.. _sphx_glr_gallery_network_science:

Network science
+++++++++++++++



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The same graph in igraph and networkx, plotted with iplotx.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_parallel_igraph_networkx_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_parallel_igraph_networkx.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">igraph/networkx compatibility</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to use iplotx with networkx. Note how the vertex size is computed dynamically based on label size.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_simple_networkx_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_simple_networkx.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simple example from networkx</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx shows how to use simple vertex styling.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_multipartite_layout_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_multipartite_layout.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Multipartite layout</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx shows how to use complex network properties including edge tension.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_complex_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_complex.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Complex example</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx shows how to use edge labels and their rotation.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_shortest_path_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_shortest_path.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Shortest path</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use iplotx to visualise simple logical relationships, for instance the organisational chart of a company.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_company_structure_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_company_structure.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Company structure</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="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.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_social_network_circles_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_social_network_circles.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Social circles</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from igraph shows how to work with edge labels and linewidths.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_minimum_spanning_trees_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_minimum_spanning_trees.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Minimum spanning trees</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx demonstrates simple styling of nodes and edges.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_traveling_salesman_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_traveling_salesman.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Traveling salesman</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx demonstrates how to use transparency to overlay multiple plots with distinct highlights.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_labels_and_colors_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_labels_and_colors.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Labels and colors</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to overlay an iplotx artist with plain matplotlib patches.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_redblack_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_redblack.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">The red and the black</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from igraph presents how to visualise bipartite matching using maximum flow, with edge linewidth and vertex facecolor styling.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_max_bipartite_matching_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_max_bipartite_matching.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Maximum Bipartite Matching by Maximum Flow</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the visualisation of a network with 1,000 nodes and a few thousand edges, using a custom layout that resembles a lawn of arrows.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_arrowlawn_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_arrowlawn.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Arrow lawn</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from igraph shows how to compute and visualize cliques and highlight them.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_cliques_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_cliques.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Cliques</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from newtorkx shows an undirected graph of 128 US cities.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_knuth_miles_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_knuth_miles.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Knuth Miles US cities</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx shows how to use mappable colors and colormaps and how to connect them to a colorbar.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_with_colorbar_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_with_colorbar.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Colorbar</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx shows how to use coloring and custom layout as a dictionary.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_cluster_layout_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_cluster_layout.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Cluster of Southern Women</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example from networkx shows the relatinoships between chess masters. The example has a lot of network analysis code that is somewhat irrelevant for iplotx and is kept to demonstrate functional parity.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_chess_masters_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_chess_masters.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Chess masters</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the use of iplotx to visualise financial relationships, mimicking a figure published in this paper: https://www.science.org/doi/10.1126/science.1173644.">

.. only:: html

  .. image:: /gallery/network_science/images/thumb/sphx_glr_plot_financial_network_thumb.png
    :alt:

  :ref:`sphx_glr_gallery_network_science_plot_financial_network.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Financial network</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /gallery/network_science/plot_parallel_igraph_networkx
   /gallery/network_science/plot_simple_networkx
   /gallery/network_science/plot_multipartite_layout
   /gallery/network_science/plot_complex
   /gallery/network_science/plot_shortest_path
   /gallery/network_science/plot_company_structure
   /gallery/network_science/plot_social_network_circles
   /gallery/network_science/plot_minimum_spanning_trees
   /gallery/network_science/plot_traveling_salesman
   /gallery/network_science/plot_labels_and_colors
   /gallery/network_science/plot_redblack
   /gallery/network_science/plot_max_bipartite_matching
   /gallery/network_science/plot_arrowlawn
   /gallery/network_science/plot_cliques
   /gallery/network_science/plot_knuth_miles
   /gallery/network_science/plot_with_colorbar
   /gallery/network_science/plot_cluster_layout
   /gallery/network_science/plot_chess_masters
   /gallery/network_science/plot_financial_network