Sources & coverage
Every figure in SG Data Atlas 365 comes from an official Singapore government API. Nothing is cached beyond short refresh windows, and nothing is generated by the model.
Live endpoint status
Probing endpoints…
Category coverage
Transport
LTA DataMall — buses, trains, traffic, taxis, carparks
Environment
NEA realtime — PSI, rain, temperature, UV, forecasts
Housing
HDB resale transactions, monthly medians, forecasts
Real-time APIs
Every live-polling endpoint in one sweep
Economy
SingStat & MTI series via the data.gov.sg catalogue
Social
Population & demographics via the data.gov.sg catalogue
Health
MOH & HPB datasets via the data.gov.sg catalogue
Education
MOE directory & enrolment via the data.gov.sg catalogue
Geospatial
Boundaries & amenity layers via the catalogue
Arts & Culture
NAC & NHB datasets via the data.gov.sg catalogue
How answers are grounded
- • The assistant may only answer from tool results that call these APIs live.
- • Every claim carries its source, dataset name, and as-of time.
- • Forecasts are least-squares statistical estimates over historical data, labelled as estimates — never official projections.
- • When a source is down, the assistant says so rather than guessing a value.