Dataset collections

Land Transport Authority (LTA) transit GIS data in this collection pinpoints taxi stop locations across Singapore for wayfinding and curb management. GEOJSON and KML datasets LTA Taxi Stop support mobility apps, accessibility planning, and last-mile connection studies near rail and bus nodes. Developers integrating pick-up points should refresh from LTA’s ad-hoc published layer rather than assuming real-time stand availability. Points represent designated taxi stops, not all hail-and-ride kerbs.

Republic Polytechnic lists part-time courses offered in 2017 in this education open data collection. The CSV Republic Polytechnic Part-Time Courses 2017 supports skills training discovery and institutional benchmarking for continuing education in Singapore. Course seekers and workforce agencies can scan RP’s published part-time catalogue for that academic year. Listings reflect RP’s 2017 course inventory rather than current intake or fees.

Housing & Development Board (HDB) releases quarterly median resale prices for registered applications sorted by town and flat type across Singapore. The CSV applies exclusions for non-market transactions and suppresses medians when fewer than twenty deals occur in a town–flat type cell. Home buyers benchmarking HDB towns can compare fiftieth percentile prices rounded to the nearest hundred dollars. Coverage spans 2007 Q2 through 2023 Q2 in the catalogued quarterly file.

Nanyang Polytechnic (NYP) annual open data lists GCE O-Level aggregate cut-off points (ELR2B2) by diploma course for Joint Admissions Exercise intake. The CSV spanning 2014 through the catalog end helps prospective students compare competitiveness of NYP programmes in Singapore’s post-secondary landscape. Education counsellors can explain how net aggregates after CCA bonus points define the lowest admitted rank. Figures reflect JAE outcomes rather than direct polytechnic applications.

ICA publishes Singapore live-birth statistics by parents’ ethnic group in this vital-records collection. The CSV Live-Births By Ethnic Group of Parent supports demographers studying fertility patterns across Chinese, Malay, Indian, and other communities in Singapore. Policy researchers and journalists reporting on population diversity can link the series with other ICA birth tables on data.gov.sg. Catalogue coverage spans 2019 through 2021 for this annual release aligned with the national births and deaths report.

Urban Redevelopment Authority (URA) publishes other text annotations displayed on Master Plan 2014 cartography as amendment layers. GEOJSON and KML member datasets titled Amendment to MP2014 Other Text help mapmakers maintain labelling consistency across Singapore planning products. GIS teams assembling master plan map stacks can include this text layer with complementary polygon and line amendments. Explore URA MP2014 other-text open data for annotation workflows.

URA geospatial amendments to Master Plan 2014 document indicative footprints of national monument buildings in Singapore. KML and GEOJSON layers support heritage planners overlaying protected monument sites on development control maps. Conservation architects and GIS teams can align project buffers with updated MP2014 monument geometry. The ad-hoc release reflects statutory plan revisions without replacing the full MP2014 monument inventory elsewhere on the catalog.

Urban Redevelopment Authority (URA) private residential market data in this collection reports quarterly sale positions for Executive Condominium projects that have met pre-requisites for sale, including developer licensing and building plan approval. The CSV dataset covers 1999 through mid-2023 for analysts tracking EC launch pipelines under the Housing Developers (Control and Licensing) Act framework. Housing economists can relate sold versus unsold inventory to regulatory gates described in the official text. Figures summarise project-level sale positions, not individual buyer transactions.

Ministry of Health (MOH) tracks the number of doctors per 10,000 total population in Singapore over a long annual series. The CSV dataset titled Medical Practitioner Per 10,000 Total Population supports health workforce planning and international benchmarking studies. Policy analysts examining doctor supply relative to population growth can use this MOH indicator without inferring unpublished breakdowns. This collection provides open access to Singapore’s headline medical practitioner density statistic.

People’s Association published an ad-hoc CSV list of Institutions of a Public Character (IPC) participating in the CDC Voucher Donation campaign. Donors and community groups can identify eligible charities when directing voucher contributions in Singapore. The IPC List UAT dataset covers a defined campaign window in the catalog metadata. Users should verify current campaign rules on PA channels because ad-hoc releases may lag operational updates.

PUB, Singapore’s national water agency, documents NEWater tariff information in this collection for the 2018 through 2021 coverage window. The official description explains that water tariffs recover collection, treatment, and distribution costs charged on consumption, while the CSV NEWater Tariff provides the published tariff series. Utilities economists and household researchers can study recycled water pricing alongside other PUB tariff collections on Data.gov.sg. Tariff tables reflect PUB’s published schedules rather than individual bill calculations.

This ICA Singapore collection details deaths by cause and type of medical certification, drawn from national registration reporting. The CSV member file supports mortality research where certification practices affect how causes are recorded under ICD-10 tabulation lists. Health analysts and academics studying Singapore death statistics can combine the dataset with other ICA cause-of-death releases on data.gov.sg. Annual data are listed for 2019 through 2021 in the catalogue metadata.

Ministry of Law reports how many Assigned Solicitors remain active by taking at least one Legal Aid Bureau case each year. The CSV dataset supports research on legal aid capacity and pro bono participation in Singapore’s justice system. Legal services planners and access-to-justice advocates can review trends across the published financial-year coverage. Use this Ministry of Law collection for annual counts of active assigned solicitors.

Urban Redevelopment Authority (URA) Master Plan 2019 spatial data in this collection maps indicative landscaped rooftop polygons from the Parks and Waterbodies SDCP. GEOJSON and KML member datasets support green building and urban heat island studies in Singapore planning GIS. Architects reviewing sky-rise greenery controls can overlay the layer with development proposals while consulting full SDCP guidelines on URA’s site. Polygons are indicative planning geometry, not as-built rooftop surveys.

NEA monitors carbon monoxide in Singapore’s ambient air through this annual pollutant collection. The CSV tracks maximum eight-hour mean CO concentrations referenced to WHO guidelines, complementing other NEA air-quality datasets on ozone, PM2.5, and more. Environmental researchers and air-quality modellers working on Singapore urban emissions can use the 2000–2021 series for trend analysis and regulatory context. Download the member dataset Air Pollutant - Carbon Monoxide (Maximum 8-Hour Mean) for machine-readable values.

Urban Redevelopment Authority (URA) supplies road name annotations as Master Plan 2014 amendment geodata in GEOJSON and KML formats. Cartographers and GIS developers maintaining Singapore street labels on planning basemaps can sync this layer with other MP2014 text amendments. Transport and urban researchers referencing official road naming on plan products benefit from dedicated open-data releases. This URA collection covers Amendment to MP2014 Road Name layers.

URA Master Plan 2019 geospatial data includes an indicative underground structure and infrastructure layer approved with the November 2019 plan. GEOJSON and KML files highlight selective subsurface features for planners coordinating basements, tunnels, and utilities in dense Singapore. Engineers and GIS teams should consult ura.gov.sg for the latest Master Plan because this extract may predate subsequent amendments. The layer supports 3D-aware planning without exposing sensitive operational detail beyond published outlines.

National Environment Agency climate and energy indicators for Singapore include energy consumption per dollar of GDP expressed as percentage improvement from 2005 levels in this collection. The CSV Energy Consumption Per Dollar GDP (% Improvement From 2005 Levels) supports sustainability reporting and national energy intensity tracking from 2007 through 2013. Policy analysts benchmarking decoupling of growth and energy use can download NEA’s published series directly. Metrics follow NEA’s official energy-GDP methodology rather than sectoral bottom-up inventories alone.

ICA compiles long-run Singapore demographic balances in Live-Births, Deaths & Natural Increase by Ethnic Group from 1971 onwards. The single CSV member dataset enables historians and demographers to chart how natural increase evolved across ethnic communities over five decades. Students of Singapore population policy and journalists covering fertility or ageing trends can anchor narratives in this official vital-statistics series. The collection is updated annually through 2021 in the open-data catalogue.

Land Transport Authority (LTA) geospatial open data maps traffic signs across Singapore’s road network as point features. Signs in the layer regulate, warn, guide, or inform all road users. The collection bundles LTA Traffic Sign in GEOJSON plus a KML companion for the same locations. GIS teams, navigation developers, and transport researchers can overlay sign positions on base maps or analyse signage density by corridor. Ad-hoc releases support planning and safety studies without scraping proprietary map services.

PUB, Singapore’s national water agency, publishes potable water sales volumes in this collection from 2008 through 2021. The annual CSV Volume of Potable Water sold, Annual reports sales in million cubic metres split between domestic and non-domestic customers for water demand planning. Utilities researchers and sustainability analysts can track sectoral consumption trends using PUB’s official classification. Volumes reflect billed sales aggregates, not real-time network flows.

Ministry of Law open data on cases registered at Singapore’s Community Mediation Centre (CMC), identified by registration date and a unique case identifier. The annual CSV helps researchers and legal aid planners study neighbourhood dispute resolution uptake without accessing case files. Community mediators and social service agencies can benchmark CMC caseload trends against other dispute channels. Coverage spans registrations from 2011 through 2015 on Singapore’s government data portal.

Daily NEA updates map Aedes mosquito breeding habitats in Singapore’s South West region for dengue control. The GEOJSON member layer Aedes Mosquito Breeding Habitats - South West ties provisional sites to recent case and inspection activity described in the official metadata. Community groups and GIS developers can integrate the feed with other regional NEA habitat collections on data.gov.sg. Users should treat dengue case counts as subject to change after epidemiological review.

Health Promotion Board (HPB) open data captures results from the National Workplace Health Promotion Survey, which measured how widely private companies in Singapore ran workplace health promotion programmes (WHPP). The collection includes a CSV covering the 2006 and 2010 survey waves before the series was discontinued. Researchers studying occupational health policy and corporate wellness adoption in Singapore can compare participation trends across those years. The dataset is a historical snapshot rather than an ongoing monitoring series.