Dataset collections

Ministry of Education annual staffing and enrolment statistics for Singapore schools by level. The CSV counts students, education officers, and education partners (administrative and allied staff excluding cleaners and guards) with notes on mixed-level schools and transitional deployments. Education researchers and workforce planners study public school human-resource intensity across primary, secondary, and post-secondary sectors. Data cover 2003 through 2021 on Singapore’s open education catalogue.

ICA enforcement statistics include annual counts of persons arrested for harbouring immigration offenders in this Singapore border-security collection. The CSV Number of Harbourers of Immigration Offenders arrested from 2011 onwards helps researchers and journalists track trends in abetment cases linked to illegal immigration. Pair the series with other ICA immigration offence tables for context on compliance and enforcement from 2011 through 2021. Download the member dataset for year-by-year breakdowns in CSV format.

Land Transport Authority (LTA) reports monthly age distributions of motor vehicles registered in Singapore, excluding road-tax-exempt vehicles. The CSV Age Distribution of Motor Vehicles dataset helps transport economists and emissions modellers understand fleet ageing over the published monthly window. Policy researchers studying vehicle turnover and renewal schemes can analyse cohort shares by age band. This LTA collection supports open-data exploration of Singapore motor vehicle age structure.

Inland Revenue Authority of Singapore (IRAS) open data in this collection reports GST-registered businesses in Singapore by entity type for financial years 2011 through 2022. The CSV dataset GST Businesses by Entity Type covers corporates, sole proprietorships, partnerships, and other categories. Tax policy researchers and business analysts can track how the registered business population shifts across legal forms over time. Counts reflect IRAS registration status rather than active trading or revenue.

Immigration and Checkpoints Authority vital statistics on still-births in Singapore by mother’s ethnic group and child gender. The annual CSV supports demographers studying perinatal outcomes and ethnic differentials published in the Report on Registration of Births and Deaths. Public health planners use the series alongside live-birth tables for complete fertility analysis. Coverage includes 2019 through 2021 on Singapore open population data.

IRAS transparency on tax investigations appears in this annual Singapore revenue collection. The CSV Tax and Penalty Arising from Investigations reports case counts and aggregate tax and penalties recovered across financial years FY2002–FY2022. Compliance researchers, forensic accountants, and policy watchers studying deterrence in Singapore’s tax system can analyse how investigation outcomes trend over two decades. Use alongside other IRAS collection statistics on data.gov.sg for enforcement context.

URA quarterly open data reports uncompleted private residential units sold in the quarter, broken down by market segment (CCR, RCR, OCR, and completed projects). Figures compile licensed developers’ returns on options issued, submitted weekly to URA since 25 May 2015. The CSV helps analysts gauge pipeline sales momentum before projects obtain temporary occupation permits. Segment definitions follow URA postal-district and planning-area boundaries documented in linked CCR/RCR maps.

Singapore Police Force spatial data defines the Shangri-La Hotel special zone established for the 32nd ASEAN Summit under the Public Order notification schedule. Member datasets are published in KML and GEOJSON for mapping summit-era security and access control boundaries. Researchers studying major-event public order planning or historic summit geography in Singapore can overlay the zone on basemaps. The geometry reflects the notified area rather than current operational restrictions.

Urban Redevelopment Authority records of conservation shophouse sites sold as agent for the State under Singapore’s Government Land Sales programme. The CSV documents releases from 1987 through 2007 for heritage property researchers tracking conservation sales cycles. Developers and conservation architects study site history before restoration tenders. This ad-hoc URA collection anchors open data on statutory conservation land disposals.

Institute of Technical Education (ITE) fee schedules for part-time Higher Nitec programmes appear in this Singapore skills-training collection. The CSV Course fees of part-time Higher Nitec courses offered in ITE breaks costs by year and participant category, helping adult learners and training providers budget for continuing education. Policy analysts comparing subsidised pathways in Singapore’s vocational sector can link fees with enrolment datasets from ITE and other agencies. Annual coverage spans 2013 through 2023.

Central Provident Fund Board (CPF) statistics in this collection track the employer default indicator for Singapore workplaces. The quarterly CSV Employer default indicator reports the share of employers who fail to settle late CPF payments within one month after the grace period ends. Labour economists and compliance analysts can monitor payment discipline alongside official CPF enforcement narratives. The metric is a percentage series as defined in the catalogue, not individual employer identifiers.

Housing & Development Board statistics on flat buyers and owners applying to finance new purchases or refinance existing HDB mortgages with bank loans instead of HDB loans. The annual CSV helps housing economists track bank participation in public housing finance from 2008 through 2022. Mortgage brokers and policy analysts study shifts between HDB concessional loans and market rates. This collection supports Singapore open data on public housing loan choice.

ICA operational data on parcel post clearance volumes is published in this Singapore trade-and-logistics collection. The annual CSV Number of Parcels cleared at the Parcel Post Centre tracks how many packages passed through the centre from 2004 onwards, useful for e-commerce growth studies and customs capacity planning. Logistics analysts and researchers examining cross-border mail flows into Singapore can chart long-run trends through 2021 catalogue coverage. Single-member dataset format keeps the series easy to import into spreadsheets.

Urban Redevelopment Authority (URA) publishes parking places under its purview together with capacity counts for Singapore urban planning and mobility analysis. GEOJSON and KML datasets share the Capacity of URA Parking Places layer for mapping supply near activity centres. Transport planners and developers building parking guidance tools can geocode URA-managed bays and totals. Use this quarterly URA collection for open geospatial data on Singapore URA parking capacity.

Ministry of Health CSV open data counts graduates in healthcare specialisations by course across Singapore’s universities and polytechnics. The series spans medicine, nursing, allied health, dentistry, oral health therapy, and pharmacy pipelines, including Professional Conversion Programme intakes where noted. Workforce planners projecting hospital and community-care staffing can see how local training output changed year by year. Metadata documents school-level definitions and biennial speech-language pathology intake from 2007.

Singapore Tourism Board (STB) Overseas Visitors Survey data in this collection covers visitors’ profile dimensions including travelling companions for sample years in the catalogue coverage window. The annual CSV applies quota sampling at departure checkpoints with post-stratification weights aligned to arrival statistics. Tourism researchers and destination marketers can study companion travel patterns using the same methodology STB documents for face-to-face interviews. Interpret results within the survey’s stated sample design and coverage dates.

Land Transport Authority monthly motor vehicle population in Singapore by vehicle type for all vehicles registered and in use on roads. The CSV series supports transport modellers studying fleet composition, COE policy impacts, and mode share before newer LTA releases. Researchers compare cars, motorcycles, buses, and goods vehicles from 2012 through February 2018. This collection is a staple Singapore open mobility statistic for historical fleet trends.

Elections Department publishes the 2015 electoral boundary dataset demarcating constituencies used for Parliamentary and Presidential elections in Singapore. GEOJSON and KML files share the Electoral Boundary 2015 layer for political geography, civic education, and GIS mapping. Researchers studying redistricting and voter distribution can overlay 2015 divisions with population and planning data. Explore this collection for open geospatial data on Singapore 2015 electoral divisions.

National Parks Board (NParks) geospatial open data delivers a high-resolution coastal and marine habitat map of Singapore circa 2018. Classification combined satellite imagery, bathymetry, and expert ground truthing into a GEOJSON layer. Marine ecologists and coastal managers can analyse seagrass, reef, and intertidal extents for conservation planning. The ad-hoc release documents baseline habitat patterns before major reclamation or restoration projects.

Immigration and Checkpoints Authority annual live-birth tables for Singapore by mother’s ethnicity, age group, and child gender. The CSV aligns with the Report on Registration of Births and Deaths for fertility and cohort analysis. Demographers cross-tabulate births with still-birth and marriage statistics on the open data portal. Coverage spans 2019 through 2021 for recent ethnic and age-specific fertility patterns.

Info-communications Media Development Authority (IMDA) enterprise survey statistics appear in this collection as computer usage broken down by employment size for Singapore businesses. The annual CSV Computer Usage Amongst Enterprises by Employment Size follows methodology collected under the Statistics Act with confidentiality protections noted officially. ICT adoption researchers can compare hardware use across firm sizes while respecting survey sampling from DOS establishment frames. Equipment counted may include PCs not owned by the enterprise when used for business work.

Ministry of Manpower count of industrial stoppages in Singapore each year. The annual CSV offers a simple labour-relations indicator for economists and union researchers tracking strike and lockout incidence from 2005 through 2022. Analysts pair the series with wage and employment data for industrial peace benchmarking. This collection documents Singapore open manpower statistics on work stoppages.

Urban Redevelopment Authority CSV data on vacant sites sold through Singapore’s Government Land Sales programme, covering state land releases for commercial, hotel, and private residential development from 1992 through 2016. The Vacant Sites Sold By URA table helps analysts study GLS outcomes, reserve-list versus confirmed-list dynamics, and historical land-supply patterns. Useful for property market research, urban economics, and official Singapore state land sales records.

URA quarterly statistics count uncompleted private residential units launched in each quarter, split by CCR, RCR, and OCR market segments in Singapore. Developer returns submitted weekly since May 2015 feed the Uncompleted Private Residential Units Launched in the Quarter CSV. Housing supply analysts can monitor launch pipelines distinct from sales and completions data. Official metadata links to URA maps defining core versus rest of central region boundaries.