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conflict-data

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SuryaVamsi-P / Conflict-NLP-Topic-Modeling-Sentiment-Analysis-using-LLMs

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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
  • Updated Mar 12, 2026
  • Jupyter Notebook

Nonarkara / DrNon-Global-Satellite-Toolkit

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Open-source framework for building satellite-powered dashboards at any scale. 30 pluggable data modules (NASA, ESA, ACLED, GDELT, OpenSky, AQI, transit), 20+ satellite APIs from 80+ space agencies, Deck.gl rendering, fallback architecture. Clone → pick your geography → deploy. Used in production smart city systems. By Dr Non Arkaraprasertkul.

osint dashboard nasa nextjs satellite geospatial thailand air-quality sentinel open-data remote-sensing wmts modis earth-observation smart-city disaster-response deck-gl stac viirs conflict-data
  • Updated Mar 26, 2026
  • TypeScript

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