-sg:: /auto_examples/algorithms/images/sphx_glr_plot_clique_centrality_001.png
   :alt: plot clique centrality
   :srcset: /auto_examples/algorithms/images/sphx_glr_plot_clique_centrality_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import matplotlib.pyplot as plt

    import xgi

    # generate hypergraph
    n = 20
    ps = [0.15, 0.01]
    H = xgi.fast_random_hypergraph(n, ps, seed=20)

    # visualize hypergraph and centrality
    pos = xgi.barycenter_spring_layout(H, seed=1)
    ax, collections = xgi.draw(H, pos=pos, node_fc=H.nodes.clique_eigenvector_centrality)

    node_col, _, edge_col = collections
    plt.colorbar(node_col, label="Clique eigenvector centrality")

    plt.show()


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

   **Total running time of the script:** (0 minutes 0.050 seconds)


.. _sphx_glr_download_auto_examples_algorithms_plot_clique_centrality.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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