Dataset collections

National Environment Agency (NEA) vector control open data in this collection reports annual dengue incidence rates per 100,000 population from 2007 through 2015. The CSV Dengue Outbreak Statistics supports public health researchers correlating outbreak intensity with control programmes over that window. Epidemiologists should pair rates with population denominators and newer NEA releases for years after 2015. The metric is incidence rate, not case line lists or mosquito trap counts.

CPF Board reports aggregate member contributions received each calendar year in this core Singapore social-security collection. The annual CSV CPF contributions received, Annual offers a macro indicator of payroll-linked savings inflows for economists and pension researchers. Analysts studying household wealth accumulation or fiscal sustainability can relate contribution totals to withdrawal and balance datasets elsewhere on data.gov.sg. Catalogue metadata lists continuous annual coverage from 2006 through 2022.

National Environment Agency (NEA) publishes annual mean relative humidity statistics recorded at the Changi Climate Station in Singapore. The CSV dataset summarises daily mean, maximum, and minimum relative humidity averages across the long annual series from 1982 through 2022. Climate researchers, building engineers, and educators studying tropical moisture regimes can analyse trends in national reference humidity. Use this NEA collection for open climate data on Singapore relative humidity annual means.

Urban Redevelopment Authority (URA) Master Plan 2019 spatial data in this collection annotates Car Lite Precinct names under the Connectivity SDCP for Singapore’s car-lite planning zones. GEOJSON and KML member datasets help planners and advocates label precincts where walk-cycle-ride strategies are emphasised. GIS users should read annotations together with Car Lite boundary layers and full SDCP connectivity guidelines on URA’s portal. Names are planning labels, not administrative district titles.

National Environment Agency annual mean ambient lead concentrations in Singapore air, reported in micrograms per cubic metre under WHO Air Quality Guidelines (Europe, 2000). The CSV dataset supports long-term tracking of legacy lead emissions as fuel and industrial sources decline. Environmental health researchers compare Singapore trends with global metals standards. Coverage runs from 2006 through 2022 on Singapore’s open air-quality catalogue.

Ministry of Health (MOH) annual open data reports the number of palliative home care visits in Singapore. The CSV tracks how often teams deliver end-of-life and symptom-relief care in patients’ homes. Metadata explains definitional changes: from 2011 home palliative care includes nursing, medical, and psychosocial components, and from 2015 prior service lines were streamlined into a single home palliative care count. Analysts studying hospice access should interpret year-on-year jumps in light of these revisions.

National Environment Agency (NEA) geospatial open data in this collection maps collection points for second-hand goods across Singapore to support reuse and waste reduction programmes. GEOJSON and KML datasets 2nd Hand Goods Collection Points help residents find donation or collection sites and enable municipal recycling dashboards. Community groups planning circular economy initiatives can overlay points against housing estates on an annual update cadence in the catalogue. Locations reflect NEA’s published collection network, not commercial thrift retailers.

Urban Redevelopment Authority indicative MRT and LRT station outline layers from amendments to Master Plan 2019. GEOJSON and KML files help GIS teams align transport planning graphics with URA’s statutory rail footprint. Developers and researchers should cross-check URA’s website for the latest Master Plan updates. This ad-hoc collection supports Singapore open geospatial workflows around rail station boundaries.

Singapore Police Force geospatial definition of the Special Event Area for the 50th National Day Parade (NDP) in 2015, as declared under public order legislation. GEOJSON and KML layers let security planners and historians map temporary restricted zones around the Padang and Marina event footprint. Researchers studying major-event policing in Singapore can reference the statutory schedule spatially. This other-frequency release documents a one-off NDP security boundary on open data.

Singapore Land Authority (SLA) publishes street lamp post locations managed by SLA and appointed agents in this geospatial infrastructure collection. GEOJSON and KML member datasets named SLA Lamp Post support smart-city lighting maintenance, urban design, and civic mapping projects across Singapore. Developers should treat point geometry as indicative guides rather than survey-grade coordinates, per the official caution. Semi-annual updates help keep outdoor asset inventories current for researchers and utilities.

URA quarterly property open data counts new sale, sub-sale, and resale transactions for private homes in Singapore’s Outside Central Region (OCR), covering planning areas beyond the Central Region. Methodology mirrors other URA transaction releases: developer returns for new sales and IRAS stamp-duty records for sub-sales and resales from 1Q2015 onward. Housing economists comparing OCR against CCR and RCR segments can download the CSV for time-series work. Users should heed comparability notes around caveat-based history.

Ministry of Health (MOH) hospital statistics in this collection rank the top ten conditions driving hospitalisations in Singapore from 1990 through 2021. The annual CSV Top 10 Conditions of Hospitalisation applies ICD10AM coding from 2012 onward with exclusions for ill-defined and non-disease entities described in the official notes. Health services researchers can compare leading causes over decades while noting breaks at the ICD revision. Rankings are aggregate condition counts, not patient-level admission records.

URA text annotation layer for parks and open spaces in the Master Plan 2019 SDCP Parks and Waterbodies Plan. GEOJSON and KML downloads carry labels planners use on statutory park planning maps. Landscape architects and GIS educators overlay the layer with park polygons and connector networks. This ad-hoc URA collection supports readable open mapping of Singapore park nomenclature.

ICA registers live births by nationality of father and mother in this Singapore demographic collection. The CSV Live-Births By Nationality of Father and Mother illuminates how citizen, permanent resident, and foreign parent combinations contribute to births—topics relevant to immigration and fertility policy research. Demographers and journalists can combine the 2019–2021 annual tables with ethnic-group birth datasets on data.gov.sg for a fuller portrait of Singapore’s newborn population.

National Environment Agency (NEA) tracks active Zika virus clusters across Singapore for vector control and public health communication. GEOJSON and KML datasets share the Zika Cluster layer so maps and dashboards can show outbreak geography during ad-hoc updates. Epidemiologists and community responders can relate cluster polygons to mosquito surveillance programmes. Use this NEA collection for open geospatial data on Singapore Zika cluster locations.

Monetary Authority of Singapore (MAS) banking statistics open data covers outstanding housing loans for owner-occupied property, reported quarterly in the catalogued CSV. The series distinguishes limits granted from loans utilised, helping analysts see how much approved housing credit homeowners have actually drawn down. Researchers studying Singapore mortgage exposure and macroprudential policy can chart both stocks over the published annual coverage window. Figures reflect regulatory returns from the banking sector.

Ministry of Manpower (MOM) industrial relations statistics in this collection summarise Industrial Arbitration Court (IAC) awards by type of organisation from 2005 through 2018. The annual CSV Industrial Arbitration Court Awards by Type of Organisation covers employees under certified collective agreements and formal IAC awards as defined in the Industrial Relations Act. Labour researchers studying unionised sectors can track award incidence without case-level dockets. Categories reflect organisational types in MOM’s published tables.

JTC Corporation quarterly statistics on total allocation and supply of ready-built industrial facilities in Singapore, split by product segment. The CSV links to JTC’s industrial property market statistics portal for methodology and market commentary. Factory operators and property analysts gauge built-to-suit versus standard product availability across estates. Coverage spans April 2017 through June 2018 on Singapore open industrial property data.

Maternal age and birth-type statistics from ICA appear in this Singapore vital-records collection. The CSV Mothers by Age Group and Type of Birth supports analyses of teenage pregnancy, delayed childbearing, and singleton versus multiple deliveries in Singapore. Public-health programmes and reproductive health researchers can download the 2019–2021 series alongside related ICA birth tables. The data underpin narratives in the national Report on Registration of Births and Deaths.

Urban Redevelopment Authority (URA) delineates nature boundaries for reserves, national parks, and nature areas in the Parks and Waterbodies Plan under Master Plan 2019 SDCP controls. GEOJSON and KML datasets provide the same nature boundary layer for environmental planning and development compliance mapping in Singapore. GIS analysts can integrate these polygons with other MP2019 SDCP layers. Explore this collection for open data on Singapore MP2019 SDCP nature extents.

URA indicative underground structure and infrastructure outlines from Master Plan 2019 amendments. GEOJSON and KML layers assist engineers and planners visualising selective subsurface features without proprietary CAD. Users should verify against the latest Master Plan on URA’s website because layers may be updated ad hoc. This collection supports Singapore open geospatial analysis of planned underground development context.

LTA tracks monthly vehicle ownership transfers by type in this Singapore motor-vehicle administration collection. The CSV Monthly Type and Number of Vehicles Transferred captures second-hand market activity and fleet churn for cars, motorcycles, and other classes between 2014 and early 2018. Automotive economists, insurers, and urban mobility researchers studying Singapore car population dynamics can plot transfer volumes against registration and deregistration datasets. Official metadata notes the alternate dataset title used on data.gov.sg.

Early Childhood Development Agency (ECDA) geospatial open data maps pre-school locations across Singapore, covering childcare centres and kindergartens. Pre-Schools Location is available in KML and GEOJSON for parents, planners, and app developers building childcare finders. Analysts can study spatial equity of early-years provision by overlaying centres on population or transport layers. Ad-hoc updates help communities locate licensed pre-school premises near home or work.

Health Promotion Board immunisation statistics in this Singapore open data collection count two-year-old children vaccinated through public and private healthcare sectors, broken down by vaccine type. The CSV dataset mirrors HPB’s published surveillance tables used for national childhood immunisation monitoring. Public health analysts and researchers can compare sector uptake and vaccine-specific coverage using the annual series. Figures are revised as retrospective case collection continues, as noted in the official catalogue description.