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

.. only:: html

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

        Click :ref:`here <sphx_glr_download_auto_examples_datasets_plot_cora.py>`
        to download the full example code

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

.. _sphx_glr_auto_examples_datasets_plot_cora.py:


Cora Citation Network
=====================

Hello world

.. GENERATED FROM PYTHON SOURCE LINES 8-13

.. code-block:: default


    import networkx as nx
    import matplotlib.pyplot as plt

    from etudes.datasets.networks import load_dataset







.. GENERATED FROM PYTHON SOURCE LINES 15-17

.. code-block:: default


    X, y, A = load_dataset("cora", data_home="../../datasets")







.. GENERATED FROM PYTHON SOURCE LINES 18-21

.. code-block:: default


    G = nx.from_scipy_sparse_matrix(A)
    C = max(nx.connected_components(G), key=len)







.. GENERATED FROM PYTHON SOURCE LINES 22-29

.. code-block:: default


    fig, ax = plt.subplots(figsize=(15, 12))

    nx.draw(G.subgraph(C), node_color=y[list(C)].argmax(axis=1), node_size=25,
            alpha=0.4, cmap="Accent", ax=ax)

    plt.show()



.. image:: /auto_examples/datasets/images/sphx_glr_plot_cora_001.png
    :alt: plot cora
    :class: sphx-glr-single-img






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

   **Total running time of the script:** ( 0 minutes  21.812 seconds)


.. _sphx_glr_download_auto_examples_datasets_plot_cora.py:


.. only :: html

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



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

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



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

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


.. only:: html

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

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