Computational Social Science Python Packages

scattertext

Beautiful visualizations of how language differs among document types.

16K 2K 285

textnets

Text analysis with networks.

5K 293 23

convokit

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

4K 634 137

tweetnlp

TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.

2K 386 37

arcshiftwrap

Python client for the Arctic Shift API.

1K 1 0

framescope

End-to-end pipeline for collecting, labeling, and analyzing metaphor framing and stance in Reddit and news discourse using LLMs.

684 1 0

augmentedsocialscientist

A package to easily train Bert-like models for text classification

524 19 2

hypothesaes

Hypothesizing interpretable relationships in text datasets using sparse autoencoders.

436 84 24

shifterator

Interpretable data visualizations for understanding how texts differ at the word level

380 288 32

mlm-bias

Measuring Biases in Masked Language Models for PyTorch Transformers. Support for multiple social biases and evaluation measures.

269 4 2

dlvt

Python package implementing Dynamic Leadership Vitality Theory — a dynamical systems model of executive sustainability. Simulates vitality–capital dynamics, finds equilibria, classifies leadership regimes.

245 0 0

dcss

Utilities for the book Doing Computational Social Science

213 24 10

propaganda-pipeline

LLM-based pipeline for detecting 23 propaganda and persuasion techniques in text. Built on DSPy + OpenAI, with consistency voting, an LLM judge, and span-level visualizations.

192 1 0