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district-level-analysis

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ujjwalks96 / geodemographic-india-llm

LLM-augmented geodemographic classification of Indian districts using NFHS-5 dataset

python jupyter-notebook satellite-imagery india nfhs bias-audit geodemographics structured-prompting multimodal-ai nfhs-5 district-level-analysis

Updated Feb 25, 2026
Jupyter Notebook

ujjwalks96 / geovision-india-vlm

Visual Archetype Analysis of Geodemographic Clusters using Vision Language Models

python jupyter remote-sensing satellite-imagery google-earth-engine vlm sentinel-2 bias-audit vision-language-model geodemographics anthropic-claude structured-prompting multimodal-ai claude-vision-api nfhs-5 district-level-analysis

Updated Feb 26, 2026
Jupyter Notebook

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