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

NetworkX includes debug logging calls using Python’s standard logging mechanism. These can be enabled to help users understand when and how backends are being used.

If you do not already have a Python environment configured on your computer, please see the instructions for installing the full scientific Python stack. Below we assume you have the …

May 29, 2025 · With NetworkX you can load and store networks in standard and nonstandard data formats, generate many types of random and classic networks, analyze network …

The structure of NetworkX can be seen by the organization of its source code. The package provides classes for graph objects, generators to create standard graphs, IO routines for …

Functions # Functional interface to graph methods and assorted utilities. Graph #

May 29, 2025 · NetworkX Basics Graphs Graph Creation Graph Reporting Algorithms Drawing Data Structure Graph types Which graph class should I use? Basic graph types Graph Views …

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 …

Apr 4, 2023 · NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. For more information, please visit our …

Warning This documents an unmaintained version of NetworkX. Please upgrade to a maintained version and see the current NetworkX documentation.