Dataset collections

IMDA’s Media Consumer Experience Study feeds the Usage of Laptops/ PCs for Media Activities CSV on Singapore open data. The collection captures survey shares of residents who have used computers for media activities, supporting digital media policy analysis. Researchers studying device-based consumption among Singapore citizens and PRs can align findings with IMDA’s published methodology page. The annual survey series covers the years noted in catalog metadata.

Info-communications Media Development Authority quarterly CSV series on mobile data usage in Singapore from 2004 through March 2019, reporting monthly averages derived from quarterly totals as defined officially. The Mobile Data Usage statistics support telecom market analysis, smartphone adoption impacts, and bandwidth demand research excluding video telephony and SMS. ICT policymakers can study long-run growth in Singapore mobile network traffic.

PUB, Singapore’s national water agency, publishes geospatial boundaries of completed Active, Beautiful, Clean (ABC) Waters projects islandwide. The collection offers ABC Waters Completed in GEOJSON and KML for mapping stormwater and community waterfront enhancements. Planners and environmental educators can show where ABC retrofits have been delivered to integrate drains and reservoirs with public spaces. Semi-annual update frequency in the catalog reflects PUB’s ongoing ABC programme reporting.

Inland Revenue Authority of Singapore (IRAS) annual stamp duty statistics by instrument type. The CSV dataset covers sale and purchase, lease, mortgage, share transfer, and other instruments from FY2006 through FY2022. Property and capital-markets researchers use counts and duty assessed to study transaction volumes and fiscal take. Financial-year alignment matches Singapore budget reporting conventions. The collection is a authoritative open-data source for stamp duty trends alongside IRAS tax publications.

This Urban Redevelopment Authority (URA) collection supports Singapore urban planning around nature and green spaces under the Master Plan 2019 Parks and Waterbodies Special and Detailed Control Plan (SDCP). It includes the Nature Boundary Line layer in GEOJSON and KML, showing indicative offset lines from nature reserves, national parks, and nature areas. Planners, researchers, and developers can use these open datasets to understand planning controls that protect Singapore’s natural heritage. The layers complement other URA master plan SDCP releases on data.gov.sg.

Housing & Development Board annual CSV data track flats constructed over time, with footnotes on JTC, HUDC, URA middle housing, and reclassification adjustments. The series from 1977 through 2017 supports long-run studies of Singapore public housing supply. Urban planners compare completion volumes with household formation and resale market trends. Official metadata clarifies historical inclusion rules so analysts do not misread early-year totals. The indicator is completions, not sales or stock in inventory.

Land Transport Authority (LTA) publishes geospatial open data for street lamp posts used to mount lighting equipment across Singapore’s road network. The collection includes LTA Lamp Post in GEOJSON and KML, with attributes such as lamp post number for asset management. GIS teams maintaining transport or utilities maps can overlay these points for maintenance routing and urban lighting studies. The ad-hoc release supports spatial analysis of Singapore’s public lighting infrastructure.

LTA annual counts of newly registered motor vehicles by Vehicle Quota System category. The CSV dataset “New Registration of Motor Vehicles under Vehicle Quota System (VQS)” spans 2005–2017 for trend analysis of car and motorcycle cohorts. Transport economists relate registrations to COE supply, policy changes, and fleet composition. The collection supports open benchmarking of demand across quota bands. It is a standard LTA reference for historical VQS registration flows in Singapore.

Ministry of Health publishes annual counts of physiotherapists in Singapore’s public sector, private practice, and not-in-active-practice categories. The Number of Physiotherapists CSV supports workforce planning for allied health professions alongside occupational and speech therapy registers that began in 2013. Health services researchers can monitor supply trends for rehabilitation care. Open data complements MOH’s broader human-resource statistics on data.gov.sg.

Ministry of Health data on disability-adjusted life years (DALYs) for Singapore residents, drawn from the Singapore Burden of Disease Study 2017. The CSV dataset breaks down the distribution of DALYs by broad cause group, helping public health analysts compare mortality and morbidity impacts across disease categories. Researchers studying population health, health policy, and disease prioritisation in Singapore can explore how ill-health and premature death contribute to overall burden. Coverage aligns with the 2017 GBD reference period noted in the official metadata.

Urban Redevelopment Authority (URA) reports quarterly counts of new sale, sub-sale, and resale transactions for private residential units in Singapore’s Rest of Central Region from 2004 through 2023. Official guidance defines RCR outside core postal districts and explains methodological shifts from caveat lodgements to stamp-duty records from 1Q2015. Property analysts mapping CCR versus RCR can download the linked URA map PDF for geography. Use this collection to study private housing turnover in mid-central Singapore with awareness of comparability breaks noted by URA.

Urban Redevelopment Authority geospatial open data maps indicative land-use polygons from the Master Plan 2003 for Singapore. KML and GEOJSON layers let researchers compare legacy statutory land use with later Master Plan revisions. Urban studies courses and civic hackers often use historical MP layers to visualise planning evolution. Polygons represent parcel-level land use designation rather than building footprints. The collection is a reference GIS product tied to the 2003 planning cycle.

National Environment Agency (NEA) maps lighting waste collection points across Singapore so residents can recycle lamps and related e-waste responsibly. The collection provides Lighting Waste Collection Points in GEOJSON and KML for mobile apps and community outreach maps. Environmental educators and building managers can direct households to nearby drop-off locations under Singapore’s extended producer responsibility framework. Open geodata supports NEA’s circular economy goals for regulated lighting waste streams.

National Environment Agency (NEA) climate data on monthly mean relative humidity recorded at the Changi Climate Station. The CSV series from 1982 through July 2023 supports heat-stress, building-energy, and epidemiology research in Singapore’s tropical environment. Monthly granularity captures monsoon and urban-climate variability better than annual summaries alone. NEA’s long-run station record underpins interoperability with other Changi meteorological datasets. The collection is a baseline open-data source for humidity trends at Singapore’s primary climate reference site.

Ministry of Education (MOE) open data tracks the percentage of GCE A-Level students who passed Mother Tongue Language at AO or H1 level in Singapore. The member CSV Percentage of A-Level Students with a Pass in Mother Tongue Language at H1 Level offers a longitudinal view of language attainment. Educators and policy analysts can study mother-tongue outcomes alongside broader MOE examination statistics. Annual releases span the years listed in the collection coverage metadata.

National Environment Agency (NEA) geospatial open data mapping No Smoking Zones across Singapore. Datasets are available as KML and GEOJSON polygons showing areas where smoking is prohibited under public health regulations. App developers, map publishers, and compliance teams can integrate these boundaries into location services and awareness tools. The collection supports smoke-free environment initiatives and helps residents and visitors identify regulated zones in Singapore.

HDB publishes annual counts of applications registered for resale flats and rental flats from financial year 2007–08 through 2021–22. The CSV aligns with key statistics in HDB Annual Reports, giving analysts a machine-readable view of demand for secondary market and public rental housing in Singapore. Housing researchers track how registration volumes move with policy changes and market conditions. The official description points to HDB’s annual reports for corroboration and broader context.

National Library Board publishes an annual CSV catalogue of maps digitised from National Library Singapore collections. Entries help researchers, educators, and the public discover historical cartography covering Singapore’s heritage. The open listing supports citation and reuse without browsing physical stacks. NLB notes that digitisation preserves fragile materials while improving access. Enquiries on specific sheets can be directed to [email protected] per official metadata.

Immigration and Checkpoints Authority (ICA) vital statistics on deaths by age group, occupation, and sex in Singapore. The CSV dataset draws from the Report on Registration of Births and Deaths for 2019–2021. Demographers and occupational health researchers analyse mortality patterns without micro-level death records. Annual publication supports public health and labour-market post-COVID comparisons where occupation coding permits. The collection links ICA civil-registration reporting to Singapore open demographic data.

Health Promotion Board lists Singapore food and beverage products carrying the Healthier Choice Symbol (HCS) in this open-data collection. The Healthier Choice Symbol Product List CSV helps shoppers, dietitians, and retailers identify HPB-endorsed healthier options. Developers can build label scanners or menu planners from the semi-annual product roll. The collection supports Singapore’s national nutrition labelling programme with downloadable SKUs and product names.

Agency for Science, Technology and Research (A*STAR) open data reports annual intramural research and development expenditure in Singapore classified into private and public sectors from 1990 through 2018. Private sector covers business enterprises excluding higher education; public sector spans government, universities, and public research institutes. Innovation policy analysts use the CSV to compare how R&D funding is distributed across Singapore’s innovation system. Definitions follow standard Frascati-style boundaries between internal and extramural R&D spending.

National Environment Agency (NEA) provides monthly total rainfall recorded at the Changi Climate Station as a long-running CSV time series. Climate analysts and water resource planners in Singapore use the data to study seasonal wetness, drought risk, and correlation with other meteorological indicators. The series extends from 1982 through the catalogued end date for historical weather benchmarking. It is a standard reference rainfall gauge for Singapore’s east-coast climate record.

NEA maps Aedes mosquito breeding habitats detected in Singapore’s South East region as daily geospatial open data. The Aedes Mosquito Breeding Habitats - South East GEOJSON layer complements dengue case layers by showing where breeding was found in the recent 14-day window. Community inspectors and residents can prioritise source reduction near flagged sites. Official text stresses that dengue case information remains provisional pending investigations.

URA Master Plan 2014 amendment layers showing indicative land-use polygons for development parcels in Singapore. GEOJSON and KML datasets let GIS users overlay revised zoning against the broader 2014 master plan. Urban analysts, architects, and civic technologists can trace how specific sites are depicted after plan updates. This collection fits within Singapore’s open master plan spatial data ecosystem on data.gov.sg.