.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/algorithms/plot_largest_component.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_largest_component.py>`
        to download the full example code.

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

.. _sphx_glr_auto_examples_algorithms_plot_largest_component.py:


===========================
Largest connected component
===========================

Compute and draw the largest connected component.

.. GENERATED FROM PYTHON SOURCE LINES 8-26



.. image-sg:: /auto_examples/algorithms/images/sphx_glr_plot_largest_component_001.png
   :alt: plot largest component
   :srcset: /auto_examples/algorithms/images/sphx_glr_plot_largest_component_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import matplotlib.pyplot as plt

    import xgi

    # generate hypergraph
    seed = 12
    H = xgi.fast_random_hypergraph(20, [0.05, 0.01], seed=seed)

    # compute the largest component hypergraph
    H_gcc = xgi.largest_connected_hypergraph(H)

    # draw hypergraph
    pos = xgi.barycenter_spring_layout(H, seed=seed)
    xgi.draw(H, pos=pos)
    xgi.draw(H_gcc, pos=pos, node_fc="r", edge_fc="r", dyad_color="r")

    plt.show()


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

   **Total running time of the script:** (0 minutes 0.026 seconds)


.. _sphx_glr_download_auto_examples_algorithms_plot_largest_component.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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