{"id":50105572,"url":"https://github.com/incubrain/awesome-maharashtra-data","last_synced_at":"2026-05-23T10:11:12.873Z","repository":{"id":343668231,"uuid":"1178642407","full_name":"incubrain/awesome-maharashtra-data","owner":"incubrain","description":"A collection of datasets specific to Maharashtra, India. 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infrastructure for Marathi and Maharashtra — voice agents, agri advisory, smart-city apps, legal RAG, climate tools, and beyond.\n\n[![License: CC BY 4.0](https://img.shields.io/badge/License-CC_BY_4.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)\n[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](CONTRIBUTING.md)\n[![Datasets](https://img.shields.io/badge/datasets-273-blue.svg)](https://data.incubrain.org)\n\n## Browse the Catalog\n\n**[data.incubrain.org](https://data.incubrain.org)**\n\nThe full searchable catalog with filters by category, license, modality, and AI use case.\n\n## Categories\n\n- Language and NLP Corpora\n- Speech and Audio\n- Vision, OCR and Multimodal\n- Geospatial and GIS\n- Agriculture and Rural\n- Health and Nutrition\n- Education and Skills\n- Economy, Labour and Finance\n- Environment, Climate and Disaster\n- Transport and Urban\n- Governance, Census and Legal\n- Culture, Media and Heritage\n- Real-Time Streams and APIs\n- Agentic, Instruction and RAG\n- Benchmarks, Tools and Dialects\n\n## Roadmap\n\n**Phase 1 — Expand Coverage (Mar–May 2026)**\nGrow the catalog and extract Marathi-specific subsets from larger multilingual and national datasets.\n\n**Phase 2 — Enhance \u0026 Clean (Jun–Aug 2026)**\nImprove existing datasets for better AI consumption — standardise schemas, fix encoding issues, add quality scores, and publish cleaned derivatives.\n\n**Phase 3 — Outreach \u0026 Empowerment (Sep 2026+)**\nFind and mentor entrepreneurs in Maharashtra to build AI-first applications powered by these datasets. This may be done in collaboration with the Maharashtra State Government — at this stage the project is a proof of concept accompanying a proposal.\n\n## Contributing\n\nContributions are welcome! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines on adding datasets.\n\n## Development\n\n```bash\npnpm install\npnpm dev\n```\n\n## License\n\nThis catalog is licensed under [CC-BY-4.0](LICENSE). Individual datasets retain their own licenses as noted in each entry.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fincubrain%2Fawesome-maharashtra-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fincubrain%2Fawesome-maharashtra-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fincubrain%2Fawesome-maharashtra-data/lists"}