Network Analysis Python Packages

scapy

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

igraph

Python interface for igraph

python-igraph

Python interface for igraph

cityseer

Computational tools for urban analysis

networkit

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

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.

spaghetti

SPAtial GrapHs: nETworks, Topology, & Inference

nadi-py

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

dynetx

Dynamic Network Analysis library

infomap

Multi-level network clustering based on the Map Equation

graphistry

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

cdlib

Community Discovery Library

demon

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

nfstream

NFStream: a Flexible Network Data Analysis Framework.

st-link-analysis

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

grandiso

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

netgraph

Publication-quality network visualisations in python

pywgcna

PyWGCNA is a Python package designed to do Weighted Gene Correlation Network analysis (WGCNA)

fritap

Simplifying SSL/TLS traffic analysis for researchers by making SSL decryption effortless.

orange3-network

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

ftagent

Flowtriq DDoS Detection Agent — real-time L3/L4/L7 traffic monitoring, incident detection, PCAP capture, and auto-mitigation

anxwritter

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

ouilookup

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

textnets

Text analysis with networks.