Dataset collections

Info-communications Media Development Authority annual survey open data reports internet usage among Singapore enterprises broken down by employment size. The Infocomm Usage by Enterprises study runs under the Statistics Act with confidential firm-level returns aggregated for publication. Researchers from 2012 through 2016 can compare digital adoption across small and large establishments. Sampling draws from the Department of Statistics establishment frame for national representativeness. The CSV supports digital economy benchmarking and barrier analysis cited in official methodology notes.

Singapore Land Authority (SLA) publishes quarterly open data on rental tender and bidding results for state land and properties in Singapore. The SLA Tender and Bidding Results Information CSV helps market participants review historical outcomes and transparency of SLA disposal processes. Property researchers and valuers can study bid patterns within the catalogued coverage from 2004 through 2022. The collection supports public accountability for Singapore state land leasing.

Singapore Land Authority (SLA) reports corporate performance on transaction volume for the Integrated Land Information Service (INLIS), Singapore’s platform for land and property information. The CSV time series from April 2010 through September 2022 supports analysis of how often businesses and professionals query cadastral records digitally. Conveyancing and proptech researchers track adoption of SLA’s online land data services. Official metadata notes semi-annual updates during the catalogued period.

Ministry of Social and Family Development (MSF) location data for Social Service Offices across Singapore. GEOJSON and KML point or polygon layers help residents find nearby MSF social service touchpoints for family and community support. Service directories, municipal apps, and researchers mapping social infrastructure can reuse these open datasets. The collection supports equitable access to information about government social service presence island-wide.

Inland Revenue Authority of Singapore (IRAS) publishes annual service-level open data spanning FY2006 through FY2022. Metrics cover telephone answering, case-specific email replies, correspondence handling, in-person taxpayer service, and refund issuance timeliness. Tax administration researchers and oversight bodies can track how IRAS performance evolved across fiscal years. The CSV consolidates operational KPIs into a longitudinal accountability series. Figures describe service standards attainment rather than revenue collection totals.

Energy Market Authority annual open data decomposes low-tension electricity tariffs in Singapore into component parts each year. The CSV series from 2005 through mid-2021 helps households and analysts understand how fuel, network, and other charges build the billed rate. Energy policy researchers compare component shifts against market reforms and climate measures. Tariffs are annualised summaries rather than monthly bill calculators. The collection complements EMA’s broader electricity market statistics.

LTA publishes annual counts of traffic lights maintained by the authority on Singapore roads. The Traffic Lights CSV in this collection helps transport engineers benchmark signal inventory growth against network expansion. Analysts can cross-reference LTA’s DataMall portal noted in the official description for related mobility datasets. Figures cover long-run annual snapshots within the catalogued year range.

Health Promotion Board annual CSV data present age-standardised incidence of acute myocardial infarction in Singapore by gender. Rates per 100,000 residents use Segi World Population standardisation for international comparison. Cardiovascular epidemiologists note ongoing retrospective case collection, so figures refresh annually during the catalogued 2007–2016 window. The collection supports population health surveillance linked to HPB chronic disease programmes. It reports incidence, not hospitalisation counts or mortality alone.

LTA annual statistics on the age distribution of buses registered in Singapore, excluding road-tax-exempted buses. The CSV dataset from 2005–2017 helps fleet-modernisation researchers track how quickly operators renew rolling stock. Transport planners relate age profiles to emissions standards and service reliability policy. The collection offers a simple open indicator of bus fleet vintage under LTA registration rules. It complements other LTA public-transport vehicle statistics on the data portal.

National Parks Board (NParks) open data identifies heritage trees across Singapore’s urban forest. The Heritage Trees GEOJSON layer supports conservation education, tourism wayfinding, and biodiversity mapping. Arborists and schools can highlight nationally recognised specimens with coordinates from the government catalog. The ad-hoc geospatial release complements NParks’ broader nature and tree management programmes on data.gov.sg.

Ministry of Education (MOE) annual enrolment statistics for Singapore primary schools, broken down by student age. The Primary Enrolment by Age CSV tracks how cohorts enter the primary system over time from 1984 onward in the published series. Education researchers and policy analysts study demographic pressure on school places and ageing within levels. Age is measured at the start of the year per MOE’s definition in the official description.

NEA’s monthly climate open data records the absolute extreme minimum surface air temperature at Changi Climate Station from 1982 through July 2023. Unlike mean minima, these values capture the coldest observed reading within each month, useful for studying rare cool episodes in tropical Singapore. Educators and climatologists pair the series with extreme maximum datasets for a fuller picture of monthly temperature envelopes. The single CSV supports straightforward time-series charting and seasonal comparisons.

Housing & Development Board publishes annual CSV statistics on dwelling units and commercial developments built in Singapore since 1960. The long series anchors studies of public housing expansion and mixed commercial rollout by HDB. Analysts cross-check figures with HDB Annual Report key statistics via the official URL in metadata. Urban economists relate completions to household demand and town planning milestones. The dataset aggregates physical completions rather than sales or leasing activity.

National Library Board (NLB) open geospatial data to locate public libraries across Singapore. GEOJSON and KML datasets power wayfinding apps, literacy outreach maps, and research on access to reading facilities. Ad-hoc updates reflect branch openings, relocations, and mergers in the NLB network. Community groups use the collection to plan programmes near library sites without manual address lists. It is the standard NLB spatial directory on Singapore’s open-data catalogue.

MOE tracks the percentage of GCE O-Level students in Singapore who passed Mother Tongue Language, with methodological notes on IP exclusions and candidate scope. The member dataset Percentage of GCE O-Level Students with Grade C6 or better in Mother Tongue Language provides annual CSV figures for education planners. Comparisons with A-Level mother-tongue series help analyse language pipelines across secondary milestones. Coverage spans decades noted in collection metadata.

SLA open data counts electronic property ownership searches conducted on the Document Imaging and Processing System (DIPS) and Singapore Titles Automated Registration System (STARS). The annual CSV from financial year 2008–09 through 2020–21 helps quantify digital conveyancing activity in Singapore’s land registry workflow. Legal-tech and real-estate analysts benchmark how often practitioners rely on SLA’s title search infrastructure. Monthly catalog frequency reflects how SLA batches publication of search statistics.

Housing & Development Board (HDB) publishes annual statistics on cumulative sites under the Selective En bloc Redevelopment Scheme (SERS) in Singapore since 1995. The CSV distinguishes completed projects from work-in-progress at each financial year-end. Urban renewal researchers and residents tracking estate rejuvenation can chart how SERS has reshaped older HDB towns over time. Figures align with HDB’s financial year reporting cycle ending 31 March.

NParks geospatial footprints of buildings and structures within park areas under board management. The GEOJSON dataset supports facility management, visitor services mapping, and environmental impact screening. Planners can relate built assets to green networks, trails, and biodiversity zones in Singapore’s park system. Ad-hoc publication aligns with NParks asset surveys. The collection helps developers and researchers reference indicative building extents without site visits.

Ministry of Law annual open data on the total quantum of loans granted by licensed moneylenders in Singapore. The CSV time series helps analysts monitor licensed lending market activity and consumer credit trends within the legal framework. Researchers studying financial inclusion, debt, and regulation can compare year-on-year totals without relying on unofficial estimates. Figures represent aggregate licensed moneylending activity as reported to the ministry.

MOE publishes annual indicators on the percentage of each Primary 1 cohort later admitted to post-secondary and tertiary pathways in Singapore, broken down by course type such as Nitec, diplomas, pre-university, and publicly funded degrees. Cohort windows lag reporting by ten or twelve years depending on the pathway, with footnotes on double-counting when students progress across levels. Education policy researchers use the CSV from 2003 through 2021 to discuss equity and pipeline outcomes. Definitions enumerate participating institutions including polytechnics, ITE, LASALLE, NAFA, and autonomous universities.

Institute of Technical Education (ITE) annual open data count graduates from full-time and traineeship programmes across Singapore campuses. The CSV series from 2011 through 2022 supports skills-pathway analysis and alignment with industry manpower needs. Education planners compare ITE throughput with polytechnic and university pipelines. Figures represent graduate headcount rather than employment outcomes. The collection documents technical education scale for Singapore’s post-secondary landscape.

Energy Market Authority (EMA) geospatial data on average monthly household electricity consumption in 2009, by URA planning area and dwelling type in kWh. KML and GEOJSON layers let analysts map spatial disparities in residential energy use across HDB and private housing typologies. The ad-hoc 2009 snapshot supports historical baseline studies before smart-meter rollouts. Urban sustainability researchers overlay consumption with income, housing, and climate variables. The collection links EMA energy statistics to Singapore’s planning-area geography.

URA publishes amendment layers to Master Plan 2019 symbol lines demarcating gross plot ratio, nature reserves, national parks, and conservation areas in Singapore. GEOJSON and KML files named Amendment to Master Plan 2019 Symbol Line layer align with the latest plan extracts noted officially. Urban planners overlay these boundaries in GIS when reviewing statutory zoning changes. Users should confirm current plan status on https://www.ura.gov.sg/ as amendments continue.

Early Childhood Development Agency (ECDA) publishes a daily-updated CSV listing services offered by preschool centres across Singapore. Parents comparing childcare or kindergarten options can see which programmes and operating models each licensed centre provides. The series ran with coverage through September 2023 and supports transparency in Singapore’s early childhood sector. Policy analysts map service diversity and centre capacity using the structured centre-level directory.