networkx

Network Analysis in Python

https://github.com/networkx/networkx

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

○
CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
○
Academic publication links
✓
Committers with academic emails
43 of 796 committers (5.4%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (16.4%) to scientific vocabulary

Keywords

complex-networks graph-algorithms graph-analysis graph-generation graph-theory graph-visualization python

Keywords from Contributors

closember alignment flexible qt notebook tk wx gtk ipython spec-0

Last synced: 6 months ago · JSON representation

Repository

Network Analysis in Python

Basic Info

Host: GitHub
Owner: networkx
License: other
Language: Python
Default Branch: main
Homepage: https://networkx.org
Size: 91.1 MB

Statistics

Stars: 16,143
Watchers: 283
Forks: 3,393
Open Issues: 396
Releases: 62

Topics

complex-networks graph-algorithms graph-analysis graph-generation graph-theory graph-visualization python

Created over 15 years ago · Last pushed 6 months ago

Metadata Files

Readme Contributing License Code of conduct

README.rst

NetworkX
========


.. image::
    https://github.com/networkx/networkx/workflows/test/badge.svg?branch=main
    :target: https://github.com/networkx/networkx/actions?query=workflow%3Atest

.. image::
    https://codecov.io/gh/networkx/networkx/branch/main/graph/badge.svg?
    :target: https://app.codecov.io/gh/networkx/networkx/branch/main

.. image::
    https://img.shields.io/pypi/v/networkx.svg?
    :target: https://pypi.python.org/pypi/networkx

.. image::
    https://img.shields.io/pypi/l/networkx.svg?
    :target: https://github.com/networkx/networkx/blob/main/LICENSE.txt

.. image::
    https://img.shields.io/pypi/pyversions/networkx.svg?
    :target: https://pypi.python.org/pypi/networkx

.. image::
    https://img.shields.io/github/labels/networkx/networkx/good%20first%20issue?color=green&label=contribute
    :target: https://github.com/networkx/networkx/contribute


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

- **Website (including documentation):** https://networkx.org
- **Mailing list:** https://groups.google.com/forum/#!forum/networkx-discuss
- **Source:** https://github.com/networkx/networkx
- **Bug reports:** https://github.com/networkx/networkx/issues
- **Report a security vulnerability:** https://tidelift.com/security
- **Tutorial:** https://networkx.org/documentation/latest/tutorial.html
- **GitHub Discussions:** https://github.com/networkx/networkx/discussions
- **Discord (Scientific Python) invite link:** https://discord.com/invite/vur45CbwMz
- **NetworkX meetings calendar (open to all):** https://scientific-python.org/calendars/networkx.ics

Simple example
--------------

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

.. code:: pycon

    >>> 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:

.. code:: shell

    $ pip install networkx

Install with all optional dependencies:

.. code:: shell

    $ 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) 2004-2025, NetworkX Developers
    Aric Hagberg 
    Dan Schult 
    Pieter Swart

Owner

Name: NetworkX
Login: networkx
Kind: organization

Website: https://networkx.org/
Repositories: 16
Profile: https://github.com/networkx

Software for Complex Networks

Committers

Last synced: 6 months ago

All Time

Total Commits: 7,126
Total Committers: 796
Avg Commits per committer: 8.952
Development Distribution Score (DDS): 0.719

Past Year

Commits: 292
Committers: 72
Avg Commits per committer: 4.056
Development Distribution Score (DDS): 0.76

Top Committers

Name	Email	Commits
Aric Hagberg	a**g@g**m	1,999
Jarrod Millman	j**n@g**m	686
Dan Schult	d**t@c**u	629
Ross Barnowski	r**r@c**u	415
ysitu	y**u@u**m	246
Mridul Seth	s**l@g**m	223
chebee7i	c**i@g**m	220
Jordi Torrents	j**1@g**m	170
Jeffrey Finkelstein	j**n@g**m	149
swart	n**e@n**e	120
Erik Welch	e**h@g**m	95
Loïc Séguin-C.	l**n@g**m	76
Kemal Maulana	k**2@g**m	67
Chris Ellison	c**n@c**u	49
SanketDG	s**a@g**m	48
Ben Edwards	b**s@c**u	37
Gilles Peiffer	g**t@g**m	36
Aditi Juneja	9**a@u**m	32
thegreathippo	t**o@g**m	29
JGab	j**g@g**m	29
Brandon Liu	b**u@g**m	26
Paula Pérez Bianchi	4**b@u**m	26
Alejandro Weinstein	a**n@g**m	24
Stefan van der Walt	s**v@b**u	23
Navya Agarwal	8**l@u**m	21
Michael-E-Rose	M**e@g**m	21
Matt Schwennesen	m**e@g**m	19
Niels van Adrichem	n**m@t**l	18
Alimi Qudirah	q**i@g**m	18
Thodoris Sotiropoulos	t**r@w**m	17
and 766 more...

Committer Domains (Top 20 + Academic)

gmx.de: 3 windowslive.com: 3 dwavesys.com: 3 yahoo.de: 2 iiitd.ac.in: 2 ramiro.org: 2 kitware.com: 2 progval.net: 2 qq.com: 2 colorado.edu: 2 asu.edu: 2 ucl.ac.uk: 2 shopify.com: 2 orange.fr: 1 arne.cl: 1 nist.gov: 1 cgnal.com: 1 tu-dortmund.de: 1 pasechnik.info: 1 supelec.fr: 1 umich.edu: 1 kit.edu: 1 cam.ac.uk: 1 virginia.edu: 1 g.hmc.edu: 1 iitk.ac.in: 1 math.uni-erlangen.de: 1 jacobs-university.de: 1 rit.edu: 1 ncsu.edu: 1 tudelft.nl: 1 berkeley.edu: 1 cs.unm.edu: 1 cse.ucdavis.edu: 1 caltech.edu: 1 colgate.edu: 1 st-andrews.ac.uk: 1 sabanciuniv.edu: 1 ucdenver.edu: 1 cern.ch: 1 bnl.gov: 1 ipvs.uni-stuttgart.de: 1 worc.ox.ac.uk: 1 gatech.edu: 1 epfl.ch: 1 cs.purdue.edu: 1 univ-orleans.fr: 1 kurims.kyoto-u.ac.jp: 1 kth.se: 1 sjsu.edu: 1 student.tudelft.nl: 1 unal.edu.co: 1 univie.ac.at: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 434
Total pull requests: 1,746
Average time to close issues: 5 months
Average time to close pull requests: 3 months
Total issue authors: 257
Total pull request authors: 350
Average comments per issue: 3.07
Average comments per pull request: 2.3
Merged pull requests: 1,059
Bot issues: 0
Bot pull requests: 38

Past Year

Issues: 112
Pull requests: 695
Average time to close issues: 14 days
Average time to close pull requests: 12 days
Issue authors: 76
Pull request authors: 122
Average comments per issue: 1.59
Average comments per pull request: 1.7
Merged pull requests: 375
Bot issues: 0
Bot pull requests: 16

View more stats

Top Authors

Issue Authors

dschult (40)
rossbar (37)
Schefflera-Arboricola (13)
MridulS (12)
joyemang33 (11)
jarrodmillman (9)
eriknw (8)
Peiffap (7)
Qudirah (6)
amcandio (5)
richardrl (4)
woQal (4)
paulbrodersen (4)
NeilGirdhar (3)
mdealencar (3)

Pull Request Authors

rossbar (274)
eriknw (182)
Peiffap (93)
jarrodmillman (79)
MridulS (78)
dschult (74)
Schefflera-Arboricola (60)
dependabot[bot] (38)
vanshika230 (31)
amcandio (28)
mjschwenne (23)
Qudirah (17)
akshitasure12 (16)
Carreau (14)
mohamedrezk122 (14)

Top Labels

Issue Labels

type: Documentation (51) Question (41) type: Maintenance (37) type: Bug fix (37) type: Enhancements (29) Discussion (24) Good First Issue (15) Dispatching (10) close ? (9) Visualization (8) floating-point (7) type: API (7) Maintenance (6) Needs PR (5) Documentation (5) Defect (3) LCA (2) Sprint (2) Pydot (2) Enhancement (1) run:benchmark (1) New feature (1)

Pull Request Labels

type: Maintenance (525) type: Enhancements (318) type: Documentation (279) type: Bug fix (138) Dispatching (76) type: API (73) Visualization (32) close ? (26) run:benchmark (20) Needs review (15) Discussion (13) Maintenance (12) New feature (7) Documentation (4) Question (3) GSoC (2) outreachy-review (2) Defect (2) floating-point (1) type: Highlights (1) NXEP (1) LCA (1) Pydot (1) Needs PR (1)

Packages

Total packages: 4
Total downloads:
- pypi 113,069,755 last-month
Total docker downloads: 1,815,067,807

Total dependent packages: 3,471
(may contain duplicates)
Total dependent repositories: 58,081
(may contain duplicates)
Total versions: 134
Total maintainers: 6

pypi.org: networkx

Python package for creating and manipulating graphs and networks

Homepage: https://networkx.org/
Documentation: https://networkx.org/documentation/stable/
License: BSD License
Latest release: 3.4.2
published over 1 year ago

Versions: 93
Dependent Packages: 3,160
Dependent Repositories: 55,771
Downloads: 113,069,755 Last month
Docker Downloads: 1,815,067,807

Rankings

Dependent packages count: 0.0%

Dependent repos count: 0.0%

Downloads: 0.0%

Docker downloads count: 0.0%

Average: 0.1%

Stargazers count: 0.3%

Forks count: 0.3%

Maintainers (5)

dschult hagberg jarrodmillman MridulS rossbar

Last synced: 6 months ago

conda-forge.org: networkx

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

Homepage: https://networkx.org/
License: BSD-3-Clause
Latest release: 2.8.8
published over 3 years ago

Versions: 22
Dependent Packages: 288
Dependent Repositories: 1,155

Rankings

Dependent packages count: 0.2%

Dependent repos count: 0.6%

Average: 1.3%

Forks count: 2.0%

Stargazers count: 2.4%

Last synced: 6 months ago

anaconda.org: networkx

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

Homepage: https://networkx.org
License: BSD-3-Clause
Latest release: 3.4.2
published about 1 year ago

Versions: 18
Dependent Packages: 23
Dependent Repositories: 1,155

Rankings

Dependent packages count: 1.9%

Dependent repos count: 4.0%

Average: 4.6%

Forks count: 5.9%

Stargazers count: 6.8%

Last synced: 6 months ago

pypi.org: graphalgo

Python package for creating and manipulating graphs and networks

Homepage: https://networkx.org/
Documentation: https://networkx.org/documentation/stable/
License: other
Latest release: 3.5.1rc0.dev0
published 8 months ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 9.0%

Average: 29.8%

Dependent repos count: 50.7%

Maintainers (1)

larrytech

Last synced: 8 months ago

Dependencies

requirements/default.txt pypi

matplotlib >=3.4
numpy >=1.19
pandas >=1.3
scipy >=1.8

requirements/developer.txt pypi

mypy >=0.961
pre-commit >=2.19

requirements/doc.txt pypi

nb2plots >=0.6
numpydoc >=1.4
pillow >=9.1
pydata-sphinx-theme >=0.9
sphinx >=5
sphinx-gallery >=0.10
texext >=0.6.6

requirements/example.txt pypi

cairocffi >=1.3
contextily >=1.2
igraph >=0.9.8
momepy >=0.5
osmnx >=1.1
seaborn >=0.11

requirements/extra.txt pypi

lxml >=4.6
pydot >=1.4.2
pygraphviz >=1.9
sympy >=1.10

requirements/release.txt pypi

build >=0.8
twine >=4.0
wheel >=0.37

requirements/test.txt pypi

codecov >=2.1
pytest >=7.1
pytest-cov >=3.0

.github/workflows/circleci.yml actions

larsoner/circleci-artifacts-redirector-action master composite

.github/workflows/coverage.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/deploy-docs.yml actions

JamesIves/github-pages-deploy-action releases/v3 composite
actions/checkout v3 composite
actions/setup-python v4 composite
webfactory/ssh-agent v0.7.0 composite

.github/workflows/lint.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/mypy.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/pytest-randomly.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite