Dataset collections

MOE publishes secondary school enrolment in Singapore broken down by level and course in an annual CSV series. Secondary Enrolment by Level and Course captures Express, Normal Academic, Normal Technical, and related pathways with notes on merged streams and specialised schools. Education researchers modelling cohort flows can account for lateral transfers described officially. Long coverage from 1980 supports historical comparisons of Singapore secondary participation.

NParks publishes geospatial data on indicative segments of the Park Connector Network loop linking parks and nature sites around Singapore’s housing estates. The GEOJSON layer supports maps of cycling and walking routes that form part of the City in a Garden vision. Urban planners and recreational groups overlay connectors with park amenities to plan active mobility and community programmes. Ad-hoc releases reflect NParks’ ongoing expansion and refinement of the islandwide green corridor system.

Singapore Land Authority (SLA) provides a geospatial index covering the entire cadastral map series for Singapore as a graphic key to coverage and availability. Grid polygons depict 900 m by 600 m boxes spanning the island in GEOJSON and KML formats. Surveyors, conveyancers, and GIS users can locate which cadastral sheet applies to a site before ordering detailed maps. The daily-updated layer is foundational for Singapore land information workflows.

National Environment Agency (NEA) publishes annual open data on kilograms of domestic waste disposed per person per day in Singapore. The Solid Waste Management - Total Domestic Waste Disposed Per Capita CSV supports tracking how household waste generation compares over the catalogued years. Researchers studying resource recovery, incineration, and Zero Waste policy can use the series for per-capita benchmarking. Coverage spans 2000 through 2015 in the official metadata.

Ministry of Defence maps IPPT In Your Community training centres where NSmen and residents prepare for the Individual Physical Proficiency Test in Singapore neighbourhoods. GEOJSON, KML, and SHP renditions support fitness apps and community outreach maps. The collection helps users find conveniently located IPPT training venues outside camps. Open geodata complements other Mindef fitness location datasets on the national catalog.

URA Master Plan 2019 SDCP geospatial layers for park malls, promenades, and public links under the Parks and Waterbodies Plan in Singapore. GEOJSON and KML polygons show indicative public realm corridors planned alongside green and water features. Landscape architects and urban designers can integrate these boundaries into site and precinct studies. The collection aligns with other MP19 SDCP open layers on data.gov.sg.

Housing & Development Board CSV open data on HDB flat rentals approved from January 2021 onward, including the Renting Out of Flats series with coverage through August 2023. Declared market rents support housing affordability research, rental trend mapping, and study of Singapore public housing subletting, with HDB noting figures are indicative and unverified. Property analysts can explore flat-type and approval-date patterns.

Ministry of Health open data tracks how many overseas dental and pharmacy schools appear on schedules recognised by the Singapore Dental Council and Singapore Pharmacy Council. The annual CSV summarises listed institutions for professionals comparing international qualifications with Singapore registration rules. Official metadata points to PDF schedules on healthprofessionals.gov.sg for the authoritative school lists. Health workforce planners can monitor changes in recognised overseas training pathways.

Land Transport Authority (LTA) provides geospatial open data on vehicular bridges, underpasses, and flyovers across Singapore’s road network. The collection bundles GEOJSON and KML layers named LTA Vehicular Bridge/Underpass/Flyover for mapping and transport planning. GIS teams can overlay structures on base maps when studying connectivity, maintenance, or corridor design. Quarterly updates support ongoing spatial inventories of elevated and underground road assets.

URA’s Master Plan 2019 Other Text layer annotates waterbodies, islands, and supplementary labels across Singapore plan sheets. GEOJSON and KML exports help cartographers reproduce authoritative plan typography in digital maps. Planners cross-check coastal and island naming against the November 2019 approved plan baseline cited officially. For amendments after approval, users should consult the latest publications on https://www.ura.gov.sg/.

NEA geospatial data on dedicated columbaria in Singapore where niches are housed, covering government and private facilities. GEOJSON and KML layers help families and planners locate columbarium sites across the island. Researchers studying after-death infrastructure and land use can map niche capacity geography with other NEA mortality-related datasets. The collection supports public information on dedicated columbarium locations.

URA open data reports stock and vacant units of completed private residential properties in Singapore from 1988 through September 2019. The annual CSV excludes hostels, HDB flats, tenement houses, parsonages, and Executive Condominiums, focusing on private completed stock. Property economists study vacancy trends and supply overhang in the non-public housing market. Analysts pair the series with URA’s broader private residential statistics for market commentary.

Ministry of Health publishes household healthcare expenditure statistics as open data for Singapore residents and researchers studying medical costs. The Household Healthcare Expenditure CSV captures spending patterns across the catalogued period from 2002 onward. Analysts comparing affordability, insurance uptake, and ageing-related care can use the series alongside other MOH health financing releases. Frequency is listed as other in the catalog metadata.

Singapore Land Authority (SLA) open data summarises corporate performance on the number of approved strata lots in Singapore. The Approval of Strata Lots CSV time series helps analysts follow cadastral and strata-title processing trends over time. Conveyancing researchers and property professionals can download the file for spreadsheet analysis. Official notes indicate updates about every six months during the published coverage window through 2022.

Singapore Land Authority (SLA) records on government land sales sites, covering launch and award announcements in CSV form. Property analysts, surveyors, and historians track state land disposal programmes and successful tenders over the documented coverage window. The collection complements URA real estate pipeline and JTC industrial land releases on data.gov.sg. Useful for studying public land supply decisions affecting Singapore’s built environment.

Nanyang Polytechnic (NYP) annual open data on full-time student enrolment in Singapore’s polytechnic sector. The CSV Nanyang Polytechnic Full-time Student Enrolment 2013 - 2026 reports semester-level headcounts for planning and education research. Analysts comparing enrolment across autonomous institutions can use NYP figures alongside other polytechnic collections. Official metadata describes enrolment by semester as provided by the institution.

Singapore Customs publishes locations of licensed premises for petroleum products as Singapore open geodata. Member datasets include GEOJSON and KML files under Licensed premises for petroleum products for use in compliance mapping and supply-chain visibility. Businesses and regulators can identify authorised storage or handling sites without manual directory work. Ad-hoc releases reflect the customs licensing register in mappable form.

This Housing & Development Board (HDB) collection supports Singapore flat owners who are planning home renovation. It centres on the dataset of renovation contractors who can carry out renovation works, searchable by company name in CSV format. Use it to discover licensed firms listed in the Directory of Renovation Contractors (DRC), compare options before engaging a contractor, or build reference lists for community guides. The official listing includes important disclaimers about private engagement and HDB’s non-endorsement. Researchers and civic developers can link the directory to housing and consumer-protection topics on Singapore’s open data portal.

Republic Polytechnic published its 2019 catalogue of post-diploma courses for working adults and diploma graduates seeking further specialisation in Singapore. The annual CSV listing captures course offerings for that academic year, supporting prospective students comparing continuing education pathways. The collection mirrors RP’s credential ladder beyond full-time diplomas. Education planners reference the snapshot when studying polytechnic lifelong learning provision in 2019.

Energy Market Authority (EMA) releases annual statistics on total oil consumption by economic sector in Singapore, measured in kilotonnes of oil equivalent (ktoe). The Total Oil Consumption by Sector CSV supports energy policy analysis and sectoral demand comparisons from 2009 through 2019. Analysts modelling decarbonisation or industrial fuel use can align the series with other EMA energy open data. The collection contains a single tabular dataset updated on an annual cadence.

Energy Market Authority (EMA) publishes this Singapore open-data collection on grid-connected solar photovoltaic (PV) adoption. The CSV dataset reports the number of installations split by residential and non-residential user types, with annual and quarterly views. Analysts tracking clean energy, rooftop solar, and electricity-market trends can use it alongside other EMA statistics. It helps policymakers, businesses, and researchers understand how solar PV uptake differs across customer segments in Singapore’s power sector.

Ministry of Manpower publishes annual CSV data on salary claims lodged at the Tripartite Alliance for Dispute Management (TADM) in Singapore, broken down by claim item. Analysts should note each claim may include multiple items, so row counts do not equal unique disputes. Employment relations researchers can study which wage components drive tripartite mediation demand from 2018 through 2022. The collection supports transparency on Singapore workplace salary dispute patterns.

Ministry of Education (MOE) open data tracks the percentage of Normal (Technical) level cohort students who progress to the Institute of Technical Education (ITE) in Singapore. The CSV reflects students who enter ITE in the year immediately after the N(T)-Level examination. Education researchers studying vocational pathways and post-secondary transitions can use the annual series from 2008 to 2021. Figures help contextualise technical education uptake among N(T) graduates.

Health Promotion Board annual statistics on vaccination and immunisation of students in Singapore. The CSV tracks totals for diphtheria-tetanus, poliomyelitis, measles, mumps, and rubella immunisation as reported in the official scope. Public health analysts and school health researchers monitor childhood vaccine coverage through this open series from 2009 onward in the catalogue coverage. Figures aggregate student immunisation counts rather than clinical records.