Dataset collections

Land Transport Authority (LTA) publishes monthly motor vehicle population in Singapore by fuel type from 2016 through early 2020, excluding road-tax-exempt vehicles. The CSV supports analysis of petrol, diesel, hybrid, and electric uptake as Singapore transitions its land transport fleet. Transport modellers and environmental reporters can chart month-on-month shifts without scraping LTA press releases. The series complements LTA’s broader vehicle registration open data.

URA Master Plan 2003 cartography in this collection provides indicative offset lines along national park boundaries. Master Plan 2003 National Park Line is available as GEOJSON and KML for heritage and green-space GIS projects. Users aligning older plan graphics with current NParks boundaries can employ the layer as a historical reference. Geometry is indicative under the 2003 master plan rather than a legal land parcel definition.

Sport Singapore (SportSG) maps sport facilities it manages across Singapore, excluding DUS facilities, in an ad-hoc GEOJSON layer. Residents and facility planners can locate pools, fields, and activeSG venues with key attributes from open spatial data. The collection supports public recreation planning and third-party fitness apps that rely on authoritative SportSG inventories. Open formats ease integration with URA and NParks recreational layers on data.gov.sg.

Nanyang Polytechnic (NYP) open data on planned student intake for full-time programmes in Singapore. The annual CSV “Nanyang Polytechnic Planned Intake, Annual, 2016 to 2026” helps prospective students and education planners see how polytechnic capacity is projected. Institutions benchmark intake planning against skills-demand reports. Coverage from 2016–2022 documents NYP’s published enrolment targets on the national data catalogue.

Ministry of Health (MOH) archived early Covid-19 open data for Singapore covering individual confirmed cases and related views. Member datasets include Covid-19 Daily Figures in CSV and Covid-19 Patient Admission Locations in KML for mapping care pathways during the initial outbreak period. Epidemiology historians and GIS users studying Singapore’s first-wave response can combine the tabular and spatial files. Catalog coverage ends in February 2020, reflecting the historical snapshot nature of the release.

HDB reports cumulative land area reclaimed for engineering projects in Singapore at the end of each financial year from 1991–92 through 2021–22. The annual CSV documents how much new land Singapore’s major public housing agency has added to the national stock over decades. Coastal researchers and infrastructure historians can relate the series to project announcements and environmental impact studies. Figures represent HDB engineering reclamation rather than all national reclamation activity.

National Parks Board (NParks) recreation open data in this collection geocodes representative locations of facilities in parks under NParks purview, updated half-yearly. The GEOJSON dataset Park Facilities supports accessibility studies, amenity gap analysis, and visitor app backends. Community groups mapping toilets, playgrounds, or shelters should treat points as representative rather than survey-grade coordinates. Attributes follow NParks’ facility taxonomy in the published layer.

National Environment Agency (NEA) reports annual maximum 24-hour mean concentrations for sulphur dioxide in Singapore’s air quality monitoring network. Figures in micrograms per cubic metre follow WHO Air Quality Guidelines (global update 2005) for long-term comparison. The annual CSV from 2000 through 2022 supports environmental health research alongside other NEA pollutant series on data.gov.sg. Analysts can track industrial and maritime emission influences on ambient SO2 peaks.

URA geospatial data delineates Urban Design Areas from the Master Plan 2019 SDCP Urban Design Element Plan in GEOJSON and KML. These indicative polygons show where Singapore applies detailed urban design guidelines beyond standard zoning. Planners and developers can overlay the layer when assessing streetscape, building form, or public-realm requirements in controlled districts. The SDCP framework provides area-specific guidance alongside the statutory Master Plan.

Ministry of Social and Family Development (MSF) open geospatial data lists Family Service Centres across Singapore for social support navigation. GEOJSON and KML Family Services datasets help map counselling and family assistance access against housing and transport networks. Social service planners and researchers can identify neighbourhood coverage gaps using the point or area layers. Locations follow MSF's ad-hoc publishing cadence in Data.gov.sg.

Housing & Development Board (HDB) counts applications for HDB Loan Eligibility (HLE) letters each financial year in Singapore. The annual CSV from FY2008 through FY2022 helps housing analysts gauge demand for HDB financing before flat purchases. Mortgage counsellors and researchers can relate HLE volumes to resale and Build-To-Order market cycles. The single dataset anchors HDB credit-eligibility transparency on data.gov.sg.

MPA annual open data summarises the number of vessels registered under the Singapore flag and associated shipping tonnage from 1995 to 2022. Maritime economists and registry analysts can track how fleet size and tonnage evolve at period end using a single CSV. The series supports comparisons with cargo throughput and port performance indicators on the same portal. Definitions follow MPA shipping statistics publications.

Info-communications Media Development Authority (IMDA) household survey statistics in this collection measure the share of Singapore residents who have ever had the chance to use a computer, including desktops, laptops, notebooks, and tablets regardless of ownership. The CSV Individual Computer Access dataset supports digital inclusion research for coverage from 2013 through 2018. Analysts studying infocomm adoption trends can align findings with the Annual Survey on Infocomm Usage in Households methodology based on roughly 3,500 household and resident interviews. Figures refer to resident populations sampled via Statistics Department address frames.

Nanyang Polytechnic catalogue of full-time diploma courses offered in Singapore, including academic year, course title, and course code. The CSV “Nanyang Polytechnic Full-time Diploma Courses - 2016 to 2025” supports students comparing programmes and analysts mapping skills training supply. Education portals can sync course metadata without scraping websites. Annual coverage from 2016–2023 documents NYP programme listings on Singapore open education data.

National Environment Agency (NEA) lists Registered Vector Control Operators (VCO) in Singapore through a monthly CSV open-data release. The Registered Vector Control Operator (VCO) dataset helps premises owners verify licensed pest and vector control personnel during dengue and mosquito-management compliance checks. Public health officers and facility managers can download the June 2016 snapshot within the catalogued coverage month. The collection supports NEA’s vector-control licensing transparency.

Agency for Science, Technology and Research (A*STAR) R&D statistics in this collection report full-time equivalent manpower by sector using the official headcount and FTE conventions in the catalogue description. The CSV Research and Development Manpower Full Time Equivalence by Sector dataset covers annual series from 2010 through 2018 for innovation policy analysis. Researchers, technicians, and supporting staff—including degree-qualified RSEs and postgraduate students—are classified per A*STAR survey definitions. Users comparing sectors should consult the linked A*STAR publications for methodological detail.

This Singapore Ministry of Health collection tracks annual admissions to residential long-term care settings. The member dataset Residential Long-Term Care Admissions reports counts for nursing homes and inpatient hospices, supporting analysis of ageing, end-of-life care demand, and capacity planning. Researchers and policymakers can compare trends over the published coverage period without relying on ad hoc hospital statistics. The series complements broader MOH acute and community care indicators on data.gov.sg. Use it for health services research, workforce planning, and understanding how Singapore residents access institutional long-term care.

URA quarterly CSV tracks private residential property transactions across Singapore—new sales, sub-sales, and resales—from 1999 through mid-2023. New-sale counts are final from licensed developer returns, while sub-sale and resale series switched to stamp-duty records from IRAS in 2015, replacing voluntary caveat lodgements to SLA. Market analysts must note the break in comparability when stitching long historical charts. En-bloc sales are excluded from sub-sale and resale unit counts.

URA planning amendment data annotates gross plot ratio text changes tied to Master Plan 2014. Amendment to MP2014 Gross Plot Ratio Text is published as GEOJSON and KML for developers and planners reviewing zoning annotations. GIS teams can overlay text features with parcel layers when assessing indicative controls. The ad-hoc release reflects URA cartographic updates rather than title deeds.

Singapore Civil Defence Force (SCDF) published a CSV of automated external defibrillator (AED) locations available during the catalogued 2016–2017 coverage window. Community responders and app developers can map public AED access points to support out-of-hospital cardiac arrest preparedness. Although the snapshot may be dated, it illustrates how Singapore open data can power civic safety tools. Users should verify current AED inventories with SCDF or on-site signage before emergency use.

Immigration and Checkpoints Authority (ICA) vital statistics for Singapore live births, published as part of the annual Report on Registration of Births and Deaths. The Live-Births By Ethnic Group, Age Group of Mother and Birth Order dataset breaks down registered births by maternal ethnicity, age bands, and birth order. Demographers, journalists, and students use these tables to study fertility patterns, generational change, and how birth outcomes vary across communities in Singapore. Figures reflect civil registration rather than clinical estimates.

Health Sciences Authority (HSA) maps registered retail pharmacy locations across Singapore as open geodata. Member datasets include Retail pharmacy locations in GEOJSON and KML for apps that help residents find licensed dispensaries. Healthcare accessibility studies and medicine-safety campaigns can reuse the point layers without manual list compilation. HSA updates the collection on an occasional schedule as pharmacy registrations change.

Singapore Police Force geospatial data documents the temporary Liquor Control Zone in Little India declared under the Public Order (Additional Temporary Measures) Act 2014 for April 2014. GEOJSON and KML member datasets let researchers study the spatial extent of the short-lived enforcement area. The collection is historical and reflects a one-month regulatory window rather than current liquor policies. Analysts should not treat the polygon as an active control zone today.

Republic Polytechnic lists full-time diploma courses offered in 2019 as a single annual CSV on data.gov.sg. Students and career counsellors can review RP’s programme catalogue for that academic year alongside other polytechnic course collections. The 2019-only coverage supports historical comparisons when newer RP releases supersede prior catalogs. Educators tracking Singapore polytechnic pathways can harmonise RP 2019 titles with national skills frameworks.