PyRank

Network Analysis Python Packages

Python packages with the GitHub topic network-analysis. Sorted by relevance, with stars and monthly downloads.
secdev
scapy

Scapy: the Python-based interactive packet manipulation program & library.

7.2M 12K 2K
igraph
igraph

Python interface for igraph

2.9M 1K 268
igraph
python-igraph

Python interface for igraph

493K 1K 268
benchmark-urbanism
cityseer

Computational tools for urban analysis

95K 121 11
networkit
networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

84K 866 249
pysal
spaghetti

SPAtial GrapHs: nETworks, Topology, & Inference

82K 284 74
mapequation
infomap

Multi-level network clustering based on the Map Equation

33K 489 92
easy-graph
python-easygraph

EasyGraph is an open-source network analysis library designed to cover advanced network processing methods. It includes functionalities for detecting structural hole spanners, network embedding, and various classic network analysis techniques.

25K 479 53
GiulioRossetti
dynetx

Dynamic Network Analysis library

21K 114 36
graphistry
graphistry

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

16K 3K 231
nfstream
nfstream

NFStream: a Flexible Network Data Analysis Framework.

14K 1K 143
GiulioRossetti
cdlib

Community Discovery Library

12K 426 77
GiulioRossetti
demon

DEMON: a local-first discovery method for overlapping communities.

12K 36 18
Nadi-System
nadi-py

Domain Specific Programming language for Network Analysis and Data Integration (NADI) System. The repo contains command line tool, IDE, python library, etc.

10K 8 1
AlrasheedA
st-link-analysis

A custom Streamlit component for link analysis, built with Cytoscape.js and Streamlit.

9K 132 22
flowtriq
ftagent

Flowtriq DDoS Detection Agent. Real-time traffic monitoring, incident detection, PCAP capture, and auto-mitigation

9K 5 1
paulbrodersen
netgraph

Publication-quality network visualisations in python

9K 745 43
fkie-cad
fritap

Simplifying encrypted traffic analysis for researchers by making protocol decryption effortless.

8K 524 48
aplbrain
grandiso

Performant, pure-Python subgraph isomorphism and monomorphism search (aka "motif search")

8K 66 10
mfarragher
obsidiantools

Obsidian tools - a Python package for analysing an Obsidian.md vault

8K 564 46
biolab
orange3-network

🍊 🕸 Network analysis add-on for Orange data mining suite.

8K 42 33
jboynyc
textnets

Text analysis with networks.

6K 294 23
gustavo-gkmi
anxwritter

Generate i2 Analyst's Notebook (.anx) charts from Python, JSON, or YAML

6K 0 1
ndejong
ouilookup

A CLI tool and Python3 module for looking up hardware MAC addresses from the published OUI source at ieee.org.

5K 21 8