What exists?
Datasets, services, APIs and portals.
The first live regional edition of Nebula Civic Index.
GeoIndia is an open intelligence layer for India's fragmented public geospatial data. Discover datasets, services and portals; assess access, freshness and provenance; compare authoritative and alternative sources; identify coverage gaps; and move into analysis with NebulaCloud Studio.
Open catalogue · Source terms govern · Underlying datasets are not re-hosted
Explore
Filter once and every view below updates together. Or ask the catalogue in plain language for a metadata synthesis.
Intelligence layer
Datasets, services, APIs and portals.
Access, licence signals, formats and downloadability.
Source provenance, verification and link health.
Publication, update and freshness evidence where available.
Government, community, global-open and Earth-observation sources.
Coverage and usability gaps based on catalogued evidence.
Shaded by single-state records in view — click a state to filter. State filtering includes state-specific, national and applicable global sources.
Boundaries: Natural Earth (public domain). Counts reflect datasets whose coverage is attributable to a single state/UT.
Colour scale & caveats
National, multi-state and global records are not attributed to a single state, so they are not shaded here. They still count in KPIs and assessment. Select a state to see what is catalogued for it, and use the gap analysis below to inspect evidence gaps.
Catalogue
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Comparative usability score based on catalogued evidence, not an official rating. Click to drill in.
Each portal is scored 0–100 from its catalogued records: open & free access (20), download capability (25), GIS-ready formats (15), API & OGC services (15), data recency (15) and link reliability (10). See methodology.
Public-data observatory
Pick a theme and a state to ask: does an authoritative source exist, is it openly accessible, is it downloadable or API-ready, are alternatives catalogued, and what is the next option?
Authoritative vs alternatives
Compare what government publishes with community, global-open and Earth-observation alternatives, then understand whether Studio-assisted generation may be appropriate.
From discovery to delivery
Take relevant datasets into Studio-assisted GIS, data and AI workflows for transformation, geospatial analysis, comparison, mapping, reporting and execution.
Explore NebulaCloud Studio ↗Source relevant data, assess availability, verify access, normalize CRS/schema/formats, package analysis-ready datasets and identify project or tender data risks.
Learn about managed intelligence ↗Where suitable public data is unavailable, Studio workflows can support derivation of selected assets such as building footprints, land-use / land-cover, change detection and terrain products, subject to source availability and project requirements.
Generate with Studio ↗Use the same pattern for internal and public datasets, metadata cataloguing, provenance, quality signals and organisation-specific data intelligence in private deployments.
Explore enterprise possibilities ↗Partner with Civic Index
GeoIndia is live as an open discovery and intelligence layer. We welcome collaboration with think tanks, policy organisations, market-research and advisory firms, geospatial analytics and Earth-observation companies, universities, researchers, NGOs, development organisations, civic-tech and open-data communities, industry bodies and public-sector institutions.
Nebula Civic Index
Nebula Civic Index is an open public-data intelligence initiative by Nebula Cloud Public Good Labs. It helps make fragmented public datasets easier to discover, verify, compare and act on across jurisdictions. GeoIndia is the first live regional edition.
Public data is abundant but fragmented across agencies, portals and jurisdictions. Civic Index is designed to provide a reusable intelligence layer for discovering what exists, understanding whether it is usable, comparing sources and identifying what is missing. Build locally. Standardize globally.
India's public geospatial data ecosystem.
Expected to begin with EU-level infrastructure and selected national ecosystems.
Expected to begin with federal sources before expanding into state and local public-data ecosystems.
We welcome collaboration with researchers, universities, open-data communities, geospatial organisations, civic-tech groups and public institutions interested in helping develop the Europe and United States editions.
Collaboration areas include source discovery, catalogue validation, jurisdiction expertise, metadata harmonisation, geospatial standards, research, open-data policy, benchmark use cases and technology integration.
How it works
The catalogue is assembled from primary sources — government portals, open-data platforms, community data and international repositories — using a Studio-assisted discovery, classification and verification workflow, with human review for uncertain records. Autonomous scheduled maintenance is part of the platform roadmap.
What's next
Send a selected dataset or filtered catalogue view into a live Studio workspace.
Scheduled checks for portal, endpoint and dataset-change signals.
Programmatic catalogue access and authenticated workflows for partner deployments.
Climate, urban, agriculture and heritage data intelligence initiatives.
Methodology
The initiative
Applying AI, cloud computing and open technologies to public-interest data, research and digital infrastructure.
Public-data intelligence across jurisdictions.