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Network Analysis in Python

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NetworkX

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NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.

Simple example

Find the shortest path between two nodes in an undirected graph:

>>> import networkx as nx
>>> G = nx.Graph()
>>> G.add_edge("A", "B", weight=4)
>>> G.add_edge("B", "D", weight=2)
>>> G.add_edge("A", "C", weight=3)
>>> G.add_edge("C", "D", weight=4)
>>> nx.shortest_path(G, "A", "D", weight="weight")
['A', 'B', 'D']

Install

Install the latest released version of NetworkX:

$ pip install networkx

Install with all optional dependencies:

$ pip install networkx[default]

For additional details, please see the installation guide.

Bugs

Please report any bugs that you find here. Or, even better, fork the repository on GitHub and create a pull request (PR). We welcome all changes, big or small, and we will help you make the PR if you are new to git (just ask on the issue and/or see the contributor guide).

License

Released under the 3-Clause BSD license:

Copyright (C) 2004-2024 NetworkX Developers
Aric Hagberg <[email protected]>
Dan Schult <[email protected]>
Pieter Swart <[email protected]>

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