Dataset collections

Singapore Police Force (SPF) identifies rally sites offered for election meetings during the 13th Parliamentary General Election period. GEOJSON and KML layers help parties, journalists, and residents locate approved outdoor campaigning spaces across Singapore. Political scientists studying campaign logistics can geocode rally allocations against constituency boundaries. This geospatial collection documents SPF’s operational planning for lawful election assemblies on the open data portal.

Singapore Land Authority (SLA) property transaction statistics in this collection count caveats and instruments registered for HDB properties from 2010 through 2022. The CSV Registration of Documents Lodged for HDB Properties is updated semiannually per the official description, supporting housing market and conveyancing research. Analysts tracking registration volumes can align timelines with SLA’s six-month publication rhythm. Figures aggregate lodged documents rather than individual flat addresses.

Inland Revenue Authority of Singapore (IRAS) fiscal statistics in this collection compare total Government operating revenue with taxes collected by IRAS from Financial Year (FY) 2002 through FY 2022. The CSV Total Government Operating Revenue and IRAS' Collection supports macro-fiscal research on revenue composition and IRAS’s share of consolidated receipts. Budget analysts can align published collections with broader operating revenue trends across two decades of coverage. Amounts are high-level fiscal aggregates rather than line-item assessments by taxpayer.

Ministry of Law open data listing bankruptcy petitions and applications in Singapore chronologically by bankruptcy number. The CSV archive spans from 1933 to 2015, supporting legal historians and insolvency researchers tracing case filings over decades. Analysts studying corporate and personal bankruptcy trends can join this register with other Law Ministry datasets. Each row identifies a petition or application under the published bankruptcy numbering scheme.

Land Transport Authority (LTA) maps gantry structures spanning carriageways or along roads to support signage and electronic equipment such as ERP and EMAS in Singapore. GEOJSON and KML datasets assist transport engineers, navigation app developers, and researchers studying road-based charging and incident management infrastructure. Urban mobility analysts can relate gantry locations to congestion pricing and expressway monitoring networks. This ad-hoc geospatial collection documents LTA’s roadside gantry inventory on data.gov.sg.

URA Master Plan 2019 SDCP data show indicative cycling path alignments from the Connectivity Plan in Singapore. KML and GEOJSON datasets support active mobility and land-use planning GIS workflows. Urban designers can align proposed cycle networks with SDCP connectivity guidance for specific development areas. Path geometry is indicative and must be used with underlying SDCP plan documents.

MOH publishes annual counts of opticians and optometrists in Singapore, split across public, private, and not-in-active-practice categories. The collection’s CSV dataset Number of Opticians and Optometrists supports workforce planning and health manpower research since formal registration began under the Optometrists and Opticians Act in 2008. Policy analysts and professional bodies can track the regulated eye-care workforce over time. Registration status categories follow MOH’s published definitions in the official description.

Ministry of Health (MOH) annual Medifund statistics on approved applications and grants disbursed to healthcare institutions in Singapore. The CSV documents how ILTC Medifund reporting split into non-residential, intermediate residential, and long-term residential units from FY2012, affecting comparability with earlier years. Health financing researchers analyse safety-net utilisation alongside Medifund Silver. Coverage runs across financial years from 2006–07 to 2021–22 in the catalogue.

Central Narcotics Bureau (CNB) publishes annual quantities of controlled drugs seized in Singapore by drug type from 2003 through 2021. The CSV dataset includes notes on scheduling changes for buprenorphine, mephedrone, TFMPP, and new psychoactive substances, with 2021 figures confirmed. Drug policy researchers can align seizure tonnage with CNB’s broader situation reports linked at cnb.gov.sg. This collection supports open-data analysis of enforcement outcomes across evolving Singapore controlled-drug schedules.

Land Transport Authority (LTA) publishes Chinese names for bus stops serving tourist attractions in Singapore in this ad-hoc CSV collection. The Bus Stop Chinese Names dataset supports bilingual wayfinding apps and visitor information systems for a short June 2017 catalogue window. Tourism operators and transport integrators can enrich stop listings without inventing translations. Names reflect LTA’s published tourist attraction stop list for the release period.

Health Promotion Board cancer surveillance for Singapore appears in this collection as age-standardised incidence rates for the top three cancers among men and women by five-year period. The CSV mirrors HPB’s published methodology standardised to the Segi World Population per 100,000 residents. Epidemiologists and public health teams can compare gender-specific cancer patterns using the same series noted for ongoing retrospective case updates. Interpret rates alongside HPB notes on annual revisions.

IMDA half-yearly statistics on Singapore’s postal network by facility type, aggregating all licensed postal operators from June 2009 onward. The CSV contrasts earlier SingPost-only reporting noted in official metadata. Telecom and logistics analysts study post office, agent, and stamp-vendor counts through mid-2015. Explanatory notes help interpret declines in stamp vendors linked to retail chain exits.

Monetary Authority of Singapore (MAS) open geospatial data lists money changer locations across the island for financial services mapping. GEOJSON and KML datasets Locations of Money Changer support tourism, compliance, and retail footfall studies with quarterly catalogue updates. Fintech and travel researchers can geocode licensed changers against visitor hotspots. Points reflect MAS-published addresses rather than live exchange rates.

PUB, Singapore’s national water agency, tracks annual leaks in potable water pipelines using a per-100-km rate published in this collection. The CSV Number of Leaks Per 100km in Potable Water Pipelines covers 2010 through 2021 for infrastructure reliability benchmarking. Water utility analysts and resilience researchers can monitor pipeline integrity trends on a normalised basis. Figures reflect PUB’s published leakage statistics rather than individual repair logs.

This MOH collection provides annual statistics on ElderShield policyholders in Singapore, including counts with supplemental coverage. The dataset Number of Policyholders for ElderShield, Annual is released as CSV for insurance uptake and long-term care financing research. Analysts comparing basic ElderShield enrollment against supplement take-up can use the paired metrics described officially. Figures represent policyholder stocks as reported by MOH rather than premium or claims detail.

Ministry of Health open data ranks the four most common conditions seen at Singapore polyclinics in an annual CSV series from 2006 to 2021. The ranking excludes preventive-care visits but counts multiple diagnoses within a single attendance. Health services researchers and journalists can compare how primary-care demand shifts across years. The collection supports understanding disease burden at the front line of public outpatient care in Singapore.

National Library Board (NLB) cultural heritage open data catalogues digitised music albums, lyrics, and scores drawn from Singapore-related collections. The CSV National Library Singapore Digitised Music Albums, Lyrics and Music Scores 2024 supports researchers exploring local composition, publishing, and performance history from 2022 through 2023 coverage. Librarians and musicologists can cross-reference entries with physical holdings via [email protected] for deeper enquiries. The list describes digitised items rather than streaming audio files.

Singapore Police Force (SPF) road safety data list locations and types of speed enforcement cameras deployed in Singapore. The CSV Location of Speed Cameras in Singapore supports public awareness and research on automated enforcement for the 2019 catalogue window. Transport safety analysts can map camera sites alongside collision statistics using published coordinates. Camera types and positions follow SPF’s released inventory for the stated period.

Urban Redevelopment Authority (URA) extracts annotation text from the approved Master Plan 2019 for Singapore, including land-use labels, gross plot ratio notes, and nature reserve or conservation area captions. The collection ships the Symbol Text layer as GEOJSON for GIS overlays. Planners and researchers should treat MP2019 as a historical statutory snapshot and consult URA’s website for the current master plan. The layer helps align digital maps with published plan symbology.

LTA vehicle quota statistics in this collection report monthly motor vehicle populations by Vehicle Quota Category from 2014 through early 2018. The CSV Motor Vehicle Population under Vehicle Quota System helps transport economists analyse COE category trends and fleet composition over time. Policymakers reviewing quota class balances can download the monthly series for modelling. Figures count registered vehicles on roads under each official quota category.

PUB Active, Beautiful, Clean (ABC) Waters programme data map boundaries of completed ABC Waters projects around Singapore. Half-yearly updated KML and GEOJSON ABC Waters Sites layers help educators and planners showcase stormwater and community blue-green assets. Environmental outreach teams can visualise completed project sites for public engagement. Boundaries represent completed projects as published by PUB, not pipeline projects still in design.

Republic Polytechnic open data describes Diploma Plus Programme offerings for the 2019 academic year in Singapore. The CSV Republic Polytechnic Diploma Plus Programme 2019 lets students and education counsellors review supplemental diploma pathways published by the polytechnic. Analysts comparing skills-based add-on programmes across institutes can use the structured course list. Content mirrors the official title for the 2019 cohort rather than multi-year combined catalogues.

Immigration and Checkpoints Authority (ICA) trade flow statistics report the yearly number of inward containers cleared at Singapore checkpoints from 2004 onward. The CSV supports logistics analysts and trade economists studying container throughput at land and sea checkpoints through 2021 in the catalogue. Figures count cleared inward containers as defined in ICA’s published table. Users should treat the series as administrative clearance statistics, not vessel manifest detail.

Ministry of Health (MOH) annual headcount of pharmacists in Singapore by public sector, private practice, and not in active practice. The CSV from 2006 to 2021 supports workforce planning for community and hospital pharmacy services. Health human resources researchers track supply trends as care shifts to primary and aged-care settings. MOE publishes the statistic as open data for health labour market transparency.