Dataset collections

Singapore Tourism Board (STB) published quarterly-updated statistics summarising international visitor arrivals from selected markets by length of stay. The CSV helps tourism analysts segment monthly stay patterns by region and country of residence for the catalogued 2013–2015 window. Official notes clarify ASEAN and Scandinavia country groupings used in the tables. Researchers studying Singapore inbound tourism composition can pair this collection with other STB arrival datasets on data.gov.sg.

LTA reference data on car registration prefix identification marks used for vehicles registered in Singapore. The CSV dataset spans prefixes from August 1972 through January 2018, helping historians and insurers decode plate series by issuance period. Collectors and transport enthusiasts use it to understand how the Vehicle Registration Number system evolved. The ad-hoc release documents administrative coding rather than live registration volumes. It is a niche but authoritative LTA open-data glossary for car plate prefixes.

Singapore Land Authority (SLA) annual statistic on Singapore’s total land area, including offshore islands, measured at each calendar year-end. The CSV dataset supports long-run analysis of land mass changes from reclamation and boundary updates since 1960. Urban planners, historians, and GIS users reference this authoritative series when normalising density or comparing territorial extent over decades. Coverage extends through 2022 in the catalogue metadata.

Ministry of Finance open data listing government procurement opportunities in Singapore since financial year 2018. The Government Procurement via GeBIZ CSV captures open tenders agencies publish on the national e-procurement platform. Businesses, journalists, and researchers monitoring public spending can analyse tender patterns and agency activity. The collection supports transparency around how Singapore government agencies advertise contract opportunities.

IRAS open data summarises taxable individuals by chargeable income group for Years of Assessment 2011 through 2022, reporting headcount, assessable income, chargeable income, and net tax assessed for tax-resident and non-resident individuals. Income is assessed on a preceding-year basis with figures fixed as at 31 March after each YA. Tax policy researchers analyse how Singapore’s personal income tax base shifts across income bands over time. The annual CSV supports distributional studies of individual taxation.

Ministry of Health annual CSV statistics count acupuncturists in Singapore split between active practice and not in active practice. Registration began in 2001, and figures include only those registered solely as acupuncturists. Complementary medicine researchers and workforce planners can track credential stock from 2006 through 2022. The collection parallels other MOH professional register headcount releases. It supports regulatory transparency for traditional Chinese medicine practitioners in Singapore.

Urban Redevelopment Authority (URA) Master Plan 2019 open data defines indicative region boundaries for Singapore land areas excluding sea polygons. GEOJSON and KML files support GIS users studying URA’s five-region framework, each meant to house more than 500,000 people with mixed uses and a regional centre. Planners should treat boundaries as medium-term guidance that may not match built-up reality in every parcel. The collection is essential for aligning apps and research with Singapore’s official planning geography.

Ministry of Health provides weekly lab-confirmed dengue and dengue haemorrhagic fever case counts for Singapore in a single CSV series. The Weekly Number of Dengue and Dengue Haemorrhagic Fever Cases dataset supports epidemiological time-series analysis and outbreak communication. Public health dashboards can ingest official weekly totals without manual transcription. Coverage aligns with the 2014–2018 window stated in the official description.

Singapore Tourism Board (STB) publishes annual summary statistics on visitor days of international visitor arrivals by region or country of residence for 2013 through 2015. Visitor days equal arrivals multiplied by average length of stay for trips whose main purpose is not remunerated work in Singapore. The quarterly-updated CSV helps tourism analysts compare markets, with footnotes defining ASEAN (excluding Singapore in tables) and Scandinavia country groupings. Researchers studying inbound tourism intensity use visitor days alongside arrival counts.

Early Childhood Development Agency (ECDA) annual CSV listing identifies all active preschool centres in Singapore during the catalogued coverage window. Parents choosing childcare or kindergarten slots use the register for authoritative centre names and locations in structured form. Researchers mapping early childhood access can join the list with geocoded layers or population data. The collection reflects ECDA’s licensing registry rather than quality ratings. Updates align with ECDA’s centre lifecycle as centres open, merge, or close.

Urban Redevelopment Authority (URA) publishes geospatial amendments to Master Plan 2014 conserved building footprints across Singapore. The collection includes KML and GEOJSON layers titled Amendment to MP2014 Conserved Building for heritage and planning GIS workflows. Conservation planners and architects can overlay indicative footprints when studying statutory protection zones. The ad-hoc release documents updates to URA’s conserved building inventory on the development plan.

NEA’s solid waste open-data collection includes annual non-domestic waste disposed in Singapore. The Solid Waste Management - Total Non Domestic Waste Disposed of, Annual CSV reports million-tonne disposal volumes for commercial and industrial streams within the published years. Waste consultants benchmarking commercial sector footprints can pair this series with domestic disposal and incineration statistics. Together they outline Singapore’s historical waste flows by sector.

Inland Revenue Authority of Singapore annual open data summarise taxable companies by economic sector for Years of Assessment 2004 through 2022. Each record combines company counts, chargeable income, and net tax assessed on a preceding-year basis. Figures are frozen as at 31 March following each YA, as noted in official footnotes. Corporate tax analysts and economists study sectoral contributions to Singapore’s income tax base. The CSV supports longitudinal comparisons of profitability and tax yield across industries.

Ministry of Health publishes annual consumer price index (CPI) statistics covering general and healthcare components for Singapore. The Consumer Price Indices CSV supports health financing researchers tracking medical inflation relative to the overall basket. Economists comparing CPI sub-indices can download the series from 2008 through the catalogued end year. The collection links healthcare cost trends to broader Singapore price statistics curated on data.gov.sg.

Energy Market Authority (EMA) publishes Singapore’s annual fuel mix for electricity generation by energy product as percentage shares. The Annual Fuel Mix for Electricity Generation by Energy Products CSV helps energy analysts track how natural gas, solar, and other products contributed to the grid over time. Climate and policy researchers use the series when discussing decarbonisation pathways for Singapore power. Catalog metadata documents the multi-year span of the release.

Inland Revenue Authority of Singapore (IRAS) reference table of tax and duty rates for gaming duties and casino tax from 2003 through 2023. The CSV supports fiscal policy research, compliance reference, and journalism on Singapore’s betting tax framework. Users can trace how statutory rates are recorded year by year without inferring revenue collections. Official coverage dates define the published rate schedule in the dataset.

Maritime and Port Authority of Singapore (MPA) monthly statistics on vessel calls above 75 gross tonnes and related shipping tonnage by purpose. The CSV dataset from 1993 through August 2023 supports port-throughput and maritime-economy research for one of the world’s busiest hubs. Preliminary figures for the latest month are flagged in the official description. Analysts filter out smaller craft to focus on commercial shipping activity. The collection is a standard MPA open-data series for Singapore vessel-call trends.

URA Master Plan 2019 open data includes monument number annotation layers extracted from Singapore’s statutory land-use plan. GEOJSON and KML editions of Amendment to Master Plan 2019 Monument Number layer help heritage professionals locate numbered monument markers on plan sheets. GIS teams integrate the layer with other MP2019 amendments for comprehensive zoning maps. Official text directs users to URA’s website for the freshest master plan publications.

Immigration and Checkpoints Authority (ICA) annual statistics on illegal immigrants arrested in Singapore from 2011 onward. The CSV dataset Number of Illegal Immigrants Arrested from 2011 onwards supports border security and migration policy analysis. Researchers and reporters can review year-by-year enforcement outcomes published as open government data. Figures reflect ICA’s official yearly breakdown described in the collection metadata.

Info-communications Media Development Authority (IMDA) publishes annual survey results on the type of internet connection Singapore resident households use at home. The CSV derives from the long-running Annual Survey on Infocomm Usage in Households, based on roughly 3,500 household face-to-face interviews with a Statistics Singapore sample design. Digital inclusion researchers can track broadband and connection technology adoption from 2008 through 2018 in the catalog. The series underpins Singapore digital divide and household connectivity policy analysis.

Singapore Tourism Board (STB) releases Overseas Visitors Survey profile data on purpose of visit as CSV open data. The collection documents face-to-face departure interviews and weighting methodology for roughly 26,000 visitors sampled annually across air, sea, and land checkpoints. Tourism analysts studying why travellers come to Singapore can use purpose-of-visit breakdowns with confidence in STB’s weighting to arrival statistics. Coverage years appear in the catalog metadata.

Land Transport Authority (LTA) reports how many Certificates of Entitlement (COEs) are revalidated each year for existing vehicles in Categories A through D. The annual CSV supports analysis of Singapore’s vehicle quota system beyond fresh COE bidding. Transport researchers can relate revalidation volumes to fleet ageing and policy on extending vehicle life. Coverage in the catalog runs from 2006 through 2017 for this single-dataset collection.

Singapore Land Authority (SLA) publishes monthly geospatial boundaries of state lands managed by SLA-appointed managing agents across Singapore. SLA Managing Agent layers in GEOJSON and KML help analysts see which parcels are overseen by which agents for land administration transparency. Property and GIS professionals can overlay agent jurisdictions on cadastral basemaps. The collection supports operational understanding of Singapore state land stewardship arrangements.

MSF directory of disability services in Singapore, published as open geospatial data. GEOJSON, KML, and SHP formats help caregivers, social workers, and app developers locate supported programmes and facilities. Ad-hoc updates reflect changes in the disability services landscape as providers open or relocate. The collection supports inclusive planning and referral tools without maintaining private spreadsheets. It is the spatial companion to MSF’s disability support information on Singapore’s data portal.