Dataset collections

Singapore Civil Defence Force data on locations of household and public bomb shelters in Singapore. The annual collection for 2016–2017 helps residents and planners understand civil-defence shelter coverage at a directory level. Researchers studying urban resilience can relate shelter networks to housing typologies and emergency planning. Catalogue entries may exist without attached files in some snapshots, but metadata still describes the directory intent. It supports public awareness of SCDF shelter geography in open government data.

Ministry of Manpower (MOM) catalogues quarterly Average (Mean) Monthly Nominal Earnings per employee by sex for Singapore’s CPF-contributing workforce. Although member datasets may be linked elsewhere on the portal, the collection documents AME methodology, inclusions, and limitations in detail. Labour economists use AME as a timely gauge while noting skew from high earners and changing full-time versus part-time mix. Official guidance points users to median income series for typical worker benchmarks.

Urban Redevelopment Authority provides geospatial boundaries for subzones used in Singapore’s 2010 Census of Population, published by the Department of Statistics. KML and SHP files align with Master Plan 2008 planning areas and Singapore Land Authority’s 2010 island profile. Demographers and GIS users can reproduce census geography for small-area analysis. Official notes caution that planning boundaries are forward-looking and may diverge from built form. The collection links historical population tabulations to consistent map units.

Singapore Police Force groups annual statistics on cases recorded for selected major offences in this open-data collection. Figures derive from the Annual Statistical Report on Crime in Singapore, as noted in the official description. Criminology researchers and journalists tracking long-run offence trends can start from the catalog entry and follow the source URL for the latest tables. Coverage years are defined in the collection metadata for reproducible analysis.

MOM catalogues mid-year Comprehensive Labour Force Survey indicators describing key characteristics of Singapore’s resident labour force from 1991 through 2022. Residents comprise citizens and permanent residents; breaks in 1995, 2000, and 2005 reflect census and General Household Survey years when the labour force survey was not run. Footnotes document income median definitions, full-time hour thresholds, and 2007 population rebasing for comparability. Labour economists use the collection as the portal entry for headline participation, employment, and income trends among residents.

Urban Redevelopment Authority (URA) Master Plan 2014 layers include an indicative nature line offset from boundaries of nature reserves, nature areas, and national parks in Singapore. KML and SHP renditions support planners interpreting green buffers on statutory development plans. Conservation researchers and GIS users can align local analyses with URA’s published SDCP symbology. The ad-hoc geodata is a planning reference rather than a legal land title boundary.

Ministry of Manpower (MOM) annual statistics on job vacancies in Singapore, classified by industry and occupational group. The series draws on the Labour Market Survey and documents how unfilled posts are counted when employers actively recruit from outside the establishment. Labour economists and workforce planners use these figures alongside other MOM releases to read hiring demand across sectors. Methodology changes from 2006 and 2010 are described in the official notes for consistent long-run comparison.

Singapore Food Agency catalogued licensed supermarkets in Singapore as an annual open-data collection for the stated coverage window. Retail compliance teams and food security analysts use such listings to verify licensed grocery outlets. The export snapshot showed no attached datasets, so users should check data.gov.sg for current CSV or API releases. Official metadata mirrors the collection title without extended field definitions. The collection signals SFA’s role in supervising supermarket licensing.

Ministry of Education statistics on government recurrent expenditure per student across pre-tertiary, ITE, polytechnic, and university tracks. Extensive footnotes in the official description clarify exclusions such as independent schools and reclassifications from FY2012 and revised FY2018. Analysts benchmarking fiscal effort on education use the annual series from 1986 through 2021. The collection supports cross-sector comparisons of per-pupil or per-student funding without detailed budget papers. It is a key MOE open-data reference for education spending intensity in Singapore.

Ministry of Manpower (MOM) Comprehensive Labour Force Survey tables on residents aged 15 and over in the labour force, by highest qualification and sex. Mid-year estimates from 1991 through 2022 support skills and gender-gap analysis, with gaps in 1995, 2000, and 2005 when census years precluded the survey. Footnotes document population rebasing for 2007 comparability with 2008 onwards. Labour economists use the collection for qualification upgrading trends without microdata access. It anchors MOM open statistics on resident workforce educational profiles.

Urban Redevelopment Authority maintains a geospatial layer showing the number of dwelling units in private residential properties across Singapore for the current reporting year, including both occupied and vacant homes. The collection supports planners mapping housing stock at project or precinct level outside the public HDB sector. GIS teams can integrate the layer with URA’s broader private residential statistics when files are published. The catalog entry documents URA’s dwelling-unit count surface for live planning dashboards.

Urban Redevelopment Authority (URA) planning cartography includes text annotations for nature reserves, nature areas, and national parks on MP08 mapsheet products. The MP08 Mapsheet Nature Text collection offers KML and SHP layers for GIS teams reproducing plan graphics. Planners aligning development brochures with URA symbology can reuse these labels in Singapore mapping workflows. The ad-hoc release complements polygon and line nature layers in the Master Plan 2014 family.

MOM wage statistics on median monthly basic and gross pay for common occupations, by age and establishment size across all industries. The 2021 reference period snapshot supports pay benchmarking for HR and collective bargaining research. Catalogue metadata describes the series even when downloadable member files are absent in some portal views. Analysts pair it with other MOM occupational wage releases for fuller labour-market context. The collection documents Singapore open-data coverage of occupation-level median wages.

URA Master Plan 2014 Parks and Waterbodies SDCP layer for landscape rooftop areas in Singapore. KML and SHP formats describe indicative polygons where rooftop landscaping is planned or controlled. Built-environment professionals and students of urban greening can study how SDCP guidelines shape sky-rise greenery. The dataset pairs with other MP14 SDCP park and waterbody layers for comprehensive spatial analysis.

MOM’s open-data collection describes unemployed residents aged 15 and over broken down by highest qualification attained, age, and sex, based on mid-year Comprehensive Labour Force Survey results from 2010 through 2022. Residents include Singapore citizens and permanent residents. Labour market analysts examine how unemployment clusters by education and demographics during economic cycles. The catalog entry preserves official sourcing and definitions even when downloadable tables are not currently attached.

National Parks Board (NParks) geospatial data on indicative lamp-post locations within parkland under NParks management. The ad-hoc collection helps lighting engineers and park planners audit outdoor illumination assets for safety and energy studies. GIS teams can overlay lamp posts with trails, facilities, and crime-prevention lighting programmes. Catalogue entries may list the dataset even when files are not currently attached. It supports open spatial inventory of park infrastructure in Singapore.

URA annotation layer from the Master Plan 2014 SDCP AGU plan showing MRT station names across Singapore’s rail network. Available in KML and SHP, the data supports cartographic products and planning maps that label rapid transit stops consistently. Transport planners and open-map communities can align station naming with official master plan symbology. It complements other URA rail and annotation layers for Singapore urban planning GIS workflows.

Ministry of Social and Family Development (MSF) documents annual statistics on volunteers serving with the Rehabilitation and Protection Group (RPG), who befriend and mentor children, young persons, and families needing safeguarding support in Singapore. Coverage spans reporting years from 2010 through 2021. Social service researchers use the collection to contextualise community involvement in youth justice and family protection programmes. Official narrative emphasises volunteers’ partnership role alongside MSF professionals.

Government Technology Agency published a snapshot open-data collection listing services available in the Canberra estate in Singapore. The ad-hoc catalog entry documents a point-in-time directory for that new town’s resident-facing offerings during the coverage date in September 2022. Community apps and estate guides can reference the collection metadata even when no downloadable datasets are attached. It illustrates how GovTech curates hyper-local service inventories on data.gov.sg.

Urban Redevelopment Authority (URA) statutory development control planning layers include indicative waterbody polygons for Singapore. SDCP Waterbody is available in KML and SHP for overlay on base maps and hydrological context in planning studies. GIS users interpreting Master Plan water features can align local maps with URA’s published SDCP geometry. The ad-hoc geodata supports spatial analysis of inland water areas on development plans.

Singapore Civil Defence Force (SCDF) directory of fire stations across the island. The Fire Stations KML layer supports emergency preparedness apps, response-time studies, and public safety education in Singapore. Civic mappers and researchers can plot SCDF facility locations against population and land use. Open geospatial format helps integrate fire station data into broader public safety open-data projects.

Ministry of Finance open-data collection documents government headcount and establishment figures for Singapore public service ministries. Latest financial years show budgeted establishments, the prior year revised establishments, and earlier years actual headcounts per official definitions. Researchers studying civil service sizing must distinguish authorized posts from filled roles ministries may leave vacant. The export listed no attached datasets, so users should verify current files on data.gov.sg. Metadata explains why establishments can exceed on-board strength.

Building and Construction Authority (BCA) catalogs listing of Temporary Occupation Permits (TOP) issued for Singapore construction projects. Official fields cover project details, architect of record, project cost, and residential unit counts as described in the collection metadata. Property analysts and housing researchers use TOP listings to study completion pipelines and development scale. Refer to the catalog coverage window when aligning downloads with historical market studies.

Ministry of Social and Family Development (MSF) catalogues annual open data on adult protection investigations conducted by MSF Adult Protective Service under the Vulnerable Adults Act and Women’s Charter in Singapore. The collection documents safeguarding workload trends for researchers studying elder abuse and vulnerable adult interventions. Policy analysts can reference the metadata for coverage from 2016 through 2021 even when no files are currently attached. It signals MSF’s transparency commitment on protective service statistics.