Dataset collections

Singapore Tourism Board (STB) visitor analytics in this collection summarise monthly international visitor arrivals by region or country of residence and gender for selected markets from 2013 through 2015. The CSV Summary Of Characteristics Of IVA From Selected Markets-Gender, Monthly supports tourism marketing and aviation demand studies with quarterly dataset refreshes noted officially. Analysts must apply STB's ASEAN definition excluding Singapore when reading regional tables. Scandinavia is defined as Denmark, Norway, and Sweden in the metadata.

Singapore Tourism Board (STB) maps tourist attractions across the island in this open data collection. Datasets Tourist Attractions are published in GEOJSON, KML, and SHP for travel apps, economic impact studies, and destination marketing GIS. Visitors and researchers can explore STB-curated attraction points alongside other STB location layers. Attraction inclusion follows STB’s published tourism geography rather than crowd-sourced reviews.

ITE continuing education and training (CET) capacity for Singapore appears as training places for skills and continuing academic education programmes. The annual CSV Training Places of CET Skills And Continuing Academic Education Programmes at ITE supports analysis of adult learning supply at the national technical education institute. Workforce agencies comparing CET intake with full-time ITE collections can study complementary pathways. Place counts reflect ITE programme offerings reported administratively.

Land Transport Authority (LTA) supplies kerb line geometry for Singapore’s road network in this geospatial collection. Member datasets include GEOJSON and KML formats of the same LTA Kerb Line layer for GIS mapping, street design, and transport planning. Urban planners, logistics analysts, and developers building navigation or curb-management apps can align features with other LTA road datasets. Explore kerb alignment data to support Singapore land transport and smart-city mapping projects.

Ministry of Health directory of clinics participating in the Community Health Assist Scheme (CHAS) across Singapore. Daily-updated CHAS Clinics layers in KML and GEOJSON help residents locate subsidised primary care near home or work. Health economists and NGOs map scheme coverage against ageing estates and chronic disease programmes. Email MOH or scheme administrators for operational queries beyond what the spatial files provide.

Urban Redevelopment Authority (URA) releases amendment layers tied to Master Plan 2019, including other line works extracted from the latest plan. GEOJSON and KML datasets carry the same amendment title for overlay with zoning and infrastructure maps. Planners and GIS users studying Singapore urban transformation should cross-check URA’s website for the most current master plan. This collection supports spatial analysis of indicative line features in the MP2019 amendment series.

Central Provident Fund (CPF) Board releases quarterly open data on how many members participate in CPF Investment Schemes for Ordinary and Special Accounts. The end-of-quarter CSV supports analysis of retail uptake of CPFIS-linked products in Singapore’s retirement savings framework. Financial researchers and policy analysts can chart participation trends from 2006 through the catalogued period. The series is one of several CPF investment and withdrawal collections on the portal.

Ministry of Law publishes an annual snapshot of the number of licensed moneylenders operating in Singapore. The CSV dataset Number of licensed moneylenders supports consumer protection research and regulatory trend monitoring from 2013 through the catalogue end date. Economists and legal practitioners can track licensed lender counts without inferring individual firm identities from the aggregate series. Figures reflect MOJ administrative licensing returns as officially described.

JTC Corporation geospatial open data on land parcels under Temporary Occupation License in Singapore industrial estates. GEOJSON and KML datasets show where short-term occupiers hold TOL arrangements on JTC-managed sites, supporting estate management and compliance monitoring. Logistics planners and researchers studying interim land use on Jurong Island and other JTC zones use these layers with JTC lease datasets on data.gov.sg. Updated on a half-yearly frequency per catalogue metadata.

Republic Polytechnic lists short courses offered in 2019 through a single CSV dataset on Singapore’s open data portal. Prospective learners, career counsellors, and skills-training researchers can browse course offerings from this autonomous university. The collection supports education planning and continuing education research for polytechnic-delivered short programmes. Use it to discover Republic Polytechnic’s 2019 short-course catalogue in machine-readable form.

Urban Redevelopment Authority (URA) Master Plan 2019 SDCP layers include indicative Car Lite Precinct polygons from the Connectivity Plan special detailed control plan. GEOJSON and KML renditions let planners overlay walk-cycle-transit oriented precincts on Singapore base maps. Transport and urban design researchers can study where URA signals reduced car reliance in medium-term planning. The layer is indicative guidance and may not match built-out conditions on the ground.

Urban Redevelopment Authority (URA) Master Plan 2019 SDCP spatial data includes leader lines for landed housing area text labels in Singapore. GEOJSON and KML datasets Master Plan 2019 SDCP Landed Housing Area Leader Line layer support cartographic labelling in planning GIS workflows. Architects and planners working on landed housing precincts can align map annotations with the SDCP Landed Housing Area Plan. Leader lines are indicative cartographic aids tied to URA’s SDCP documentation.

Urban Redevelopment Authority (URA) provides indicative building footprint polygons from the Master Plan 2019 approved on 18 November 2019. KML and GEOJSON datasets let planners, architects, and researchers overlay built-form guidance across Singapore. GIS developers can integrate building layers with land-use and transport data for urban analytics. Refer to URA’s website for the latest master plan while using this collection for MP2019 building geometry.

URA private residential development statistics report annual approvals, construction commencements, and completions from 2013 through September 2018. The CSV Approval, Construction Commencement & Completion of Private Residential Properties, Annual supports property market supply analysis excluding hostels, HDB flats, tenement houses, parsonages, and Executive Condominiums per official notes. Developers and economists can model pipeline timing using URA's published counts. Coverage ends 2018-09-30 as stated in catalogue metadata.

Republic Polytechnic (RP) reports part-time enrolment figures for 2019 in this Singapore education open data collection. The CSV Republic Polytechnic Part-Time Enrolment Figures 2019 supports lifelong learning uptake analysis and polytechnic planning conversations. Education researchers comparing part-time pathways across autonomous institutions can use RP’s published 2019 snapshot. Programme scope follows RP’s official part-time enrolment definitions for that academic year.

Info-communications Media Development Authority (IMDA) survey statistics on infocomm jobs in Singapore, including employment and vacancies. The Number of Infocomm Jobs (Employed and Vacancies) CSV summarises annual results from the statutory Infocomm Manpower Survey conducted since 1999 under the Statistics Act. Tech workforce planners, economists, and educators assess sector hiring conditions and talent gaps relative to digital economy goals. Sample design follows SSIC-stratified establishment frames maintained by the Department of Statistics.

MOE annual open data summarises A-Level performance, including the share of students with at least three H2 passes plus a pass in General Paper or Knowledge and Inquiry. The CSV tracks this benchmark from 1987 through the published coverage end. Education researchers comparing pre-university outcomes in Singapore can use the series alongside other national examination statistics. The collection offers a concise attainment indicator for university pathway readiness.

People's Association geospatial data locates Community Development Council boundaries for municipal coordination across Singapore. Community Devt Councils (GEOJSON) and Community Devt Councils (KML) help residents identify which CDC serves their area for programmes and grants. Civic tech mappers can overlay CDC polygons with constituency or town council layers. PA publishes the layer on an ad-hoc cadence.

URA Master Plan 2019 Parks and Waterbodies Plan data for Singapore includes indicative waterbody polygons under the SDCP framework. Member datasets Master Plan 2019 SDCP Waterbody layer are offered in GEOJSON and KML for green-blue infrastructure mapping. Urban ecologists and park planners can overlay waterbodies with connector and park layers from related URA collections. Polygons are indicative and must be read with the underlying SDCP parks and waterbodies plan.

URA Master Plan 2019 SDCP geospatial layer delineating Urban Design Guideline areas from the Urban Design Element Plan. GEOJSON and KML polygons show where detailed design controls apply to specific precincts in Singapore. Architects, urban designers, and conservation specialists overlay these areas with height, use, and heritage layers on data.gov.sg. SDCP guidelines complement the broader Master Plan zoning map.

National Library Board (NLB) catalogues digitised images drawn from National Library Singapore collections and partner institutions. The CSV listing covers photographs and artworks related to Singapore heritage and visual culture. Researchers, educators, and cultural heritage developers can discover metadata before accessing holdings or contacting [email protected] for enquiries. This collection supports Singapore open-data discovery of NLB digitisation programmes and collaborative archives.

Immigration and Checkpoints Authority (ICA) publishes annual live-birth statistics disaggregated by father’s ethnic group and child sex in Singapore. The Live-Births By Ethnic Group Of Father And Sex Of Child CSV draws from the Report on Registration of Births and Deaths for demographic analysis. Researchers studying fertility patterns and ethnic composition of newborns can work with structured open data instead of manual report extraction. Coverage in the catalog focuses on recent annual releases.

URA MP14 SDCP Landed Housing Area planning polygons safeguard indicative landed housing estates with housing type and permissible height controls. GEOJSON and KML MP14 SDCP LHA PLAN datasets support architects reviewing landed estate parameters in GIS. Controls are special detailed plan guidance that must be read with full URA SDCP documentation. Geometry is indicative rather than a land title search result.

National Library Board open data cataloguing Singapore websites archived by the National Library, Singapore. The National Library Singapore Archived Websites 2024 CSV lists captured domains valuable for studying digital culture, defunct services, and evolving online government and community presence. Researchers in web history, media studies, and public policy combine the registry with NLB web archive access workflows. For enquiries contact [email protected] as stated in the official description.