Domain / Census Demographics

Informatics dashboard for demographic change across major Indian cities

Analyze Pan-India city demographics by state, district, city, and year to understand population, age structure, literacy, and sex-ratio trends.

Open Modelling Panel

Decision Outputs

Top 100 major city demographic trend dashboard

Year-by-year interpolated and projection-ready population series

State, district, city, and year filters

ESRI basemap with city-scale demographic markers

Select state, district, city, and year range filters.

Review map markers, KPI cards, time-series charts, and ranked city tables.

Replace the built-in baseline with official Census tables when production datasets are available.

Recommended AI and geospatial tools for turning this model into a production-grade Nita AI module.

Geospatial AI model training, segmentation, object detection, inference, and imagery workflows.

Optional runtime integration through geoai-py; the site reports availability when installed. Open docs

Cloud-scale public geospatial datasets, satellite imagery, population rasters, and time-series analysis.

Optional live mode after Earth Engine authentication. Open docs

Interactive AOI drawing, map inspection, layer controls, and user-facing spatial workflows.

Enabled in the browser UI. Open docs

Time-series, indicator, and demographic charts for decision dashboards.

Enabled in the browser UI. Open docs