Social Network Analysis Python Packages

twscrape

Python library and CLI for X/Twitter scraping with multi-account rotation and built-in rate-limit handling.

metaknowledge

A Python library for doing bibliometric and network analysis in science and health policy research

sylva

Simplify the link between social and real identities

pygraphina

A graph data science library for Rust 🦀 with Python bindings 🐍

optracker

Opensource scraper for analyse of social networks. Create nodes with egdes for you to visualize on editors like gephi.

basic-influence-roles

Detect and measure the Basic Influence Role each node plays in a Directed Network.

tweego

Generate egocentric networks for Twitter users 🐦

graphscraper

Python 3 graph implementation designed to be turned into a web scraper for graph data.

sospcat

Social-spatial Community Assignment Test

twitch-listener

Easy python bot for scraping Twitch chat data

localclustering

Python 3 implementation and documentation of the Hermina-Janos local graph clustering algorithm.

psi-score

Metric of user influence in Online Social Networks

netmax

NetMax is a python library that provides the implementation of several algorithms for the problem of Influence Maximization in Social Networks. It also addresses the problem of Competitive Influence Maximization as an extensive-form strategic game setting.

complex-network-link-prediction

A python library for link prediction in social networks

twscrape-cy

Python library and CLI for X/Twitter scraping with multi-account rotation and built-in rate-limit handling.

socialysis

Tool for analyzing and extracting insights from Facebook Messenger conversations

watbot

Woat is a WhatsApp bot that automatically responds to messages with intelligent, context-aware replies powered by the Gemini API. It leverages tone recognition and conversation history to generate responses that mimic your communication style, ensuring replies feel personal and natural.

relationalstats

A practical Python toolkit for applied and statistical social network analysis, with research-grade documentation and transparent methodological boundaries.

disc-tool

💿 A tool to build Discord implicit social graphs

platform-analysis

Python library for Social Network Analysis of Git, Hg, SVN, GitHub, BitBucket repositories, Twitter Communities, ...

gitnet

A Python 3 package with tools for collecting, cleaning, and exporting datasets from local Git repositories, as well as creating network datasets and visualizations.