Dataset collections

Council For Estate Agencies (CEA) maintains monthly residential property transaction records closed by licensed salespersons in Singapore. The single CSV dataset spans HDB resale flats, HDB rentals, private rentals, and private sales from 2017 through mid-2022. Home buyers, analysts, and proptech developers can study agent-mediated market activity without relying on anecdotal deal flow. Use this collection to benchmark CEA-reported residential closings against broader URA or HDB statistics on Singapore’s open data portal.

Singapore Tourism Board (STB) provides monthly CSV statistics on international visitor arrivals to Singapore by country of nationality for the 2013–2014 catalog window. Tourism economists can analyse source-market mix and regional shifts in inbound travel during that period. The series complements STB’s broader arrival and length-of-stay collections on data.gov.sg. Annual update cadence in metadata reflects STB’s historical reporting practice for nationality tables.

Institute of Technical Education (ITE) publishes annual course fees for full-time Diploma programmes offered in Singapore. The CSV titled course fees of full-time Diploma courses offered in ITE covers 2013 through 2023 for students and affordability researchers. Comparing fee paths across years helps contextualise technical diploma pathways relative to other post-secondary options. Single-dataset collection with annual refresh.

National Environment Agency (NEA) lists registered Environmental Control Officers (ECOs) in Singapore who oversee environmental compliance on development sites. The monthly CSV dataset carries the same title and helps contractors, developers, and regulators verify accredited officers. Environmental health professionals and construction-sector analysts can track the registered workforce supporting NEA’s control regime. Explore this collection for authoritative ECO registration data tied to Singapore’s building and environmental standards.

URA amendment layer showing indicative conservation boundary offset lines for Singapore’s Master Plan 2014 updates. GEOJSON and KML line data help heritage planners visualise buffer zones around conserved areas. Developers and architects assess proximity controls when evaluating sites near conservation precincts. The collection pairs with other MP2014 amendment and conservation footprint datasets from URA.

People’s Association (PA) reports how many PAssion Card members hold the community membership programme annually from 2011 through 2019. The CSV dataset titled “PAssion Card Members” supports studies of grassroots participation, loyalty programmes, and PA outreach scale in Singapore. Community researchers and civic app builders can track membership trends alongside other PA facility or programme collections. This annual open-data series helps quantify uptake of PA’s flagship membership card over the published decade.

Health Promotion Board (HPB) publishes annual student health screening figures on defective vision among school populations in Singapore. The CSV counts male and female students meeting Snellen VA ≥ 6/12 or LogMAR VA ≥ 0.30 thresholds used in school examinations. Educators and public health teams can monitor childhood vision burden and target screening programmes. Coverage spans 2009 through 2020 in the catalogued annual series.

IMDA classifies video games sold or distributed in Singapore, and this collection exposes searchable rating outcomes. The member CSV Video Games Classification Database (2023 to 2025) lists titles IMDA has rated, helping parents, retailers, and researchers understand content standards and age guidance. Game developers and media studies scholars can analyse classification trends alongside other IMDA content-regulation datasets. Catalogue years reference 2020–2022 while the dataset filename spans later rating cycles.

MOE indicator on the percentage of each Primary 1 cohort in Singapore that did not complete secondary education. The CSV Percentage of P1 Cohort who Did Not Complete Secondary Education supports education outcome monitoring and equity research. Official notes explain cohort year labelling, exclusions for overseas departure and medical leave, and preliminary figures for recent years. Policy analysts use the series to track completion trends over time.

National Parks Board (NParks) maps the indicative extent of Singapore’s two Tree Conservation Areas gazetted in 1991 to protect mature roadside and estate trees. The GEOJSON layer supports planners, developers, and homeowners checking where one-metre girth rules and Commissioner approval apply before felling. Environmental researchers can overlay TCAs with greenery and heritage layers on the open data portal. This collection translates decades-old conservation policy into geospatial boundaries for South Central and Eastern Singapore.

Land Transport Authority (LTA) provides annual insights into public transport journeys in Singapore, including average distance per trip. The CSV “Public Transport Journeys” dataset underpins analysis of how riders use MRT, LRT, and public buses together. Urban mobility researchers and transport planners can study trip length patterns and mode usage over the published coverage period. This collection supports Singapore smart-mobility and land-transport open-data exploration centred on passenger journey behaviour.

Singapore Land Authority open data summarising total area of state land sold to public sector agencies in Singapore. The CSV is updated every six months per SLA, supporting land administration transparency and inter-agency estate planning research. Analysts tracking how state land transfers support public infrastructure can use the published totals over the catalogue coverage period. Figures represent aggregate areas reported by SLA rather than individual transaction deeds.

Ministry of Education (MOE) reports the percentage of GCE O-Level school candidates in Singapore who passed English Language, with notes excluding Integrated Programme students and certain non-graduating-year sittings. The CSV tracks Grade C6 or better outcomes from 1997 through 2021 for literacy and equity studies. Education planners can benchmark English attainment trends against curriculum reforms. Official footnotes clarify cohort definitions for accurate interpretation.

Ministry of Education (MOE) tracks what share of each Primary 1 cohort in Singapore progresses to post-secondary education. The CSV dataset reports percentages over time, with official notes on timing, preliminary years, and institution types included—from junior colleges and polytechnics to ITE and arts schools. Education economists and school planners can study pathways ten years after P1. This collection anchors Singapore open data on cohort progression and equitable access to further study.

Land Transport Authority (LTA) and Town Councils contribute cycling path geometry to a half-yearly updated open geodata layer for Singapore. GEOJSON and KML renditions of the Cycling Path Network support active mobility maps and safety planning. Cyclists and app developers can trace off-road and on-network paths maintained across the island. The symbolic line representation suits GIS overlay on street basemaps.

Land Transport Authority (LTA) open data summarises annual motor vehicle population by vehicle type registered in Singapore. The CSV spans 2005 through 2020 for transport modellers studying fleet composition and road-demand growth. Policymakers reviewing car-lite strategies can relate counts to COE and licensing trends. Annual frequency matches LTA vehicle statistics publications.

NEA meteorological records of hourly wet-bulb temperature at the Changi Climate Station in Singapore. The CSV “Wet Bulb Temperature - Hourly” supports heat-stress and humidity research from 1982 through May 2019. Engineers studying outdoor work limits and urban heat island effects download the long archive. This climate collection is foundational Singapore open environmental data for thermal comfort analysis.

Singapore Tourism Board open data on annual tourism receipts and components for visitor spending in Singapore. The CSV Annual Tourism Receipts by Major Components draws on the Overseas Visitors Survey and complementary government statistics described in STB’s methodology. Hospitality analysts and macro researchers examine how receipts and per-capita spending evolve across major spending categories. Survey design covers departing visitors interviewed at air, sea, and land checkpoints.

Ministry of Education (MOE) tracks the share of Normal (Academic) level students who pass Mother Tongue Language annually from 2008 through 2021. The CSV dataset reports students achieving grade C5 or better, with notes excluding certain through-train pupils and counting higher-level offerings. Education researchers comparing N(A) pathways and language outcomes can use this alongside other MOE examination collections. The series supports open-data analysis of mother tongue attainment in Singapore’s secondary assessment system.

National Environment Agency (NEA) maps Cash For Trash stations where Singapore residents exchange recyclables for small cash rewards. Half-yearly GEOJSON and KML layers help apps show nearby collection points for paper, metal, and other accepted materials. Community programmes promoting recycling can embed authoritative NEA coordinates instead of manual lists. The collection supports Singapore’s broader waste minimisation outreach.

JTC Corporation publishes quarterly occupancy rates for ready-built industrial facilities in Singapore, broken down by product segment for 2017 through mid-2018. The CSV dataset aligns with JTC’s industrial property market statistics programme linked in the official description. Industrial real estate analysts and economic agencies monitoring factory space utilisation can benchmark JTC estates against broader manufacturing trends. This collection supports open-data exploration of built-to-suit versus ready-built demand in Singapore’s industrial land portfolio.

Urban Redevelopment Authority (URA) releases quarterly CSV statistics on rentals of non-landed private residential buildings in Singapore. Median, 25th and 75th percentile rents and contract counts cover major projects with at least ten signed leases per quarter and 100 or more units overall. Tenants, landlords, and property analysts can benchmark condo leasing without scraping fragmented listings. Catalog coverage centres on the 2023 Q2 window in the published file.

Ministry of Law publishes annual statistics on moneylender licences in Singapore that were not renewed because of licensing action. The sole CSV dataset matches the collection title and supports research on regulatory enforcement in the licensed moneylending sector. Compliance officers, legal researchers, and policymakers can track how licensing sanctions affect the number of active licensees over time. Coverage in the catalogue runs from 2013 through 2021.

Land Transport Authority (LTA) publishes the annual age distribution of motorcycles registered in Singapore, excluding road-tax-exempt bikes. The CSV from 2005 through 2017 helps analysts study fleet ageing, replacement cycles, and emissions policy for two-wheelers. Transport researchers can relate age bands to safety and maintenance programmes. Annual updates align with LTA motorcycle population reporting.