Data sources
Every figure on this site comes from a dataset published on data.gov.sg under the Singapore Open Data Licence version 1.0, which permits commercial use and derived products provided the source is acknowledged. Nothing here is scraped, inferred or modelled unless it says so; derived values are labelled.
| Dataset | Published by | Source last updated | Format |
|---|---|---|---|
| Parks | National Parks Board | 2026-10-29 | GEOJSON |
| Park Facilities | National Parks Board | 2026-10-29 | GEOJSON |
| Hawker Centres (GEOJSON) | National Environment Agency | 2026-10-29 | GEOJSON |
| Dengue Clusters (GEOJSON) | National Environment Agency | 2026-10-29 | GEOJSON |
| General information of schools | Ministry of Education | 2026-04-17 | CSV |
Dates are the agency's own publication dates, read from the data.gov.sg metadata API on 2026-10-29. This copy was retrieved on 2026-10-29. Where a dataset has not been refreshed for a long time, that is the agency's cadence, not ours.
Contains information from Parks (dataset last updated 2026-10-29) accessed on 2026-10-29 from National Parks Board; information from Park Facilities (dataset last updated 2026-10-29) accessed on 2026-10-29 from National Parks Board; information from Hawker Centres (GEOJSON) (dataset last updated 2026-10-29) accessed on 2026-10-29 from National Environment Agency; information from Dengue Clusters (GEOJSON) (dataset last updated 2026-10-29) accessed on 2026-10-29 from National Environment Agency; information from General information of schools (dataset last updated 2026-04-17) accessed on 2026-10-29 from Ministry of Education which is made available under the terms of the Singapore Open Data Licence version 1.0. Data sources and dates.
Extraction schedule
Ingest jobs run by cadence through pnpm ingest:due, which the machine's scheduler calls. A job that has not succeeded within its window shows its last attempt instead.
| Job | Cadence | Last run | Status |
|---|---|---|---|
| Berth — HDB carpark informationberth.ingest | fortnightly | today | succeeded |
| Berth — live carpark availabilityberth.poll | continuous | today | succeeded |
| Kith — care services directorykith.ingest | fortnightly | today | succeeded |
| Platform — activate/expire ads whose start or end has passedplatform.ads-activate | hourly | today | succeeded |
| Platform — prune request, rate and job logsplatform.prune | daily | today | succeeded |
| Platform — roll up metrics for analyticsplatform.rollup | daily | today | succeeded |
| Platform — check job freshness and error rateplatform.watchdog | hourly | today | succeeded |
| Porch — centre services and feesporch.ingest | fortnightly | today | succeeded |
| Squall — rainfall readingssquall.poll | continuous | today | succeeded |
| Squall — PSI, PM2.5, temperature and UVsquall.weather | continuous | today | succeeded |
| Storey — HDB resale transactionsstorey.ingest | fortnightly | today | succeeded |
| Storey — HDB median rents by town and flat typestorey.rentals | fortnightly | today | succeeded |
| Storey — bus stops, MRT exits, cycling pathsstorey.transit | fortnightly | today | succeeded |
| Vantage — LTA bicycle racks with capacityvantage.bikeracks | fortnightly | today | succeeded |
| Vantage — LTA traffic camerasvantage.cameras | continuous | today | succeeded |
| Vantage — social agencies, kindergartens and historic sitesvantage.community | fortnightly | today | succeeded |
| Vantage — population by planning area and facility countsvantage.context | fortnightly | today | succeeded |
| Vantage — dengue snapshotsvantage.dengue | fortnightly | today | succeeded |
| Vantage — SPF enforcement camerasvantage.enforcement | fortnightly | today | succeeded |
| Vantage — two-hour weather forecast (NEA)vantage.forecast | continuous | today | succeeded |
| Vantage — hawker centres and stall countsvantage.hawkers | fortnightly | today | succeeded |
| Vantage — parks, hawkers, dengue clustersvantage.ingest | fortnightly | today | succeeded |
| Vantage — LTA lamp posts (126k)vantage.lampposts | fortnightly | today | succeeded |
| Vantage — MRT station exitsvantage.mrtexits | fortnightly | today | succeeded |
| Vantage — OSM playgroundsvantage.osm | fortnightly | today | succeeded |
| Vantage — NParks park connectors and tracksvantage.parkconnectors | fortnightly | today | succeeded |
| Vantage — PUB water levels and camerasvantage.pub | fortnightly | today | succeeded |
| Vantage — LTA road-camera locationsvantage.roadcameras | fortnightly | today | succeeded |
| Vantage — MOE schoolsvantage.schools | fortnightly | today | succeeded |
| Vantage — licensed supermarkets, geocodedvantage.supermarkets | fortnightly | today | succeeded |
Sources under other licences
The playground layer marked Playgrounds (OSM) is not from data.gov.sg and is not covered by the Singapore Open Data Licence. It comes from OpenStreetMap, which is licensed under the Open Database Licence. Attribution is required, and any derived database you publish from it inherits the same share-alike terms.
Playground locations © OpenStreetMap contributors, available under the Open Database Licence (ODbL) 1.0.
Retrieved from the Overpass API on 2026-10-29. OpenStreetMap is © OpenStreetMap contributors; the underlying map data is crowd-sourced and may be incomplete or stale in places, particularly for recently built estates.