Dataset collections

Singapore’s State Courts publish annual open data on fresh cases handled by the Court Dispute Resolution cluster. The collection centres on State Courts Court Dispute Resolution Annual Caseload Figures in CSV format from the Judiciary. Researchers studying civil dispute pathways, court workload trends, or access to justice in Singapore can track year-on-year volumes from 2015 through the catalogued coverage window. The annual release supports transparency on how alternative dispute resolution channels absorb caseload within the State Courts system.

Immigration and Checkpoints Authority (ICA) vital statistics in this collection detail live births—single and twin deliveries—by gestation period, birth weight, and child gender. The CSV dataset supports perinatal health research drawing on the Report on Registration of Births and Deaths for 2019 through 2021. Public health analysts can study birth outcome distributions published in the annual registration report. Figures are aggregate registrations, not clinical records.

Urban Redevelopment Authority (URA) Amendment to Master Plan 2019 layers annotate waterbodies, islands, and other textual features on Singapore’s statutory maps. KML and GEOJSON files extract from the latest MP2019 products that URA may update over time. GIS teams should cross-check URA’s website for superseding Master Plan releases when producing planning overlays. Ad-hoc spatial data complements broader MP2019 boundary and land-use collections on data.gov.sg.

National Environment Agency (NEA) open geospatial data on recycling bin locations across Singapore. The Recycling Bins collection offers GEOJSON, KML, and SHP exports of public drop-off points supporting waste reduction and circular economy outreach. Municipal researchers, civic tech teams, and residents building find-nearest-recycling maps use these layers alongside NEA waste statistics. Locations help analyse coverage in HDB towns, commercial areas, and institutions.

Health Sciences Authority (HSA) publishes a semi-annual CSV listing poison licence holders regulated under Singapore health-product law. The Listing of poison license holder dataset supports pharmacies, wholesalers, and enforcement teams verifying who may handle scheduled poisons during the 2021 coverage semester. Compliance officers can download the open-data file instead of maintaining manual spreadsheets. HSA’s release underpins transparency for controlled-substance licensing.

People’s Association (PA) geospatial open data maps Residents’ Committees and Residents’ Network Centres across Singapore’s neighbourhoods. The collection provides the same layer in GEOJSON and KML for community engagement apps and urban sociology research. Grassroots organisers and researchers studying Singapore’s RC/RN network can locate centres and plan outreach. Ad-hoc releases help align digital maps with PA’s ground-level community infrastructure.

IRAS tax reference data in this collection lists Goods and Services Tax rates from 2003 through 2023. The CSV Tax Rates for Goods and Services Tax gives fiscal analysts a single authoritative timeline for GST policy changes affecting consumption tax modelling. Coverage dates in metadata run from 2003-01-01 through 2023-01-01 for alignment with budget announcements. Users should cross-check current rates on IRAS live guidance for transactions after the series end.

Urban Redevelopment Authority (URA) Amendment to Master Plan 2019 Monument Site layers show indicative boundaries for protected monument sites in Singapore. GEOJSON and KML renditions derive from MP2019 products that URA may refresh between formal plan updates. Heritage planners and GIS analysts can overlay monument sites with conservation and development control layers on data.gov.sg. Users should verify current boundaries on URA’s website when statutory decisions are required.

Urban Redevelopment Authority (URA) quarterly open data tracks executive condominium (EC) units launched and sold in Singapore’s hybrid public-private housing segment. The Executive Condominium Units Launched and Sold in the Quarter CSV compiles developer returns on options issued, with resale caveats and stamp-duty sources documented in official metadata. Housing analysts and homebuyers studying EC supply pipelines can read launch versus sales momentum by quarter. Weekly developer submissions to URA since May 2015 underpin fresher primary-market statistics.

Ministry of Law reports sources of cases registered at Singapore’s Community Mediation Centre by unique case identifier. Annual CSV data from 2011 through 2015 document evolving referral categories, including finer splits from 2014 for police, HDB, town councils, MPs, and courts. Dispute-resolution researchers can analyse how neighbourhoods access mediation instead of litigation. Official metadata explains historical aggregation of direct-intake channels before 2014 for consistent time-series reading.

Ministry of Education workforce statistics summarising education officers across Singapore schools. The Summary Statistics on Education Officers annual CSV applies definitional rules in the official notes, excluding HQ staff on leave or secondment and classifying mixed-level schools by teaching band. HR analysts, education researchers, and journalists track teacher staffing trends relative to enrolment collections on data.gov.sg. Autonomous schools are grouped with government and government-aided schools from 2008 onward.

National Environment Agency (NEA) publishes licensed eating establishments in Singapore with hygiene grades, demerit points, and suspension history over the prior year. The quarterly CSV from mid-2015 through 2016 supports consumers and food businesses verifying compliance track records. Official metadata points to NEA’s online licensee search for caterers and updated listings beyond the archived download window. Public health analysts can study food-hygiene enforcement patterns alongside other NEA licensing data on data.gov.sg.

URA amendment geospatial data for MP2014 Gross Plot Ratio demarcation lines with offset geometry. Available in KML and GEOJSON, the layer supports planners and developers aligning site feasibility studies with updated plot ratio controls in Singapore. Use with other Master Plan 2014 amendment releases on data.gov.sg to track control line changes over time. Indicative lines inform zoning analysis rather than replacing formal planning permission documents.

Singapore Tourism Board (STB) releases monthly CSV statistics on gazetted hotels by tier, including standard average occupancy, room rate, and RevPAR indicators. The Monthly Gazetted Hotel Statistics by Tier dataset reflects STB’s hotel tiering framework benchmarked to 2015 performance during the 2013–2015 catalog window. Hospitality analysts comparing Singapore hotel segments can study tier-level trends while noting preliminary 2015 industry estimates in the official description. STB sourced figures from its hotel return survey published in mid-2016.

National Parks Board (NParks) published a 2010/2011 coastal and marine habitat map of Singapore derived from high-resolution satellite imagery. The GEOJSON layer classifies mangrove, seagrass, coral reef, and related coastal habitats to support monitoring and conservation planning. Environmental scientists and coastal managers can overlay the map when assessing habitat loss from reclamation or shipping impacts. The study underpins Singapore’s effort to track vulnerable nearshore ecosystems that provide erosion control, nursery grounds, and water-quality benefits.

National Environment Agency (NEA) open data in this collection lists government markets and hawker centres across Singapore. The CSV dataset List of Government Markets Hawker Centres supports location discovery for food hygiene planning, urban studies, and civic mapping. Analysts and app developers can join the list with other NEA facility layers without scraping unofficial directories. Coverage dates in the catalogue reflect the published snapshot rather than live tenancy changes.

STB provides annual open data on international visitor arrivals from selected markets broken down by gender of travellers. The Annual IVA from Selected Markets by Gender CSV complements other STB characteristic summaries and is updated quarterly in the metadata. Tourism researchers analysing male-female arrival mixes between 2013 and 2015 can join this file with mode-of-arrival or market tables. Official notes define ASEAN and Scandinavia groupings used consistently across STB IVA reports.

SkillsFuture Singapore maps private education institutions across Singapore that register with the Committee for Private Education (CPE). The GEOJSON dataset Private Education Institutions (GEOJSON) supports location-based discovery for students, parents, and compliance teams. Since CPE functions under the Private Education Act as appointed by the SSG Board, users can cross-check addresses against regulatory listings. The collection emphasises registered institution locations rather than course quality rankings.

MOE examination statistics in this collection report the percentage of Normal (Technical) level students who passed Mother Tongue Language, including learners who offered the subject at a higher level per official notes. The CSV Percentage of N(T)-Level Students with Grade D or better in Mother Tongue Language supports mother tongue policy review from 2008 through 2021. Educators can track pass rates alongside curriculum changes for N(T) streams. Figures are cohort aggregates from MOE's annual releases.

NEA publishes the locations of active cemeteries in Singapore as spatial open data for planning and public information. Member datasets Active Cemeteries are available in GEOJSON and KML for GIS overlays and heritage-related research. Community groups and land-use analysts can understand where burial grounds remain in operation on the island. Users should treat geometry as NEA’s published indicative locations rather than legal land titles.

URA Master Plan 2019 amendment geodata extracts indicative road kerb and road divider linework from the latest plan publication. GEOJSON and KML Amendment to Master Plan 2019 Road Graphic layer datasets support transport and urban design GIS basemaps. Users should refresh geometry against URA's live master plan portal because the official description notes periodic updates. Lines are cartographic indications, not surveyed road centrelines for engineering.

URA Master Plan 2019 geospatial layer of monument buildings in Singapore, extracted from the plan approved on 18 November 2019. GEOJSON and KML files help heritage researchers, architects, and mapmakers identify nationally recognised structures within the statutory planning map. Users seeking the latest controls should consult URA’s live Master Plan at https://www.ura.gov.sg/ as noted officially. Pair with conservation area datasets for cultural landscape analysis.

Ministry of Law publishes annual statistics on the total amount or value of outstanding pawnbroking loans in Singapore. The CSV dataset shares the collection title and supports research on regulated pawn lending, consumer credit, and the pawnbroking industry under Singapore law. Analysts studying household liquidity, alternative credit channels, and legal-sector economic indicators can track year-on-year balances for the published coverage window. Use this open-data collection to explore pawnbroking loan volumes reported by the Ministry of Law.

Ministry of Education (MOE) annual statistics report what share of each Primary 1 cohort eventually qualifies for secondary Express, Normal (Academic), or Normal (Technical) courses after PSLE. The Percentage of P1 Cohort Eligible for Secondary School CSV helps educators and researchers track progression from primary to secondary pathways in Singapore. Figures for the latest three years are flagged preliminary in official metadata. The indicator complements broader MOE attainment releases on data.gov.sg.