Extracts insights from 26K+ protest events using BERTopic, Top2Vec, and LLMs for real-world applications like crisis monitoring, policy research, and social unrest analysis.
visualization nlp data-science data machine-learning transformers python3 nltk topic-modeling lda pyldavis top2vec bertopic llms all-mpnet-base-v2 llama2 mistral-7b protest-analysis conflict-data
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Updated
May 24, 2025 - Jupyter Notebook