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

.. only:: html

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

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

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

.. _sphx_glr_gallery_network_science_plot_social_network_circles.py:


Social circles
==============

This example inspired by SocNetV (https://socnetv.org/data/uploads/screenshots/32/socnetv-32-example-dot.png), shows social connections within circles.
It also demonstrates how to combine ``iplotx`` with other matplotlib artists.

.. GENERATED FROM PYTHON SOURCE LINES 9-84



.. image-sg:: /gallery/network_science/images/sphx_glr_plot_social_network_circles_001.png
   :alt: plot social network circles
   :srcset: /gallery/network_science/images/sphx_glr_plot_social_network_circles_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import igraph as ig
    import numpy as np
    import pandas as pd
    import matplotlib.pyplot as plt
    import iplotx as ipx


    edge_data = [
        (1, 2),
        (2, 3),
        (3, 4),
        (4, 5),
        (5, 1),
        (1, 6),
        (6, 7),
        (7, 8),
        (8, 9),
        (9, 10),
    ]
    edge_data = pd.DataFrame(edge_data).astype(str)

    g = ig.Graph.DataFrame(
        edge_data,
        use_vids=False,
        directed=True,
    )


    def coords(radius, angle):
        angle = np.deg2rad(angle)
        return radius * np.cos(angle), radius * np.sin(angle)


    radii = [1, 3, 5, 6, 7, 12]
    layout = [
        coords(radii[0], 0),
        coords(radii[4], -30),
        coords(radii[3], -70),
        coords(radii[2], -100),
        coords(radii[1], -135),
        coords(radii[5], 180),
        coords(radii[5], 180 - 36),
        coords(radii[5], 180 - 36 * 2),
        coords(radii[5], 180 - 36 * 3),
        coords(radii[5], 180 - 36 * 4),
    ]


    fig, ax = plt.subplots(figsize=(8, 8))
    ipx.network(
        g,
        layout,
        ax=ax,
        vertex_marker="s",
        vertex_facecolor="red",
        edge_shrink=3,
        edge_zorder=2,
        vertex_zorder=3,
        vertex_label_color="black",
        vertex_labels=list(g.vs["name"]),
        zorder=3,
    )

    for radius in radii:
        ax.add_patch(
            plt.Circle(
                (0, 0), radius,
                facecolor="none", edgecolor="red", ls="dashed",
                zorder=1,
            )
        )

    ax.set(xlim=(-13, 13), ylim=(-13, 13))
    fig.tight_layout()


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

   **Total running time of the script:** (0 minutes 0.072 seconds)


.. _sphx_glr_download_gallery_network_science_plot_social_network_circles.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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