Dataset collections

URA quarterly rental indices cover private residential and commercial gross rents in Singapore, with office and retail sub-indices by locality where concentration warrants. CSV datasets include commercial and private residential rental indices using 1998-Q4 and 2009-Q1 bases respectively. Property analysts tracking CCR, RCR, and OCR market segments can study rent movements alongside price indices. Official metadata defines locality groupings and links to CCR/RCR boundary maps on URA’s portal.

IMDA tracks how Singapore residents adopt the internet in this collection spanning multiple survey definitions over time. Member datasets include overall Individual Internet Usage and a breakdown by age, helping analysts understand digital inclusion across cohorts. Researchers studying Singapore’s digital divide, education technology uptake, and household connectivity can compare pre- and post-2014 methodology changes noted in the official description. Annual CSV releases cover roughly 2000 through 2018 in the catalogue.

Health Promotion Board student health screening statistics for Singapore appear in this collection with annual CSV files on medical examinations by age group and overall totals. Schools researchers and child health analysts can monitor screening volumes from 2009 through 2020 using HPB’s published administrative counts. The datasets support population-level school health programme evaluation rather than individual student records. Figures follow HPB’s annual reporting definitions stated in the catalogue.

MPA monthly vessel arrival statistics for Singapore include all vessel types above 75 gross tonnes in this companion collection to tanker-specific data. Breakdown and total CSV files Vessel Arrivals (>75 GT) cover 1995 through August 2023 with preliminary latest-month figures as officially noted. Maritime researchers benchmarking port throughput can align type-specific arrivals with aggregate vessel counts. Series reflect MPA administrative shipping statistics rather than berth-level operational data.

Central Provident Fund (CPF) Board transparency covers withdrawal activity in this Singapore retirement savings collection. Member CSV files report numbers of withdrawals under account closure for foreigners and under death grounds, illustrating how members exit the scheme under specific rules. Financial planners, migration researchers, and policy analysts studying CPF outflows can pair these annual tables with contribution and balance datasets on data.gov.sg. Coverage in the catalogue runs from 2006 through 2022.

Inland Revenue Authority of Singapore (IRAS) reports how many taxable companies fall into each chargeable income range, together with aggregate chargeable income and net tax assessed from Year of Assessment (YA) 2004 through YA2022. Income is assessed on a preceding-year basis, and figures are stated as at 31 March following each YA. Two CSV datasets split earlier and later YA ranges for analysts studying corporate tax incidence and firm-size distributions. This IRAS collection supports open-data research on Singapore company taxation by income group.

Land Transport Authority (LTA) tracks monthly statistics on off-peak cars (OPC), including weekend cars (WEC) and revised OPC (ROPC) schemes in Singapore. CSV datasets cover new registrations and total population of off-peak vehicles for the published monthly series. Transport planners and researchers studying car ownership incentives can relate fleet trends to LTA scheme rules published on LTA.gov.sg. Explore this collection for open-data views of OPC and WEC uptake across Singapore.

Ministry of Culture, Community and Youth research data applying Moral Foundations Theory to Singapore population segments, published as CSV files including MFT raw data and a field description guide. The collection supports social science analysis of values frameworks, survey methodology review, and comparative civic culture research in Singapore. Researchers can align variables using the documentation dataset before exploring segment-level moral foundation patterns in the raw release.

Public Service Division annual statistics on Public Service Commission scholarships awarded in Singapore, split by course of study and by scholarship scheme in separate CSV releases. The collection supports education and public-sector talent pipeline analysis from 2003 through 2014 coverage metadata. Researchers and policymakers can compare fields of study and scheme uptake when studying Singapore public service scholarship trends.

Monetary Authority of Singapore (MAS) publishes credit and charge card statistics covering billings, rollover balances, card counts, and charge-off metrics for Singapore’s payment card market. Annual and monthly CSV datasets document definitions aligned with MAS reporting, with rollover balances stated at month-end. Financial analysts and consumer credit researchers can study card usage from 1989 through the published coverage window. Use this MAS collection for open data on Singapore credit and charge card activity.

Ministry of Education (MOE) workforce statistics in this Singapore open data collection describe vice-principals in schools by age and length of service across education levels. Member datasets Vice-Principals in Schools - Age and Vice-Principals in Schools - Length of Service are annual CSV files aligned with MOE’s employment episode rules for re-appointed officers. Education policy analysts can study leadership pipeline demographics while noting that service years reset on re-employment as officially defined. Data reflect published staffing statistics rather than individual personnel files.

Ministry of Education annual CSV data on principals in Singapore schools, with separate releases for age profiles and length of service by education level. The collection supports workforce planning in public education, leadership pipeline analysis, and study of principal demographics from 1996 through 2021 coverage. Education researchers can compare tenure rules noted in the official methodology across school levels.

Housing & Development Board annual price ranges for Build-to-Order (BTO) flats offered in selected towns including Punggol, Jurong West, Choa Chu Kang, Bukit Panjang, Woodlands, Sembawang, and Sengkang. CSV and PDF footnotes explain fiscal-year-specific pricing contexts for affordability analysis from 2008 through 2022. Homebuyers and housing economists benchmark BTO launch pricing against resale indices. This collection is key Singapore open data on public flat supply pricing.

Ministry of Health publishes annual open data on Singapore’s nursing and midwifery workforce, including registered nurses, enrolled nurses, and registered midwives. Figures are split by public sector, private sector, and practitioners not in active practice. A companion dataset tracks advanced practice nurses as a subset of registered nurses. Analysts studying health human resources and hospital planning can compare trends from 2006 through the catalogued coverage period. CSV downloads support workforce modelling and policy briefs on Singapore’s care capacity.

Singapore Tourism Board annual CSV summary of international visitor arrival characteristics from selected source markets by age group, with 2013–2015 coverage and quarterly refresh noted officially. The Annual Summary Of Characteristics Of IVA From Selected Markets release supports tourism segmentation, regional marketing analysis, and visitor demography research in Singapore. Footnotes clarify ASEAN and Scandinavia groupings for statistical tables.

Ministry of Manpower (MOM) tabulates trade disputes referred for conciliation by industry in Singapore on an annual basis from 2005 through 2022. The CSV dataset supports industrial relations researchers comparing dispute volumes across sectors and over time. Employers, unions, and policy analysts can contextualise conciliation caseloads within Singapore’s tripartite framework. Use this MOM collection for open data on trade disputes referred for conciliation by industry.

Info-communications Media Development Authority (IMDA) published monthly quality-of-service open data on 3G public cellular mobile telephone services in Singapore. The average drop call rate measures unintended disconnections during a standardised 100-second call window. Under the former IDA 3G PCMTS QoS framework, operators were required to keep the monthly average below one percent. Researchers reviewing legacy mobile network performance can use the CSV series from 2013 through 2016. The indicator complements broader telecom regulatory reporting on Singapore voice service reliability.

Ministry of Manpower annual total membership of employers’ trade unions in Singapore. The CSV provides a compact indicator of employer-side unionisation from 2012 through 2022 for industrial relations researchers. Analysts pair the series with employee union membership and collective agreement statistics on the portal. This collection documents Singapore open manpower data on employer union density.

Singapore Customs publishes geospatial open data on TradeNet service centres and certified vendors that support import, export, and transhipment filing. The collection bundles the main TradeNet Service Centres & Certified Vendors layer with a KML companion for the same locations. Use it to find authorised service points across Singapore when planning customs-related transactions or vendor due diligence. Formats include GEOJSON and KML for mapping in GIS tools and web applications.

Health Promotion Board (HPB) open geodata pinpoints polyclinics in Singapore that offer Breast Screening Singapore (BSS) services. The collection includes the same centre locations in GEOJSON and KML for mapping apps and GIS workflows. Women and community health programmes can locate nearby screening venues without relying on static brochures. Public health researchers may overlay centres with population or access studies across Singapore. Updates are published on an ad-hoc basis as service points change.

LTA road infrastructure open data maps lane markings painted on Singapore roads for warning, guidance, and traffic regulation. Member datasets LTA Lane Marking are available in GEOJSON and KML for road safety and network GIS analysis. Transport engineers and mapping teams can integrate linework with other LTA road layers. Geometry represents published marking features rather than real-time road works or temporary layouts.

Singapore Police Force (SPF) open geospatial data on fixed speed cameras (FSC) deployed for traffic enforcement across the island. Member datasets are published as GEOJSON, KML, and SHP so developers can map camera locations in navigation, safety, and research apps. The collection describes wholly SPF-owned fixed enforcement assets used to deter and detect speeding offences. Updates are ad-hoc as enforcement infrastructure changes. It supports transparent public awareness of speed-camera placement without accessing internal operations data.

JTC Corporation’s open-data collection maps land designated for business park use across Singapore’s industrial estates. Member datasets include JTC Business Park Land in GEOJSON and KML, suitable for overlaying on base maps or urban planning workflows. Researchers and businesses exploring Singapore industrial real estate can use the layers to understand where JTC has allocated business park land. The annual release supports spatial analysis of Singapore’s business park footprint.

Health Promotion Board tracks Singapore school children’s oral health through an annual dental index for ages twelve and fifteen. The CSV time series aggregates nationwide screening results into indicators planners use for school dental programmes. Educators and epidemiologists can compare year-on-year trends in caries and related measures across the catalogued period from 2003. The collection supports evidence-based planning for HPB’s school health initiatives. Figures summarise population-level dental status rather than individual patient records.