Popular GitHub Repositories for Computational Social Science

BookNLP, a natural language processing pipeline for books

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat." https://journals.sagepub.com/doi/full/10.1177/00491241221122603

Automated coding using machine-learning and remapping the U.S. nonprofit sector: A guide and benchmark

An unsupervised method for target-specific stance detection using embeddings-based clustering and projection techniques. Achieves 90% precision without requiring platform-specific features.

Dataset and code for directed sentiment analysis in news text.

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

Tutorial on Transformers ?, HuggingFace ? and Social Science Applications ? @ IC2S2

A Python implementation of Word Mover's Distance that decomposes document level WMD into word level WMD for interpretable sociocultural NLP.

Named entity recognition using structured learning

An analysis of the cultural perception of science, using NLP techniques and big data.