Dataset collections

Land Transport Authority (LTA) offers an API dataset returning links to live traffic images along expressways and at Woodlands and Tuas checkpoints. Commuters, logistics operators, and developers building real-time mobility dashboards can integrate LTA traffic camera feeds for Singapore road conditions. The realtime frequency supports congestion monitoring at key corridors and border crossings. Explore LTA Traffic Images open data for API access to official traffic photography.

Health Promotion Board publishes annual statistics on age-standardised incidence and prevalence of definitive dialysis and kidney transplant patients in Singapore. Rates are expressed per million residential population and standardised to the Segi World Population for international comparability. The CSV collection supports epidemiologists and health planners tracking chronic kidney disease burden over the catalogued years. Official notes indicate figures are refreshed annually as retrospective case ascertainment continues.

Ministry of Health statistics on average daily polyclinic attendances in Singapore for selected communicable and common conditions. The CSV tracks acute upper respiratory infections, conjunctivitis, diarrhoea, chickenpox, and hand, foot and mouth disease (HFMD) from 2018 onward. Public health analysts use the series for syndromic surveillance and seasonal outbreak context alongside other MOH releases. Semi-annual updates cover 2012 through 2022 on Singapore’s open health data catalogue.

IMDA’s Media Consumer Experience Study informs this Singapore collection on weekly time spent consuming local content. The CSV dataset captures survey-derived viewing or listening habits among citizens and permanent residents, useful for media industry analysts and cultural policy researchers. Compare results with other IMDA media consumption releases to understand how Singapore audiences allocate attention to domestic programming between 2013 and 2015. Official metadata links to IMDA’s study documentation for methodology context.

JTC Corporation geospatial open data in this collection maps building footprints for structures constructed by JTC across Singapore industrial estates. GEOJSON and KML datasets JTC Building support asset management, fire safety planning, and industrial estate GIS basemaps. Facility operators can identify JTC-built blocks relative to tenancy boundaries on an ad-hoc update cycle. Footprints represent building outlines as published by JTC, not interior floor plates or ownership records.

GovTech and HDB power near-real-time carpark availability for Singapore drivers through this API collection. The Carpark Availability endpoint refreshes roughly every minute, letting mobility apps and researchers query lot occupancy via a date_time parameter. Developers building Singapore smart-city services should note rate limits and link to HDB carpark information for static site attributes. The feed supports congestion studies and trip planning without scraping proprietary parking systems.

Ministry of Education (MOE) publishes this collection on school canteen advertisements collected through the School Information and Communication System (SICS). The weekly CSV dataset shares the same title and documents promotional content in MOE school canteens for the published coverage window. Nutrition advocates, education researchers, and vendors studying food marketing in schools can analyse what is advertised on campus. Use this Singapore open-data collection to explore canteen advertisement records tied to public school food environments.

URA’s Master Plan 2019 open-data collection delivers an indicative land-use polygon layer extracted from the plan approved on 18 November 2019. The GEOJSON member dataset shows broad zoning across Singapore for research, education, and spatial analysis. Users seeking the current statutory Master Plan should consult URA’s website rather than treating this snapshot as live policy. The layer is widely used to contextualise development patterns against the 2019 plan footprint.

People’s Association (PA) geospatial open data in this collection locates PA Headquarters sites across Singapore for civic engagement mapping. Member datasets PA Headquarters are published in GEOJSON, KML, and SHP for community organisers and government GIS portals. Researchers studying grassroots infrastructure can anchor programmes to official HQ coordinates. Points reflect PA’s published headquarters locations on an ad-hoc cadence, not every community club or centre.

Info-communications Media Development Authority (IMDA) inclusion geospatial data in this collection maps Infocomm Accessibility centres that train people with disabilities for greater independence and employability. GEOJSON, KML, and SHP datasets support disability services planning and digital inclusion dashboards island-wide. Social service researchers can relate centre locations to referral programmes without inferring class schedules from the layer. Sites follow IMDA’s ad-hoc published listing.

Info-communications Media Development Authority (IMDA) open data reports export revenue destinations for Singapore’s infocomm industry from its long-running annual survey conducted under the Statistics Act. The CSV collection, Export Revenue Destinations by Region, lets analysts see how overseas markets contribute to sector exports across the published years. Methodology notes describe representative sampling from the Department of Statistics establishment frame and confidentiality guarantees. Restated 2008–2012 figures incorporate other reseller and OEM revenue; rounding may affect row totals.

JTC Corporation geospatial data on Industrial Government Land Sales (IGLS) sites in Singapore. GEOJSON and KML files let analysts map tender sites, compare locations with industrial estates, and support market commentary on JTC’s land supply programme. Property researchers and logistics planners overlay IGLS polygons with transport and utility layers. Semi-annual releases keep Singapore open data aligned with JTC’s industrial property market statistics.

ICA vital registration includes deaths by place of occurrence and ethnic group in this Singapore open-data collection. The CSV member dataset supports spatial and demographic mortality analysis—for example comparing hospital, home, or other place-of-death patterns across communities. Public-health geographers and social researchers studying Singapore inequality can relate the tables to other ICA ethnicity and cause-of-death releases. Annual coverage is listed for 2019 through 2021.

Urban Redevelopment Authority (URA) Master Plan 2019 cartographic data in this collection provides text annotations for park connectors in the Parks and Waterbodies SDCP. GEOJSON and KML member datasets support labelled maps for park connector planning and public communication of the green network. GIS teams can align connector names with line geometry from related SDCP layers. Text is illustrative labelling under SDCP guidelines, not statutory trail names for wayfinding apps alone.

Urban Redevelopment Authority (URA) defines development charge sector boundaries used when assessing payable development charges in Singapore. GEOJSON and KML datasets carry the same Development Charge Sector Map for planners, valuers, and GIS developers. Analysts studying land intensification and sector-based charge rates can overlay sectors with parcel and zoning data. This URA collection supports open-data mapping of Singapore development charge geography.

URA Master Plan 2019 open data includes an indicative line layer for road kerbs and road dividers extracted from the November 2019 approved plan. Member datasets ship as KML and GEOJSON under Master Plan 2019 Road Graphic layer. Urban designers and researchers can study how statutory graphics depict carriageway edges across Singapore. For current planning controls, users should refer to URA’s latest Master Plan publications online.

Inland Revenue Authority of Singapore (IRAS) tax statistics in this collection distribute taxable individuals across assessable income ranges from Year of Assessment 2004 through YA2022. The annual CSV Taxable Individuals by Assessed Income Group reports headcounts, assessable and chargeable income amounts, and net tax assessed for tax resident and non-resident individuals. Income inequality and fiscal policy researchers can analyse bracket movements on a preceding-year basis without microdata. Figures are as at 31 March following each YA per official footnotes.

Singapore Tourism Board (STB) Overseas Visitors Survey insights appear in this collection focused on accommodation choices among departing visitors. The CSV Overseas Visitors Survey Visitors' Profile Data - Accommodation summarises where international guests stayed while in Singapore, drawn from large quarterly samples at air, sea, and land checkpoints. Hospitality investors, hotel analysts, and tourism researchers can contextualise 2013–2014 profile years with other STB visitor surveys on data.gov.sg. Methodology notes describe weighting to match arrival statistics.

Board of Architects (BOA) publishes an annual CSV register of architectural firms currently registered in Singapore. The Register of Architecture Firms dataset supports due diligence by developers, homeowners, and professionals verifying BOA registration status. Open tabular data makes it easier to build lookup tools than scraping the BOA website. Coverage in the catalog extends through the published end date; confirm live registration on BOA’s portal for transactional decisions.

IMDA highlights persistent hiring gaps in Singapore’s infocomm sector through this annual collection on Infocomm Manpower Vacancies. The CSV tracks positions unfilled for at least six months—roles employers typically find hard to staff—offering labour-market intelligence for skills planners and HR analysts. Compare vacancy trends with IMDA manpower stock datasets to understand demand for digital talent from 2002 through 2017. Useful for workforce policy debates on tech skills shortages in Singapore.

HDB publishes quarterly CSV statistics on resale applications registered by flat type across Singapore public housing. The Number of Resale Applications Registered by Flat Type series helps market watchers gauge HDB resale pipeline volume before transactions complete. Researchers can relate application counts to broader price and volume trends in the secondary HDB market. Coverage runs through the dates listed in the catalog metadata.

Housing & Development Board (HDB) Resale Price Index (RPI) tracking overall movement in Singapore’s public housing resale market. The quarterly CSV uses registration-date average resale prices, with methodology shifting from stratification to stratified hedonic regression from 4Q2014 and rebasing to 1Q2009 = 100. Economists, property analysts, and homebuyers benchmark HDB affordability and cycle timing against this flagship indicator. Data span 1990 through September 2022 on Singapore’s open housing statistics.

Inland Revenue Authority of Singapore (IRAS) publishes statutory corporate income tax rates in this ad-hoc fiscal policy collection. The CSV Tax Rates for Corporate Income Tax documents headline and concessionary rates by Year of Assessment from YA2003 through YA2023, aiding tax advisers, accountants, and researchers comparing Singapore’s competitiveness. Investors modelling after-tax returns can anchor assumptions in this official schedule without inferring rates from budget speeches alone. Download the single member dataset for structured rate history.

Ministry of Social and Family Development (MSF) lists Baby Bonus Approved Institutions (AI) where families can manage Child Development Account benefits in Singapore. The daily CSV dataset titled Baby Bonus - Approved Institutions (AI) supports parents, financial counsellors, and policy researchers verifying participating institutions. Analysts studying early childhood support programmes can track which providers appear on the approved roster over the coverage period. Explore this MSF collection for open data on Baby Bonus approved institutions.