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<section id="gallery">
<span id="examples-gallery"></span><h1>Gallery<a class="headerlink" href="#gallery" title="Permalink to this heading">#</a></h1>
<p>General-purpose and introductory examples for NetworkX.
The <a class="reference external" href="../tutorial.html">tutorial</a> introduces conventions and basic graph
manipulations.</p>
<div class="sphx-glr-thumbnails"></div><section id="basic">
<h2>Basic<a class="headerlink" href="#basic" title="Permalink to this heading">#</a></h2>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Compute some network properties for the lollipop graph."><img alt="Properties" src="../_images/sphx_glr_plot_properties_thumb.png" />
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<div class="sphx-glr-thumbnail-title">Properties</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Read and write graphs."><img alt="Read and write graphs." src="../_images/sphx_glr_plot_read_write_thumb.png" />
<p><a class="reference internal" href="basic/plot_read_write.html#sphx-glr-auto-examples-basic-plot-read-write-py"><span class="std std-ref">Read and write graphs.</span></a></p>
<div class="sphx-glr-thumbnail-title">Read and write graphs.</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Draw simple graph with manual layout."><img alt="Simple graph" src="../_images/sphx_glr_plot_simple_graph_thumb.png" />
<p><a class="reference internal" href="basic/plot_simple_graph.html#sphx-glr-auto-examples-basic-plot-simple-graph-py"><span class="std std-ref">Simple graph</span></a></p>
<div class="sphx-glr-thumbnail-title">Simple graph</div>
</div></div></section>
<section id="drawing">
<h2>Drawing<a class="headerlink" href="#drawing" title="Permalink to this heading">#</a></h2>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Draw a graph with node(s) located at user-defined positions."><img alt="Custom Node Position" src="../_images/sphx_glr_plot_center_node_thumb.png" />
<p><a class="reference internal" href="drawing/plot_center_node.html#sphx-glr-auto-examples-drawing-plot-center-node-py"><span class="std std-ref">Custom Node Position</span></a></p>
<div class="sphx-glr-thumbnail-title">Custom Node Position</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="An example of the MultiDiGraph class."><img alt="Chess Masters" src="../_images/sphx_glr_plot_chess_masters_thumb.png" />
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<div class="sphx-glr-thumbnail-title">Chess Masters</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Example of using custom icons to represent nodes with matplotlib."><img alt="Custom node icons" src="../_images/sphx_glr_plot_custom_node_icons_thumb.png" />
<p><a class="reference internal" href="drawing/plot_custom_node_icons.html#sphx-glr-auto-examples-drawing-plot-custom-node-icons-py"><span class="std std-ref">Custom node icons</span></a></p>
<div class="sphx-glr-thumbnail-title">Custom node icons</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This example shows several ways to visualize the distribution of the degree of nodes with two c..."><img alt="Degree Analysis" src="../_images/sphx_glr_plot_degree_thumb.png" />
<p><a class="reference internal" href="drawing/plot_degree.html#sphx-glr-auto-examples-drawing-plot-degree-py"><span class="std std-ref">Degree Analysis</span></a></p>
<div class="sphx-glr-thumbnail-title">Degree Analysis</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Draw a graph with directed edges using a colormap and different node sizes."><img alt="Directed Graph" src="../_images/sphx_glr_plot_directed_thumb.png" />
<p><a class="reference internal" href="drawing/plot_directed.html#sphx-glr-auto-examples-drawing-plot-directed-py"><span class="std std-ref">Directed Graph</span></a></p>
<div class="sphx-glr-thumbnail-title">Directed Graph</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Draw a graph with matplotlib, color edges."><img alt="Edge Colormap" src="../_images/sphx_glr_plot_edge_colormap_thumb.png" />
<p><a class="reference internal" href="drawing/plot_edge_colormap.html#sphx-glr-auto-examples-drawing-plot-edge-colormap-py"><span class="std std-ref">Edge Colormap</span></a></p>
<div class="sphx-glr-thumbnail-title">Edge Colormap</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Example using the NetworkX ego_graph() function to return the main egonet of the largest hub in..."><img alt="Ego Graph" src="../_images/sphx_glr_plot_ego_graph_thumb.png" />
<p><a class="reference internal" href="drawing/plot_ego_graph.html#sphx-glr-auto-examples-drawing-plot-ego-graph-py"><span class="std std-ref">Ego Graph</span></a></p>
<div class="sphx-glr-thumbnail-title">Ego Graph</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Create an G{n,m} random graph and compute the eigenvalues."><img alt="Eigenvalues" src="../_images/sphx_glr_plot_eigenvalues_thumb.png" />
<p><a class="reference internal" href="drawing/plot_eigenvalues.html#sphx-glr-auto-examples-drawing-plot-eigenvalues-py"><span class="std std-ref">Eigenvalues</span></a></p>
<div class="sphx-glr-thumbnail-title">Eigenvalues</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Draw a 4x4 graph with matplotlib."><img alt="Four Grids" src="../_images/sphx_glr_plot_four_grids_thumb.png" />
<p><a class="reference internal" href="drawing/plot_four_grids.html#sphx-glr-auto-examples-drawing-plot-four-grids-py"><span class="std std-ref">Four Grids</span></a></p>
<div class="sphx-glr-thumbnail-title">Four Grids</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Draw a graph with matplotlib."><img alt="House With Colors" src="../_images/sphx_glr_plot_house_with_colors_thumb.png" />
<p><a class="reference internal" href="drawing/plot_house_with_colors.html#sphx-glr-auto-examples-drawing-plot-house-with-colors-py"><span class="std std-ref">House With Colors</span></a></p>
<div class="sphx-glr-thumbnail-title">House With Colors</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="miles_graph() returns an undirected graph over 128 US cities. The cities each have location and..."><img alt="Knuth Miles" src="../_images/sphx_glr_plot_knuth_miles_thumb.png" />
<p><a class="reference internal" href="drawing/plot_knuth_miles.html#sphx-glr-auto-examples-drawing-plot-knuth-miles-py"><span class="std std-ref">Knuth Miles</span></a></p>
<div class="sphx-glr-thumbnail-title">Knuth Miles</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Use nodelist and edgelist to apply custom coloring and labels to various components of a graph."><img alt="Labels And Colors" src="../_images/sphx_glr_plot_labels_and_colors_thumb.png" />
<p><a class="reference internal" href="drawing/plot_labels_and_colors.html#sphx-glr-auto-examples-drawing-plot-labels-and-colors-py"><span class="std std-ref">Labels And Colors</span></a></p>
<div class="sphx-glr-thumbnail-title">Labels And Colors</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Multipartite Layout"><img alt="Multipartite Layout" src="../_images/sphx_glr_plot_multipartite_graph_thumb.png" />
<p><a class="reference internal" href="drawing/plot_multipartite_graph.html#sphx-glr-auto-examples-drawing-plot-multipartite-graph-py"><span class="std std-ref">Multipartite Layout</span></a></p>
<div class="sphx-glr-thumbnail-title">Multipartite Layout</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Draw a graph with matplotlib, color by degree."><img alt="Node Colormap" src="../_images/sphx_glr_plot_node_colormap_thumb.png" />
<p><a class="reference internal" href="drawing/plot_node_colormap.html#sphx-glr-auto-examples-drawing-plot-node-colormap-py"><span class="std std-ref">Node Colormap</span></a></p>
<div class="sphx-glr-thumbnail-title">Node Colormap</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Generate a complete graph with 13 nodes in a circular layout with the edges colored by node dis..."><img alt="Rainbow Coloring" src="../_images/sphx_glr_plot_rainbow_coloring_thumb.png" />
<p><a class="reference internal" href="drawing/plot_rainbow_coloring.html#sphx-glr-auto-examples-drawing-plot-rainbow-coloring-py"><span class="std std-ref">Rainbow Coloring</span></a></p>
<div class="sphx-glr-thumbnail-title">Rainbow Coloring</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Example"><img alt="Random Geometric Graph" src="../_images/sphx_glr_plot_random_geometric_graph_thumb.png" />
<p><a class="reference internal" href="drawing/plot_random_geometric_graph.html#sphx-glr-auto-examples-drawing-plot-random-geometric-graph-py"><span class="std std-ref">Random Geometric Graph</span></a></p>
<div class="sphx-glr-thumbnail-title">Random Geometric Graph</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Sampson's monastery data."><img alt="Sampson" src="../_images/sphx_glr_plot_sampson_thumb.png" />
<p><a class="reference internal" href="drawing/plot_sampson.html#sphx-glr-auto-examples-drawing-plot-sampson-py"><span class="std std-ref">Sampson</span></a></p>
<div class="sphx-glr-thumbnail-title">Sampson</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="A self-loop is an edge that originates from and terminates the same node. This example shows ho..."><img alt="Self-loops" src="../_images/sphx_glr_plot_selfloops_thumb.png" />
<p><a class="reference internal" href="drawing/plot_selfloops.html#sphx-glr-auto-examples-drawing-plot-selfloops-py"><span class="std std-ref">Self-loops</span></a></p>
<div class="sphx-glr-thumbnail-title">Self-loops</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Draw a graph with matplotlib."><img alt="Simple Path" src="../_images/sphx_glr_plot_simple_path_thumb.png" />
<p><a class="reference internal" href="drawing/plot_simple_path.html#sphx-glr-auto-examples-drawing-plot-simple-path-py"><span class="std std-ref">Simple Path</span></a></p>
<div class="sphx-glr-thumbnail-title">Simple Path</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="The spectral layout positions the nodes of the graph based on the eigenvectors of the graph Lap..."><img alt="Spectral Embedding" src="../_images/sphx_glr_plot_spectral_grid_thumb.png" />
<p><a class="reference internal" href="drawing/plot_spectral_grid.html#sphx-glr-auto-examples-drawing-plot-spectral-grid-py"><span class="std std-ref">Spectral Embedding</span></a></p>
<div class="sphx-glr-thumbnail-title">Spectral Embedding</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This is an example of a drawing solution of the traveling salesman problem"><img alt="Traveling Salesman Problem" src="../_images/sphx_glr_plot_tsp_thumb.png" />
<p><a class="reference internal" href="drawing/plot_tsp.html#sphx-glr-auto-examples-drawing-plot-tsp-py"><span class="std std-ref">Traveling Salesman Problem</span></a></p>
<div class="sphx-glr-thumbnail-title">Traveling Salesman Problem</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Create a directed graph, allowing multiple edges and self loops, from a unix mailbox. The node..."><img alt="Unix Email" src="../_images/sphx_glr_plot_unix_email_thumb.png" />
<p><a class="reference internal" href="drawing/plot_unix_email.html#sphx-glr-auto-examples-drawing-plot-unix-email-py"><span class="std std-ref">Unix Email</span></a></p>
<div class="sphx-glr-thumbnail-title">Unix Email</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="An example using Graph as a weighted network."><img alt="Weighted Graph" src="../_images/sphx_glr_plot_weighted_graph_thumb.png" />
<p><a class="reference internal" href="drawing/plot_weighted_graph.html#sphx-glr-auto-examples-drawing-plot-weighted-graph-py"><span class="std std-ref">Weighted Graph</span></a></p>
<div class="sphx-glr-thumbnail-title">Weighted Graph</div>
</div></div></section>
<section id="d-drawing">
<h2>3D Drawing<a class="headerlink" href="#d-drawing" title="Permalink to this heading">#</a></h2>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Mayavi2"><img alt="Mayavi2" src="../_images/sphx_glr_mayavi2_spring_thumb.png" />
<p><a class="reference internal" href="3d_drawing/mayavi2_spring.html#sphx-glr-auto-examples-3d-drawing-mayavi2-spring-py"><span class="std std-ref">Mayavi2</span></a></p>
<div class="sphx-glr-thumbnail-title">Mayavi2</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="A basic example of 3D Graph visualization using mpl_toolkits.mplot_3d."><img alt="Basic matplotlib" src="../_images/sphx_glr_plot_basic_thumb.png" />
<p><a class="reference internal" href="3d_drawing/plot_basic.html#sphx-glr-auto-examples-3d-drawing-plot-basic-py"><span class="std std-ref">Basic matplotlib</span></a></p>
<div class="sphx-glr-thumbnail-title">Basic matplotlib</div>
</div></div></section>
<section id="graphviz-layout">
<h2>Graphviz Layout<a class="headerlink" href="#graphviz-layout" title="Permalink to this heading">#</a></h2>
<p>Examples using Graphviz layouts with <a class="reference internal" href="../reference/drawing.html#module-networkx.drawing.nx_pylab" title="networkx.drawing.nx_pylab"><code class="xref py py-obj docutils literal notranslate"><span class="pre">nx_pylab</span></code></a> for drawing.
These examples need Graphviz and <a class="reference external" href="https://pygraphviz.github.io/documentation/stable/index.html" title="(in PyGraphviz v1.10)"><span class="xref std std-doc">PyGraphviz</span></a>.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Atlas of all connected graphs with up to 6 nodes."><img alt="Atlas" src="../_images/sphx_glr_plot_atlas_thumb.png" />
<p><a class="reference internal" href="graphviz_layout/plot_atlas.html#sphx-glr-auto-examples-graphviz-layout-plot-atlas-py"><span class="std std-ref">Atlas</span></a></p>
<div class="sphx-glr-thumbnail-title">Atlas</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This example needs Graphviz and PyGraphviz."><img alt="Circular Tree" src="../_images/sphx_glr_plot_circular_tree_thumb.png" />
<p><a class="reference internal" href="graphviz_layout/plot_circular_tree.html#sphx-glr-auto-examples-graphviz-layout-plot-circular-tree-py"><span class="std std-ref">Circular Tree</span></a></p>
<div class="sphx-glr-thumbnail-title">Circular Tree</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Example of creating a junction tree from a directed graph."><img alt="Decomposition" src="../_images/sphx_glr_plot_decomposition_thumb.png" />
<p><a class="reference internal" href="graphviz_layout/plot_decomposition.html#sphx-glr-auto-examples-graphviz-layout-plot-decomposition-py"><span class="std std-ref">Decomposition</span></a></p>
<div class="sphx-glr-thumbnail-title">Decomposition</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the sudden appearance of a giant connected component in a binomial ran..."><img alt="Giant Component" src="../_images/sphx_glr_plot_giant_component_thumb.png" />
<p><a class="reference internal" href="graphviz_layout/plot_giant_component.html#sphx-glr-auto-examples-graphviz-layout-plot-giant-component-py"><span class="std std-ref">Giant Component</span></a></p>
<div class="sphx-glr-thumbnail-title">Giant Component</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Routes to LANL from 186 sites on the Internet."><img alt="Lanl Routes" src="../_images/sphx_glr_plot_lanl_routes_thumb.png" />
<p><a class="reference internal" href="graphviz_layout/plot_lanl_routes.html#sphx-glr-auto-examples-graphviz-layout-plot-lanl-routes-py"><span class="std std-ref">Lanl Routes</span></a></p>
<div class="sphx-glr-thumbnail-title">Lanl Routes</div>
</div></div></section>
<section id="graphviz-drawing">
<h2>Graphviz Drawing<a class="headerlink" href="#graphviz-drawing" title="Permalink to this heading">#</a></h2>
<p>Examples using Graphviz for layout and drawing via <a class="reference internal" href="../reference/drawing.html#module-networkx.drawing.nx_agraph" title="networkx.drawing.nx_agraph"><code class="xref py py-obj docutils literal notranslate"><span class="pre">nx_agraph</span></code></a>.
These examples need Graphviz and <a class="reference external" href="https://pygraphviz.github.io/documentation/stable/index.html" title="(in PyGraphviz v1.10)"><span class="xref std std-doc">PyGraphviz</span></a>.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Example illustrating how attributes of nodes, edges, and graphs are handled during conversion t..."><img alt="Attributes" src="../_images/sphx_glr_plot_attributes_thumb.png" />
<p><a class="reference internal" href="graphviz_drawing/plot_attributes.html#sphx-glr-auto-examples-graphviz-drawing-plot-attributes-py"><span class="std std-ref">Attributes</span></a></p>
<div class="sphx-glr-thumbnail-title">Attributes</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="An example showing how to use the interface to the pygraphviz.AGraph class to convert to and f..."><img alt="Conversion" src="../_images/sphx_glr_plot_conversion_thumb.png" />
<p><a class="reference internal" href="graphviz_drawing/plot_conversion.html#sphx-glr-auto-examples-graphviz-drawing-plot-conversion-py"><span class="std std-ref">Conversion</span></a></p>
<div class="sphx-glr-thumbnail-title">Conversion</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Illustrate ~networkx.drawing.nx_agraph.write_dot in conjunction with the Graphviz command line ..."><img alt="2D Grid" src="../_images/sphx_glr_plot_grid_thumb.png" />
<p><a class="reference internal" href="graphviz_drawing/plot_grid.html#sphx-glr-auto-examples-graphviz-drawing-plot-grid-py"><span class="std std-ref">2D Grid</span></a></p>
<div class="sphx-glr-thumbnail-title">2D Grid</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="An example showing how to write first 20 graphs from the graph atlas as graphviz dot files Gn.d..."><img alt="Atlas" src="../_images/sphx_glr_plot_mini_atlas_thumb.png" />
<p><a class="reference internal" href="graphviz_drawing/plot_mini_atlas.html#sphx-glr-auto-examples-graphviz-drawing-plot-mini-atlas-py"><span class="std std-ref">Atlas</span></a></p>
<div class="sphx-glr-thumbnail-title">Atlas</div>
</div></div></section>
<section id="graph">
<h2>Graph<a class="headerlink" href="#graph" title="Permalink to this heading">#</a></h2>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="This example combines the topological_generations generator with multipartite_layout to show ho..."><img alt="DAG - Topological Layout" src="../_images/sphx_glr_plot_dag_layout_thumb.png" />
<p><a class="reference internal" href="graph/plot_dag_layout.html#sphx-glr-auto-examples-graph-plot-dag-layout-py"><span class="std std-ref">DAG - Topological Layout</span></a></p>
<div class="sphx-glr-thumbnail-title">DAG - Topological Layout</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Random graph from given degree sequence."><img alt="Degree Sequence" src="../_images/sphx_glr_plot_degree_sequence_thumb.png" />
<p><a class="reference internal" href="graph/plot_degree_sequence.html#sphx-glr-auto-examples-graph-plot-degree-sequence-py"><span class="std std-ref">Degree Sequence</span></a></p>
<div class="sphx-glr-thumbnail-title">Degree Sequence</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Create an G{n,m} random graph with n nodes and m edges and report some properties."><img alt="Erdos Renyi" src="../_images/sphx_glr_plot_erdos_renyi_thumb.png" />
<p><a class="reference internal" href="graph/plot_erdos_renyi.html#sphx-glr-auto-examples-graph-plot-erdos-renyi-py"><span class="std std-ref">Erdos Renyi</span></a></p>
<div class="sphx-glr-thumbnail-title">Erdos Renyi</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Random graph from given degree sequence."><img alt="Expected Degree Sequence" src="../_images/sphx_glr_plot_expected_degree_sequence_thumb.png" />
<p><a class="reference internal" href="graph/plot_expected_degree_sequence.html#sphx-glr-auto-examples-graph-plot-expected-degree-sequence-py"><span class="std std-ref">Expected Degree Sequence</span></a></p>
<div class="sphx-glr-thumbnail-title">Expected Degree Sequence</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Load football network in GML format and compute some network statistcs."><img alt="Football" src="../_images/sphx_glr_plot_football_thumb.png" />
<p><a class="reference internal" href="graph/plot_football.html#sphx-glr-auto-examples-graph-plot-football-py"><span class="std std-ref">Football</span></a></p>
<div class="sphx-glr-thumbnail-title">Football</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Zachary's Karate Club graph"><img alt="Karate Club" src="../_images/sphx_glr_plot_karate_club_thumb.png" />
<p><a class="reference internal" href="graph/plot_karate_club.html#sphx-glr-auto-examples-graph-plot-karate-club-py"><span class="std std-ref">Karate Club</span></a></p>
<div class="sphx-glr-thumbnail-title">Karate Club</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="A prefix tree (aka a "trie") representing the Morse encoding of the alphabet. A letter can be e..."><img alt="Morse Trie" src="../_images/sphx_glr_plot_morse_trie_thumb.png" />
<p><a class="reference internal" href="graph/plot_morse_trie.html#sphx-glr-auto-examples-graph-plot-morse-trie-py"><span class="std std-ref">Morse Trie</span></a></p>
<div class="sphx-glr-thumbnail-title">Morse Trie</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Minard's data from Napoleon's 1812-1813 Russian Campaign. https://web.archive.org/web/20080112..."><img alt="Napoleon Russian Campaign" src="../_images/sphx_glr_plot_napoleon_russian_campaign_thumb.png" />
<p><a class="reference internal" href="graph/plot_napoleon_russian_campaign.html#sphx-glr-auto-examples-graph-plot-napoleon-russian-campaign-py"><span class="std std-ref">Napoleon Russian Campaign</span></a></p>
<div class="sphx-glr-thumbnail-title">Napoleon Russian Campaign</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Build a directed graph of 1022 categories and 5075 cross-references as defined in the 1879 vers..."><img alt="Roget" src="../_images/sphx_glr_plot_roget_thumb.png" />
<p><a class="reference internal" href="graph/plot_roget.html#sphx-glr-auto-examples-graph-plot-roget-py"><span class="std std-ref">Roget</span></a></p>
<div class="sphx-glr-thumbnail-title">Roget</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Triads"><img alt="Triads" src="../_images/sphx_glr_plot_triad_types_thumb.png" />
<p><a class="reference internal" href="graph/plot_triad_types.html#sphx-glr-auto-examples-graph-plot-triad-types-py"><span class="std std-ref">Triads</span></a></p>
<div class="sphx-glr-thumbnail-title">Triads</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Generate an undirected graph over the 5757 5-letter words in the datafile words_dat.txt.gz. T..."><img alt="Words/Ladder Graph" src="../_images/sphx_glr_plot_words_thumb.png" />
<p><a class="reference internal" href="graph/plot_words.html#sphx-glr-auto-examples-graph-plot-words-py"><span class="std std-ref">Words/Ladder Graph</span></a></p>
<div class="sphx-glr-thumbnail-title">Words/Ladder Graph</div>
</div></div></section>
<section id="algorithms">
<h2>Algorithms<a class="headerlink" href="#algorithms" title="Permalink to this heading">#</a></h2>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Beam search with dynamic beam width."><img alt="Beam Search" src="../_images/sphx_glr_plot_beam_search_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_beam_search.html#sphx-glr-auto-examples-algorithms-plot-beam-search-py"><span class="std std-ref">Beam Search</span></a></p>
<div class="sphx-glr-thumbnail-title">Beam Search</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Betweenness centrality measures of positive gene functional associations using WormNet v.3-GS."><img alt="Betweeness Centrality" src="../_images/sphx_glr_plot_betweenness_centrality_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_betweenness_centrality.html#sphx-glr-auto-examples-algorithms-plot-betweenness-centrality-py"><span class="std std-ref">Betweeness Centrality</span></a></p>
<div class="sphx-glr-thumbnail-title">Betweeness Centrality</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Example of creating a block model using the quotient_graph function in NX. Data used is the Ha..."><img alt="Blockmodel" src="../_images/sphx_glr_plot_blockmodel_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_blockmodel.html#sphx-glr-auto-examples-algorithms-plot-blockmodel-py"><span class="std std-ref">Blockmodel</span></a></p>
<div class="sphx-glr-thumbnail-title">Blockmodel</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Convert a Boolean circuit to an equivalent Boolean formula."><img alt="Circuits" src="../_images/sphx_glr_plot_circuits_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_circuits.html#sphx-glr-auto-examples-algorithms-plot-circuits-py"><span class="std std-ref">Circuits</span></a></p>
<div class="sphx-glr-thumbnail-title">Circuits</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Davis Southern Club Women"><img alt="Davis Club" src="../_images/sphx_glr_plot_davis_club_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_davis_club.html#sphx-glr-auto-examples-algorithms-plot-davis-club-py"><span class="std std-ref">Davis Club</span></a></p>
<div class="sphx-glr-thumbnail-title">Davis Club</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Examples of dedensification of a graph. Dedensification retains the structural pattern of the ..."><img alt="Dedensification" src="../_images/sphx_glr_plot_dedensification_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_dedensification.html#sphx-glr-auto-examples-algorithms-plot-dedensification-py"><span class="std std-ref">Dedensification</span></a></p>
<div class="sphx-glr-thumbnail-title">Dedensification</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Digraphs from Integer-valued Iterated Functions"><img alt="Iterated Dynamical Systems" src="../_images/sphx_glr_plot_iterated_dynamical_systems_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_iterated_dynamical_systems.html#sphx-glr-auto-examples-algorithms-plot-iterated-dynamical-systems-py"><span class="std std-ref">Iterated Dynamical Systems</span></a></p>
<div class="sphx-glr-thumbnail-title">Iterated Dynamical Systems</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Centrality measures of Krackhardt social network."><img alt="Krackhardt Centrality" src="../_images/sphx_glr_plot_krackhardt_centrality_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_krackhardt_centrality.html#sphx-glr-auto-examples-algorithms-plot-krackhardt-centrality-py"><span class="std std-ref">Krackhardt Centrality</span></a></p>
<div class="sphx-glr-thumbnail-title">Krackhardt Centrality</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Example of parallel implementation of betweenness centrality using the multiprocessing module f..."><img alt="Parallel Betweenness" src="../_images/sphx_glr_plot_parallel_betweenness_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_parallel_betweenness.html#sphx-glr-auto-examples-algorithms-plot-parallel-betweenness-py"><span class="std std-ref">Parallel Betweenness</span></a></p>
<div class="sphx-glr-thumbnail-title">Parallel Betweenness</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Cuthill-McKee ordering of matrices"><img alt="Reverse Cuthill--McKee" src="../_images/sphx_glr_plot_rcm_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_rcm.html#sphx-glr-auto-examples-algorithms-plot-rcm-py"><span class="std std-ref">Reverse Cuthill–McKee</span></a></p>
<div class="sphx-glr-thumbnail-title">Reverse Cuthill--McKee</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="SNAP Graph Summary"><img alt="SNAP Graph Summary" src="../_images/sphx_glr_plot_snap_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_snap.html#sphx-glr-auto-examples-algorithms-plot-snap-py"><span class="std std-ref">SNAP Graph Summary</span></a></p>
<div class="sphx-glr-thumbnail-title">SNAP Graph Summary</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Subgraphs"><img alt="Subgraphs" src="../_images/sphx_glr_plot_subgraphs_thumb.png" />
<p><a class="reference internal" href="algorithms/plot_subgraphs.html#sphx-glr-auto-examples-algorithms-plot-subgraphs-py"><span class="std std-ref">Subgraphs</span></a></p>
<div class="sphx-glr-thumbnail-title">Subgraphs</div>
</div></div></section>
<section id="external-libraries">
<h2>External libraries<a class="headerlink" href="#external-libraries" title="Permalink to this heading">#</a></h2>
<p>Examples of using NetworkX with external libraries.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Example of writing JSON format graph data and using the D3 Javascript library to produce an HTM..."><img alt="Javascript" src="../_images/sphx_glr_javascript_force_thumb.png" />
<p><a class="reference internal" href="external/javascript_force.html#sphx-glr-auto-examples-external-javascript-force-py"><span class="std std-ref">Javascript</span></a></p>
<div class="sphx-glr-thumbnail-title">Javascript</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="igraph (https://igraph.org/) is a popular network analysis package that provides (among many ot..."><img alt="igraph" src="../_images/sphx_glr_plot_igraph_thumb.png" />
<p><a class="reference internal" href="external/plot_igraph.html#sphx-glr-auto-examples-external-plot-igraph-py"><span class="std std-ref">igraph</span></a></p>
<div class="sphx-glr-thumbnail-title">igraph</div>
</div></div></section>
<section id="geospatial">
<h2>Geospatial<a class="headerlink" href="#geospatial" title="Permalink to this heading">#</a></h2>
<p>The following geospatial examples showcase different ways of performing
network analyses using packages within the geospatial Python ecosystem.
Example spatial files are stored directly in this directory.
See the <a class="reference external" href="geospatial/extended_description.html">extended description</a> for more details.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="This example shows how to build a delaunay graph (plus its dual, the set of Voronoi polygons) f..."><img alt="Delaunay graphs from geographic points" src="../_images/sphx_glr_plot_delaunay_thumb.png" />
<p><a class="reference internal" href="geospatial/plot_delaunay.html#sphx-glr-auto-examples-geospatial-plot-delaunay-py"><span class="std std-ref">Delaunay graphs from geographic points</span></a></p>
<div class="sphx-glr-thumbnail-title">Delaunay graphs from geographic points</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This example shows how to build a graph from a set of geographic lines (sometimes called "lines..."><img alt="Graphs from a set of lines" src="../_images/sphx_glr_plot_lines_thumb.png" />
<p><a class="reference internal" href="geospatial/plot_lines.html#sphx-glr-auto-examples-geospatial-plot-lines-py"><span class="std std-ref">Graphs from a set of lines</span></a></p>
<div class="sphx-glr-thumbnail-title">Graphs from a set of lines</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use OSMnx to download and model a street network from OpenStreetMap, ..."><img alt="OpenStreetMap with OSMnx" src="../_images/sphx_glr_plot_osmnx_thumb.png" />
<p><a class="reference internal" href="geospatial/plot_osmnx.html#sphx-glr-auto-examples-geospatial-plot-osmnx-py"><span class="std std-ref">OpenStreetMap with OSMnx</span></a></p>
<div class="sphx-glr-thumbnail-title">OpenStreetMap with OSMnx</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This example shows how to build a graph from a set of points using PySAL and geopandas. In this..."><img alt="Graphs from geographic points" src="../_images/sphx_glr_plot_points_thumb.png" />
<p><a class="reference internal" href="geospatial/plot_points.html#sphx-glr-auto-examples-geospatial-plot-points-py"><span class="std std-ref">Graphs from geographic points</span></a></p>
<div class="sphx-glr-thumbnail-title">Graphs from geographic points</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This example shows how to build a graph from a set of polygons using PySAL and geopandas. We'll..."><img alt="Graphs from Polygons" src="../_images/sphx_glr_plot_polygons_thumb.png" />
<p><a class="reference internal" href="geospatial/plot_polygons.html#sphx-glr-auto-examples-geospatial-plot-polygons-py"><span class="std std-ref">Graphs from Polygons</span></a></p>
<div class="sphx-glr-thumbnail-title">Graphs from Polygons</div>
</div></div></section>
<section id="subclass">
<h2>Subclass<a class="headerlink" href="#subclass" title="Permalink to this heading">#</a></h2>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Complement graph class for small footprint when working on dense graphs."><img alt="Antigraph" src="../_images/sphx_glr_plot_antigraph_thumb.png" />
<p><a class="reference internal" href="subclass/plot_antigraph.html#sphx-glr-auto-examples-subclass-plot-antigraph-py"><span class="std std-ref">Antigraph</span></a></p>
<div class="sphx-glr-thumbnail-title">Antigraph</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="Example subclass of the Graph class."><img alt="Print Graph" src="../_images/sphx_glr_plot_printgraph_thumb.png" />
<p><a class="reference internal" href="subclass/plot_printgraph.html#sphx-glr-auto-examples-subclass-plot-printgraph-py"><span class="std std-ref">Print Graph</span></a></p>
<div class="sphx-glr-thumbnail-title">Print Graph</div>
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