Code for Crawling and Analyzing Twitch Chat with an LLM and Automatic Clustering with Affinity Propagation

Hämäläinen, M., Rueter, J., & Alnajjar, K. (2024) Analyzing Pokémon and Mario Streamers' Twitch Chat with LLM-based User Embeddings. In The Proceedings of the 4th International Conference on Natural Language Processing for Digital Humanities

This is a fixed version of the script. You need to install Chrome driver and customize "user-data-dir=/Users/mikahama/Library/Application Support/Google/Chrome/" to point to your Chrome profile. Run the script and follow the instructions.

If you are here for the embeddings and clustering... Check out UralicNLP for embedding text using many different LLMs and semantic clustering.