Dataset collections

Health Promotion Board tracks age-standardised stroke incidence in Singapore with a gender breakdown in a single CSV series. The dataset expresses rates per 100,000 residents standardised to the Segi World Population, supporting public health comparisons over time. Epidemiologists and journalists covering non-communicable disease burdens can download official figures without reproducing charts manually. HPB notes that numbers refresh annually as retrospective case collection continues.

Inland Revenue Authority of Singapore (IRAS) publishes annual open data on total tax collections with a breakdown by tax type from financial year 2002 through FY2022. The CSV covers corporate and individual income tax, withholding tax, GST, property tax, stamp duty, betting taxes, and estate duty. Fiscal analysts and researchers use the series to study revenue composition and policy shifts over two decades. Figures align with IRAS’ financial-year reporting window ending 31 March for the stated coverage period.

Land Transport Authority annual open data describes the age distribution of goods vehicles registered in Singapore, excluding road-tax-exempt units. The CSV series from 2005 through 2017 supports fleet renewal and emissions policy analysis. Logistics firms and researchers modelling commercial vehicle turnover can compare age bands over time. The statistic complements LTA’s broader motor vehicle population releases. It offers a structured view of how long goods vehicles remain on Singapore roads.

URA Master Plan 2019 SDCP monument site polygons within the Conservation Area and Monuments Plan for Singapore, available as GeoJSON and KML open geospatial data. The layers provide indicative monument sites under special detailed control planning guidelines. Heritage professionals can combine the SDCP monument site layer with other URA 2019 planning products for compliance mapping.

PUB national water agency statistics in this Singapore open data collection report annual volume of NEWater sold in cubic metres. The CSV Volume of NEWater sold, Annual supports analysis of recycled water uptake for industrial and potable supply blends from 2007 through the catalogue end year. Water resource planners and sustainability teams can track NEWater commercial offtake as published by PUB. Volumes represent billed or reported sales aggregates rather than real-time plant output gauges.

NEA publishes daily geospatial dengue case information for Singapore’s South East region. The Dengue (Cases) - South East datasets in GEOJSON and KML reflect notified cases and breeding habitats detected in the rolling 14-day window described officially. Public health teams and residents can map provisional cluster patterns while epidemiological investigations continue. NEA cautions that figures may change as investigations conclude.

Urban Redevelopment Authority GeoJSON layer of indicative MRT, LRT, and railway lines extracted from Singapore’s Master Plan 2019 approved on 18 November 2019. The Master Plan 2019 Rail Line layer supports transport planning maps, connectivity analysis, and GIS overlays with land-use plans; users should consult https://www.ura.gov.sg/ for the latest master plan. Analysts modelling Singapore rail networks can start from this open rail line geometry.

Science Centre Board published a 2019 listing of science enrichment programmes offered to schools and the public in Singapore. The annual CSV dataset captures programme titles and details for that calendar year, supporting parents and educators comparing hands-on science opportunities. The collection reflects Science Centre’s role in complementing MOE science education with informal learning experiences. Researchers studying STEM outreach can use the 2019 snapshot as a baseline inventory of Centre-led enrichment offerings.

National Environment Agency published a CSV register of ionising and non-ionising radiation licences in Singapore with application descriptions. The historical listing covers issuances through the catalogued end date in 2014 for regulatory transparency. Safety officers and researchers auditing licensed radiation uses can reference licence types and stated purposes. The dataset supports environmental health oversight rather than real-time operational monitoring. Users should confirm current licensing status with NEA for active facilities.

Early Childhood Development Agency (ECDA) maps ECDA-registered kindergartens across Singapore in this geospatial collection. Kindergartens datasets are available in KML and GEOJSON for parents choosing preschools and for planners studying early-years access. Open coordinates support commute-time apps and neighbourhood facility audits. The ad-hoc release aligns with Singapore’s regulated kindergarten registry rather than informal childcare listings.

Urban Redevelopment Authority geospatial annotation layer of gross plot ratio text from Singapore’s Master Plan 2003, distributed as GeoJSON and KML formats. The Master Plan 2003 Gross Plot Ratio Text supports planning map labelling, zoning documentation, and historical comparison with later master-plan GPR layers. GIS specialists can display GPR annotations for Singapore development intensity studies.

URA property open data tracks quarterly counts of new sale, sub-sale, and resale transactions for private residential units in Singapore’s Core Central Region (CCR). The CSV spans postal districts 9, 10, 11, Downtown Core, and Sentosa. New-sale figures are final from licensed developer returns, while sub-sale and resale counts from 1Q2015 draw on Inland Revenue Authority stamp-duty records rather than voluntary caveats. Analysts comparing long series should note the methodology shift and URA’s CCR boundary map.

Ministry of Manpower annual open data breaks down the number of employees’ trade unions in Singapore by industry from 2012 through 2022. Labour relations researchers and policymakers can observe how union organisation spans economic sectors over time. The CSV format enables charts linking industrial structure with collective representation. Figures count unions rather than membership size, so analysts often pair this series with other MOM labour statistics. The collection supports studies on Singapore’s tripartite industrial relations landscape.

URA quarterly statistics on private residential units sold in completed projects that remain licensed. The CSV dataset tracks sales momentum in the post-TOP market from 1999 through mid-2023. Property analysts and economists study how completed-stock absorption relates to cooling measures and supply cycles. Quarterly frequency captures short-run market shifts better than annual housing summaries alone. This collection is a standard URA open-data source for completed private residential sales.

Ministry of Law open data measures how outstanding licensed moneylending loans relate to Singapore’s broader consumer credit market. The CSV series Total outstanding moneylender loans as a proportion of the consumer credit market covers personal lending categories named in the official definition, excluding mortgages. Financial inclusion researchers can contextualise licensed moneylender exposure against household borrowing. Annual figures support policy discussion on consumer debt composition in Singapore.

Immigration and Checkpoints Authority annual statistics on newborns by gender appear in Singapore’s Report on Registration of Births and Deaths. The CSV series from 1984 onward supports population demography and gender ratio analysis at national scale. Researchers studying fertility trends pair the data with other vital statistics ICA publishes. The collection offers a long runway for cohort and policy evaluations across decades. Figures reflect registered births rather than estimates from surveys.

National Environment Agency (NEA) publishes annual open data on the number of hawker stalls operating under government market and hawker centres across Singapore. The single CSV time series helps planners and researchers track hawker centre capacity and food-centre infrastructure over decades. Analysts studying Singapore’s hawker trade policy and affordable dining footprint can chart stall counts from the late 1980s through the catalogued coverage period. The collection complements other NEA solid waste and public health datasets on data.gov.sg.

Building and Construction Authority (BCA) maps Green Mark certified buildings across Singapore with their award levels. GEOJSON and KML datasets help sustainability dashboards, property searches, and green-building research. Developers and facilities managers can see where BCA Green Mark recognition has been granted. This geospatial collection connects Singapore’s national green building certification programme to open map data.

Singapore Land Authority daily-updated geospatial locations of vertical control points across Singapore, published as KML and GeoJSON in the SLA Vertical Control collection. Surveyors and engineers use the points for levelling, construction set-out, and integration with SLA cadastral and height products. The open data supports precision mapping and geodetic workflows throughout Singapore.

NEA provides historical wind direction readings for Singapore in annual CSV files covering 2016 through 2024, timestamped in Singapore Time (ISO 8601). The data support dispersion modelling, harbour operations studies, and retrospective weather analysis alongside other NEA historical meteorology collections. Users should heed the standard disclaimer on missing records and limited quality control relative to certified climate archives. For authoritative climate documentation, NEA directs enquiries to its climate sales mailbox.

Enterprise Singapore open data reports domestic exports by destination area in an annual CSV series. Users comparing Singapore’s outward trade patterns should note breaks in methodology: pre-2003 figures exclude trade with Indonesia, and SITC revisions affect series before and after 1999. Economists and trade analysts can still use the file to explore long-run regional export composition within the published coverage window. Official metadata documents these classification and coverage changes for responsible interpretation.

Singapore Polytechnic annual CSV listing of part-time courses such as SP’s Part-time Courses for 2022, including course names, descriptions, and reference links. The open education data supports lifelong learning discovery, skills planning, and comparison of SP continuing education offerings in Singapore. Working adults and training providers can browse official polytechnic course metadata.

Housing & Development Board (HDB) geospatial open data shows roads implemented by HDB that are under construction in Singapore. GEOJSON and KML layers help residents and planners see upcoming connectivity changes near HDB towns. Transport analysts can overlay construction segments with traffic or development plans. The semi-annual refresh cadence in metadata signals periodic updates as projects progress. The collection is infrastructure geometry, not traffic counts or completion schedules.

Ministry of Education (MOE) publishes annual statistics on the percentage of GCE A-Level students who pass General Paper or Knowledge and Inquiry in Singapore. The CSV supports education researchers tracking literacy and inquiry skills among pre-university cohorts over time. Schools and policy analysts can benchmark pass rates against national trends within the catalogued years. The indicator reflects MOE’s emphasis on broad academic foundations for Singapore resident students.