Dataset collections

National Environment Agency (NEA) publishes annual counts of registered green vehicles in Singapore as part of climate and energy reporting. The CSV “Climate Change and Energy - Green Vehicles” dataset helps analysts track cleaner transport adoption over the published years. Environmental policymakers and automotive researchers can relate vehicle registrations to air-quality and decarbonisation goals. Explore this Singapore open-data collection for NEA’s perspective on low-emission vehicle uptake.

URA Master Plan 2003 indicative light rail transit (LRT) network lines for Singapore. KML and GEOJSON layers document the LRT alignment as published in the historic master plan context. Transport historians and GIS users compare MP2003 LRT geometry with current rail open data. The collection supports academic and planning retrospectives on Singapore’s feeder rail network depiction.

NEA regional PM2.5 monitoring underpins this Singapore air-quality archive of historical one-hour readings. The CSV Historical 1-hr PM2.5 supports haze post-mortems, health impact studies, and calibration of air-quality models across 2014–2020 coverage. Environmental scientists and journalists covering Singapore transboundary smoke episodes can download microgram-per-cubic-metre values for time-series analysis. Pair the collection with NEA pollutant guideline datasets for regulatory context.

Ministry of Law publishes annual statistics on pawnbroking loan volumes as a share of Singapore’s household consumer credit market. The CSV clarifies that consumer credit excludes mortgage and motor vehicle loans while including cards, licensed moneylending, and other personal borrowing. Researchers studying informal credit and pawnbroking regulation can track the sector’s relative weight from 2013 through 2015. The indicator complements broader financial stability monitoring.

Urban Redevelopment Authority (URA) annotates monument numbers on the Master Plan 2003 mapsheet text layer for Singapore. KML and GEOJSON datasets carry monument labelling for heritage mapping and planning reference. Cultural heritage apps and researchers documenting national monuments can integrate these annotations with boundary layers. The collection complements other URA master plan text layers for historic sites across the city-state.

Singapore Police Force geospatial data delineating the National Day Parade 2022 special zone under the Public Order (National Day Parade 2022) Declaration 2022. GEOJSON and KML polygons describe the regulated area for event security planning and historical reference. Researchers studying temporary public-order declarations in Singapore can archive the official boundary geometry. The collection documents a one-off NDP 2022 enforcement schedule area as open data.

Singapore Land Authority (SLA) publishes weekly geospatial polygons depicting State Reserve (SR) lands across Singapore. SR corridors provide statutory access or buffers along roads, rivers, and shorelines and may cross or border cadastral lots. Planners should pair the layer with Cadastral Land Parcel data as SLA advises for integrity. Weekly GEOJSON and KML files support land administration and engineering surveys needing reserve geometry.

Institute of Technical Education (ITE) reports completion counts for Continuing Education and Training (CET) skills and continuing academic education programmes in Singapore. The annual CSV from 2010 through 2022 supports workforce upskilling research and adult learning policy evaluation. Employers and training providers can gauge throughput of ITE CET offerings over time. Single-dataset collection with consistent naming in the catalog.

People’s Association (PA) identifies Community Clubs and PAssion WaVe outlets across Singapore in this geospatial collection. GEOJSON and KML datasets share one layer for grassroots facilities and water-sports programme sites. Residents can locate nearby CCs and WaVe centres for courses, volunteering, and outdoor activities. Developers building Singapore community maps or PA service finders can reuse these open-data layers for accurate facility discovery.

Singapore Land Authority (SLA) tracks the total number of caveats and instruments registered for private properties in Singapore from 2010 through 2022. The CSV dataset is updated on a six-monthly cycle per the official description, supporting conveyancing and property-market activity analysis. Lawyers, analysts, and proptech firms can relate registration volumes to transaction pipelines and stamp-duty trends. This collection offers SLA’s consolidated view of private property document lodgements on the open data portal.

Ministry of Transport data links marine incident and accident investigation reports published by Singapore’s Transport Investigation Bureau. The CSV dataset Marine accident investigation reports by date helps researchers and maritime professionals locate reports by reporting date from 2016 through mid-2019 in the catalogue. Safety analysts can support lessons-learned reviews without substituting for the full narrative reports. Users should read report availability alongside TIB’s official publication practices.

Singapore Tourism Board (STB) releases Overseas Visitors Survey profile data on how often visitors come to Singapore. The CSV dataset on frequency of visit draws from large-sample departure interviews at air, sea, and land checkpoints, with weighting described in the official methodology. Tourism marketers, hospitality analysts, and researchers studying repeat visitation can use it alongside other STB visitor-profile tables. This collection supports Singapore tourism open data on inbound travel behaviour.

Ministry of Health (MOH) annual statistics on non-residential long-term care capacity in Singapore. The CSV dataset counts centre-based care facilities, home-care providers, and home palliative care providers under MOH subvention and AIC referral rules described in the official metadata. Ageing and health services researchers can map how community-based eldercare infrastructure has evolved from 2006 to 2022. Definitions distinguish SPICE, IHDC, home medical, and palliative services for consistent interpretation.

Urban Redevelopment Authority (URA) Master Plan 2019 spatial data includes indicative street-block polygons from the Urban Design Element Plan under the Special and Detailed Control Plan (SDCP). Datasets are offered as GEOJSON and KML for GIS and planning workflows across Singapore. Urban designers and developers can overlay street blocks when interpreting area-specific urban design controls. Polygons are indicative and must be used with the underlying SDCP documentation.

Ministry of Health (MOH) publishes annual counts of speech therapists in Singapore across public, private, and not-in-active-practice categories. Registration of allied health professionals began in 2013, framing the CSV series from 2014 through 2022. Workforce planners studying rehabilitation and community care can track supply of speech-language services. The indicator complements MOE and MOH datasets on other allied health professions.

National Environment Agency (NEA) provides monthly mean surface air temperature recorded at Singapore’s Changi Climate Station from 1982 through 2023. The CSV time series supports climate trend analysis, urban heat studies, and alignment with other NEA meteorological collections on the open data portal. Researchers comparing long-run warming signals can pair this dataset with rainfall or sunshine series from the same station network. This collection offers a authoritative monthly temperature baseline for Singapore’s official climate monitoring location.

Land Transport Authority (LTA) provides monthly open data on newly registered goods vehicles and buses by make in Singapore. The New Registration of Goods Vehicles & Buses by Make CSV covers January 2016 through February 2018 for fleet and commercial-vehicle market analysis. Manufacturers and logistics firms can observe registration mix shifts month by month. Monthly cadence supports near-term monitoring of heavy-vehicle sales.

Energy Market Authority (EMA) reports the total number of electricity accounts by economic sub-sector in Singapore, rounded to the nearest ten. The CSV series from 2005 through the published end date helps analysts study electrification and customer growth across industries. Energy economists and grid planners can segment demand-side participation by sector. This EMA collection supports Singapore open data on retail electricity market structure and account holdings.

Institute of Technical Education (ITE) publishes course fees for full-time Higher Nitec and Nitec programmes in this Singapore open data collection. The CSV breaks fees by year and participant category from 2013 through 2023 in the catalogue. Students, education planners, and economists studying vocational training costs can compare fee schedules over time. Figures reflect ITE’s published fee tables rather than individual financial aid outcomes.

National Environment Agency (NEA) publishes annual carbon dioxide emissions from combustion of fossil fuels in Singapore under its climate and energy theme. The CSV spans 2007 through 2013 for greenhouse-gas inventory and energy-transition research. Analysts can relate the series to national climate reporting and sectoral fuel use. Single-dataset collection with clear fossil-combustion scope in the title.

Urban Redevelopment Authority (URA) releases monument site boundaries from the approved Master Plan 2019 for Singapore. GEOJSON and KML layers provide indicative outlines for heritage planning, map overlays, and civic applications. Users seeking the latest plan are directed to URA’s website in the official metadata. Researchers documenting national monuments can combine this collection with other MP2019 annotation and site layers on Singapore open data.

National Environment Agency (NEA) annual open data on total domestic waste disposed in Singapore, expressed in million tons per year. The CSV time series from 2000 to 2015 helps analysts track household waste trends before and during early zero-waste policy discussions. Sustainability researchers and waste consultants can benchmark domestic disposal against recycling and reduction initiatives. Figures reflect NEA solid waste management reporting for the published coverage window.

Ministry of Law maps Community Mediation Centres across Singapore where neighbours and community disputes can be resolved without court litigation. GEOJSON and KML datasets support legal aid portals and grassroots directories showing centre locations. Residents seeking free or low-cost mediation can integrate authoritative coordinates into mobile lookup tools. The ad-hoc geospatial release complements MOJ’s community justice programmes.

Singapore Police Force geospatial open data delineates the special event area around Shangri-La Hotel for the 32nd ASEAN Summit under the 2018 Public Order declaration. The collection provides KML and GEOJSON boundaries for historical event-security mapping in Singapore. GIS users documenting major diplomatic summits can load the layer as a fixed 2018 reference perimeter. It is not an ongoing operational enforcement zone.