Dataset collections

PUB, Singapore’s national water agency, publishes drinking water quality datasets aligned with regulatory standards under the Environmental Public Health Regulations. The CSV “Drinking water quality datasets” supports public assurance and research on piped supply safety in Singapore. Utilities analysts and environmental health students can reference how local limits relate to WHO drinking-water guidelines noted in the official description. This collection centralises PUB open data on monitored drinking water quality.

URA Master Plan 2019 Landed Housing Area SDCP layer showing indicative polygons for landed housing zones in Singapore. The GEOJSON release supports planners and developers reviewing special height, setback, and character controls in landed estates. Built-environment professionals can overlay this SDCP plan against broader MP2019 zoning. It belongs to URA’s open SDCP family for detailed development guidance on data.gov.sg.

Land Transport Authority (LTA) publishes annual statistics on average trip distance across MRT, LRT, bus, and taxi modes islandwide in Singapore. The CSV helps transport modellers compare how far passengers travel on each public and taxi network segment from 2004 through 2014. Urban planners studying trip length and network design can relate averages to land use and fare policy debates. The single dataset anchors this collection on data.gov.sg.

Info-communications Media Development Authority (IMDA) telecommunications statistics show monthly residential wired broadband subscriptions in Singapore by technology type. The CSV dataset aligns with IMDA’s definitions for DSL, cable modem, and optical fibre broadband noted in the official description. Market analysts and digital inclusion researchers can study subscription trends from August 2008 through May 2019 in the catalogue. Residential and corporate components are combined for cable and fibre totals as published.

Ministry of Law publishes annual counts of moneylenders convicted in Singapore, including officers and staff of licensees. The CSV from 2013 through 2021 supports consumer-protection and legal compliance research on licensed moneylending. Regulators and researchers can track enforcement outcomes alongside licensing policy changes. Annual frequency matches ministry statistical reporting.

Ministry of Social and Family Development (MSF) maps Strengthening Families Programme locations, including FAM@FSC and related initiatives across Singapore. GEOJSON and KML datasets help families find supported counselling and family-strengthening services near them. Social service researchers and community portals can visualise programme sites for referral pathways. This collection connects MSF family support programming to geospatial open data on Singapore’s data.gov.sg catalogue.

Singapore Tourism Board (STB) monthly statistics on international visitor arrivals (IVA) from selected source markets, broken down by region, country of residence, and age group. The CSV report is updated quarterly per STB and covers 2013–2015 in the published series. Tourism analysts and destination marketers study demographic profiles of inbound travel to Singapore. Official notes define ASEAN and Scandinavia groupings used in the tables, excluding Singapore from ASEAN market rows.

National Environment Agency (NEA) maps markets and hawker centres under its management across Singapore, with asset listings for each site. GEOJSON and KML datasets share the same facility layer for civic maps, food heritage tours, and public health planning. Urban researchers and app developers can locate NEA-managed hawker infrastructure near residents and workplaces. This geospatial collection supports discovery of Singapore’s publicly managed market and food centre network on data.gov.sg.

Ministry of Law maintains a chronological CSV list of dealers registered under the Precious Stones and Precious Metals (Prevention of Money Laundering and Terrorism Financing) Act 2019 (PSPM Act). Jewellery businesses, compliance officers, and customers can verify registration numbers against dealers trading high-value goods in Singapore. The ad-hoc release covers registrations from April 2019 into early 2020 in catalog metadata. It supports AML/CFT transparency in the precious metals sector.

National Environment Agency (NEA) tracks annual mean concentrations of fine particulate matter (PM2.5) in Singapore’s air. The CSV dataset supports environmental reporting referenced to WHO Air Quality Guidelines in the official description. Public-health researchers and air-quality modellers can study long-term PM2.5 trends for policy and awareness campaigns. This collection is a key Singapore open-data source for ambient air pollution and haze-related analysis.

National Environment Agency (NEA) historical daily weather records for Singapore in CSV format. Variables include rainfall totals and peak short-duration rainfall, mean and extreme temperatures, and wind speeds as listed in the official metadata. Climate researchers, students, and app developers use this open archive for trend analysis and education projects between 2009 and late 2017. It complements NEA’s other weather and forecast collections on data.gov.sg.

Ministry of Law publishes annual counts of loans granted by licensed moneylenders in Singapore from 2013 through 2021. The CSV dataset supports consumer credit research, regulatory oversight analysis, and comparisons with broader household debt indicators. Policy makers and financial counsellors can monitor licensed lending activity separate from informal or unlicensed markets. This collection contributes transparent statistics on regulated moneylending volumes in Singapore’s open data catalogue.

National Environment Agency (NEA) open data tracks million-tonne volumes of waste landfilled annually in Singapore, distinct from incineration ash. The Solid Waste Management - Total Waste Landfilled CSV covers non-incinerable streams such as construction and demolition waste and treated sludge from 2000 through 2015. Environmental analysts compare landfill reliance against incineration and recycling trends. Official metadata clarifies exclusions so totals are not double-counted with incinerator residues.

Housing & Development Board (HDB) maps existing HDB buildings across Singapore in geospatial open data. The collection provides HDB Existing Building layers in GEOJSON and KML for urban analytics, connectivity studies, and public housing research. Planners and app developers can integrate block footprints into Singapore base maps. Other-frequency updates reflect estate inventory refreshes.

Ministry of Education (MOE) publishes the percentage of Normal (Academic) stream students who passed mathematics in Singapore’s national examinations. The CSV dataset focuses on N(A)-Level outcomes including grade C5 or better, with notes on through-train students and higher-level offerings. Education researchers and schools can monitor numeracy performance in the N(A) pathway. This collection adds to Singapore education open data on subject attainment by stream.

NEA geospatial open data mapping Aedes mosquito breeding habitats in Singapore’s central region. GEOJSON and KML layers reflect detections linked to notified dengue cases over the rolling 14-day window described officially. Public health teams, journalists, and map publishers can visualise hotspot patterns while noting provisional case data. Daily updates support community dengue prevention awareness in the central planning region.

National Environment Agency (NEA) publishes monthly mean daily sunshine duration measured at the Changi Climate Station from 1982 through 2023. The CSV series pairs naturally with NEA temperature and rainfall collections for holistic climate monitoring in Singapore. Solar energy planners and environmental scientists can examine irradiance proxies over decades at the national reference site. Use this open-data collection for consistent long-run sunshine statistics aligned with Singapore’s official climate station network.

Singapore Polytechnic (SP) publishes an annual listing of short courses in this open data collection for workforce and lifelong learning discovery. The CSV SP’s Short Courses covers the 2022 catalogue window with course names, descriptions, and references as described officially. Training seekers and education market researchers can browse SP continuing education offerings in machine-readable form. Content reflects SP’s published course catalogue rather than real-time enrolment availability.

National Environment Agency (NEA) reports recycling rates by waste type generated and recycled each year in Singapore. The CSV “Recycling Rate By Waste Type” dataset underpins circular-economy and waste-management research for households and industry. Sustainability analysts can compare material streams and track progress on resource conservation goals. Explore this collection for NEA open data on waste diversion and recycling performance across categories.

Energy Market Authority (EMA) reports annual installed capacity of grid-connected solar photovoltaic (PV) systems in Singapore by user type, in MWp and MWac. The CSV from 2008 through March 2021 tracks residential and non-residential uptake for renewables policy analysis. Solar developers and researchers can compare growth across customer segments. The collection anchors Singapore’s distributed solar deployment statistics.

Urban Redevelopment Authority (URA) publishes amendments to Master Plan 2014 conservation area text annotations for Singapore. KML and GEOJSON datasets update labelling used on planning maps when conservation boundaries or names change. GIS teams maintaining MP2014 stacks can swap in amended text layers for accurate heritage displays. This collection complements the base MP2014 conservation text release on Singapore’s geospatial open-data portal.

URA amendment layer defining indicative site boundaries for protected monuments under the Master Plan 2014 framework. GEOJSON and KML datasets let heritage planners and developers align projects with monument site limits in Singapore. Conservation advocates and GIS users can compare boundary revisions against earlier MP2014 monument layers. Open formats support integration with broader URA planning map stacks.

Ministry of Education (MOE) releases school bus advertisement records for MOE schools under the SICS Dataset 2 programme, updated half-yearly for 2023. The CSV file supports procurement transparency, vendor competition analysis, and parent-facing information on contracted school transport marketing. Education researchers studying school transport commercialisation can align entries with other MOE school service datasets. This collection documents MOE school bus advertising disclosures on Singapore’s open data portal.

Immigration and Checkpoints Authority (ICA) publishes annual counts of contraband cases detected at Singapore checkpoints from 2011 onward. The CSV supports security analysts and trade compliance teams studying smuggling trends at air, sea, and land borders. Researchers can relate yearly totals to enforcement campaigns and regional trafficking patterns. The single annual dataset anchors this law-enforcement statistics collection on data.gov.sg.