Dataset collections

Singapore Land Authority national map sharing data in this collection provides major polyline features for basemap production across Singapore. Member datasets National Map Line are published in GEOJSON and KML, covering expressways, major roads, international boundaries, and contour lines as described officially. GIS vendors and government agencies can harmonise line geometry for cross-agency map products. The annual catalogue release focuses on feature linework rather than attribution of traffic conditions.

Majlis Ugama Islam Singapura (MUIS) open data on Zakat Nisab rates—the wealth thresholds that oblige Muslims in Singapore to pay zakat. The annual CSV series from 2008 through 2022 supports religious finance education and community organisations calculating zakat obligations. Researchers studying Islamic social finance can track how nisab benchmarks move with gold/silver or prescribed measures over time. The collection is narrowly focused but authoritative for Singapore’s statutory Muslim affairs context. It complements MUIS guidance published on the national data portal.

NEA’s solid waste management open data includes annual statistics on total waste incinerated in Singapore. The Solid Waste Management - Total Waste Incinerated CSV lets analysts track how much material Singapore’s incineration plants processed each year within the published range. Environmental researchers comparing waste-to-energy trends can chart million-tonne volumes over time. This collection focuses on incineration throughput as one pillar of Singapore waste statistics.

Housing & Development Board (HDB) publishes annual statistics on active cases under Singapore’s Home Office Scheme, which lets flat owners run a small registered business from home when they meet eligibility rules. The single CSV dataset reports figures as at 31 March each financial year from 2008–09 through 2021–22. Policy researchers and urban planners use the series to gauge uptake of home-based enterprise in public housing. The collection complements HDB’s broader housing and commercial-use policy context.

Health Promotion Board (HPB) maps exercise facilities around Singapore through the Gyms@SG open-data collection. Datasets are offered as Gyms@SG GEOJSON and KML for apps that help residents find affordable gym and fitness options. Community health programmes and urban researchers can study the spatial distribution of HPB-linked workout venues. The ad-hoc release supports Singapore’s active-living outreach with machine-readable locations.

Institute of Technical Education annual CSV catalogue of full-time and traineeship courses offered across Singapore ITE colleges from 2014 through 2023. The ITE Course Catalog documents ISC, Nitec, and Higher Nitec programmes with official notes on course renames and new launches. Prospective students, education planners, and skills policymakers can explore Singapore technical education pathways and course history.

Ministry of Health open data reports health-adjusted life expectancy (HALE) at birth for Singapore residents in years. Estimates draw on the Global Burden of Disease 2019 Study, spanning 1990 through 2019 in the catalog. Population health researchers compare HALE with raw life expectancy to gauge years lived in good health. The single CSV supports longitudinal charts on Singapore’s burden-of-disease-adjusted longevity. Policy analysts use HALE alongside other MOH mortality and morbidity indicators.

Ministry of Law regulatory statistics in this Singapore open data collection snapshot the number of pawnbroking licensees each year. The annual CSV Number of pawnbroking licenses supports analysis of licensed pawn shop industry size within the catalogue coverage years. Consumer finance researchers and compliance teams can track licensee counts as published administrative returns. Figures are licensee stocks, not loan volumes or shop addresses.

Info-communications Media Development Authority (IMDA) survey results on computer use among Singapore residents, from the long-running Annual Survey on Infocomm Usage in Households. The member dataset “Individual Computer Usage by Age” breaks adoption down by age group in CSV form. Face-to-face interviews of roughly 3,500 households and residents underpin the estimates, with sampling designed by the Department of Statistics. Coverage spans 2007–2018, offering a pre-smartphone-era view of digital inclusion. Researchers studying infocomm diffusion in Singapore rely on this established household survey series.

Ministry of Law publishes a chronological CSV of bankruptcy discharges identified by bankruptcy number in Singapore. The Bankruptcy Discharges by Bankruptcy Number dataset supports legal researchers and insolvency professionals studying long-run discharge patterns. Each row ties a discharge event to its official bankruptcy reference. Users should treat the series as historical open government data within the catalogued coverage dates.

LTA real-time transport open data in this collection exposes taxi availability coordinates for vehicles currently hireable in Singapore. The API dataset Taxi Availability returns locations for available cabs only, excluding hired or busy statuses per LTA’s interface description. Mobility app developers and researchers studying fleet supply can integrate live points with appropriate API usage terms. Data are instantaneous availability snapshots, not historical trip records or fare information.

Inland Revenue Authority of Singapore CSV reference table of property tax rates applied from 2003 through 2023 for Singapore residential and non-residential properties. The Tax Rates for Property Tax dataset supports fiscal policy research, homeowner tax modelling, and historical comparison of IRAS rate schedules. Accountants and property investors can retrieve official rate timelines in open data form.

NEA publishes monthly absolute extreme maximum surface air temperature recorded at Singapore’s Changi Climate Station, a long-running reference site for national climate monitoring. The CSV time series runs from January 1982 through July 2023 and highlights record-breaking warmth within each calendar month. Climatologists and educators use the data to discuss heat extremes separate from mean temperatures. Monthly frequency makes the collection useful for seasonal comparison and climate-change communication grounded in official station observations.

Ministry of Education annual statistics report pre-university enrolment in Singapore by age at the start of each year. Coverage includes Integrated Programme years five and six plus government, government-aided, independent, and specialised independent schools. The CSV time series runs from 1984 through 2021 for demographic and education pipeline analysis. Planners studying post-secondary pathways can relate age profiles to cohort sizes entering junior colleges and equivalent routes. Official footnotes clarify school types and age reference dates.

IMDA infocomm industry survey statistics in this collection report export revenue by market segment for Singapore establishments. The annual CSV Export Revenue of Infocomm Industry by Market Segment follows Statistics Act collection with confidentiality guarantees and documented 2008–2012 restatements noted officially. Industry economists can analyse outward-facing ICT sales while accounting for rounding and reseller/OEM inclusion changes. Revenue figures are survey-based aggregates, not firm-level financial statements.

Ministry of Education (MOE) open data on enrolment in MOE Kindergartens across Singapore. The Enrolment - MOE Kindergartens CSV reports annual headcounts as MOE expands government-supported preschool places in heartland estates. Parents, education researchers, and planners tracking early childhood participation can compare year-on-year uptake of MOE-run kindergartens versus broader preschool statistics elsewhere on data.gov.sg. The series aligns with national efforts to improve affordable quality preschool access.

Land Transport Authority annual CSV motor vehicle population statistics for Singapore registered under the Vehicle Quota System by COE category from 2005 through 2017. The dataset supports transport policy analysis, fleet composition by quota class, and study of Certificate of Entitlement categories over time. Urban mobility researchers can benchmark car, motorcycle, and commercial vehicle stocks in Singapore.

This NEA collection archives historical rainfall across Singapore as annual CSV datasets from 2016 through 2024, with timestamps in Singapore Time (ISO 8601). Hydrologists, urban drainage modellers, and event planners can analyse wet-day patterns and intense rainfall episodes at station level. As with other NEA historical weather releases, users should treat missing values and quality limitations seriously before citing figures in regulated reports. Certified climate products remain available through NEA’s formal climate data channel.

Board of Architects provides annual CSV open data listing APEC architects registered under Singapore’s BOA roll and the APEC Architect framework. The register helps firms verify Asia-Pacific economic cooperation credentials for cross-border practice questions. Architecture regulators and researchers studying professional mobility in Singapore can cross-check names against BOA and APEC Architect Council guidance online. The dataset is a transparency layer on top of statutory registration. Coverage extends through the catalogued annual refresh window.

URA Master Plan 2019 SDCP building height data in this collection maps indicative polygons for Building Height Control Relaxation areas in Singapore. Member datasets Master Plan 2019 SDCP Building Height Control Relaxation layer are published in GEOJSON and KML for development control GIS workflows. Architects and planners can identify where height relaxations apply within the SDCP height plan framework. Polygons are indicative plan layers; users should consult URA for authoritative development control advice.

Land Transport Authority geospatial layers depicting retaining walls along Singapore’s transport corridor network. GEOJSON and KML datasets help engineers and planners identify structures that stabilise adjacent soil against erosion or landslide risk. Ad-hoc updates reflect asset surveys tied to road and rail infrastructure management. GIS teams can overlay walls with slope hazard studies and maintenance programmes. The collection supports infrastructure safety mapping on Singapore’s open geospatial catalogue.

Land Transport Authority (LTA) open data reports annual new registration of motorcycles and scooters by make in Singapore. The Annual New Registration of Motorcycles by Make CSV helps analysts see which brands entered the fleet during each reporting year. Transport researchers and industry observers can compare market composition trends for two-wheelers on Singapore roads. The series complements other LTA vehicle registration statistics on data.gov.sg.

Singapore Police Force publishes geospatial open data delineating Neighbourhood Police Centre (NPC) boundaries across Singapore. Member datasets include SPF Boundaries in KML and the named NPC boundary layer in GEOJSON. Community engagement teams and GIS developers can map policing districts for service-locator apps. Researchers studying public safety geography can overlay NPC polygons with demographic layers. The ad-hoc release reflects administrative boundary updates rather than live incident data.

Ministry of Law statistics on moneylender licences suspended in Singapore each year. The annual CSV dataset from 2013 through 2021 supports consumer-protection research and regulatory transparency around licensed lending. Analysts can relate suspension counts to enforcement trends without individual licensee identities. The collection complements broader legal-sector open data on credit regulation. It offers a simple annual indicator of disciplinary action in Singapore’s moneylending regime.