Dataset collections

Ministry of Manpower annual labour relations data on trade disputes referred to Singapore’s Industrial Arbitration Court, including total disputes and breakdowns by nature of dispute in CSV format from 2005 through 2018. The collection supports industrial relations research, dispute trend monitoring, and study of applications filed with the Court. Employers, unions, and researchers can analyse Singapore workplace conflict patterns.

Inland Revenue Authority of Singapore (IRAS) reports transaction counts and stamp duty assessed on private residential properties for Buyer’s Stamp Duty, Additional Buyer’s Stamp Duty (ABSD), and Seller’s Stamp Duty (SSD) from calendar year 2011 through 2022. Housing market analysts can relate duty collections to cooling measures documented on IRAS property stamp duty pages. The annual CSV dataset supports research on Singapore private residential transaction taxes. Explore this IRAS collection for open data on assessed stamp duty for private homes.

Housing & Development Board (HDB) releases Sample Household Survey (SHS) tables on family nucleus types among HDB households by ethnic group and flat type in Singapore. Two CSV datasets let demographers compare nuclear, extended, and non-family household structures across communities and dwelling sizes. The SHS runs roughly every five years with detailed definitions of household membership excluding subtenants and maids from the household count. Use this HDB collection for open data on Singapore HDB household family nucleus patterns.

Ministry of Education (MOE) open data tracks the pupil–teacher ratio (PTR) for Singapore primary and secondary schools from 1981 through 2021. Separate CSV datasets cover primary schools and secondary schools, where secondary figures aggregate students and staff across government, government-aided, independent, and specialised school types. Analysts use PTR to discuss class sizes, staffing levels, and education resourcing over decades. The annual series supports longitudinal comparison of how many pupils each teacher serves in each school sector.

Maritime and Port Authority of Singapore (MPA) annual open data tracks vessel arrivals above 75 gross tonnes and related shipping tonnage by vessel type. Two CSV datasets provide breakdown and total arrival series from 1995 through 2022. Port economists and logistics researchers use the figures to analyse Singapore’s hub traffic and fleet mix over decades. The threshold excludes smaller craft for consistency with official maritime statistics. The collection underpins macro views of Singapore port activity.

Central Provident Fund Board annual open data shows total interest credited to CPF members in Singapore each year. Separate datasets distinguish base interest and extra interest components from 2006 through 2022. Financial literacy programmes and researchers studying retirement savings can trace how policy-driven extra interest layers on top of base returns. The CSV figures aggregate member-level crediting into economy-wide totals. Analysts pair the series with contribution and balance statistics for holistic CPF reviews.

Ministry of Health (MOH) counts of residential long-term care facilities in Singapore, including nursing homes and inpatient hospices. Datasets split totals and sector breakdowns across public, not-for-profit, and private providers from 2006 through 2022. Ageing-policy analysts use the CSV files to monitor capacity growth and market structure in elder care. The collection supports planning discussions on bed supply without proprietary operator data. It is a core MOH open-data reference for Singapore’s long-term care landscape.

IMDA telecom market statistics in this collection track total mobile phone subscriptions in Singapore on a monthly basis. Member datasets include Total Mobile Phone Subscriptions and Mobile Phone Subscriptions By Subscription Type as CSV files across the catalogue coverage period. Market analysts and policy researchers can study mobile penetration and subscription mix shifts over time. Counts are subscription stocks reported for market monitoring, not unique subscribers or revenue.

Personal Data Protection Commission (PDPC) publishes monthly and cumulative statistics on registrations in Singapore’s Do Not Call (DNC) Registry from December 2013 through March 2023. The two CSV datasets help track how many telephone numbers have opted out of unsolicited marketing calls, text messages, and faxes under the Personal Data Protection Act. Compliance officers and researchers studying telemarketing regulation use the series alongside PDPC enforcement narratives. Figures reflect public uptake of a central opt-out mechanism for Singapore numbers.

Ministry of Health publishes annual CSV statistics on the number of dentists and oral health therapists in Singapore by sector. Dentist counts cover dental specialists and general practitioners registered with the Singapore Dental Council, split across public, private, and not-in-active-practice categories. Oral health therapist registration began in 2008, and a separate dataset tracks that workforce. Health workforce planners and researchers can monitor oral care capacity trends through the catalogued years.

People’s Association (PA) statistics on the number of interest groups by type each year. CSV files cover 2014–2016 and 2017–2020 periods, supporting studies of grassroots participation and community programming scale. Journalists and researchers can compare how PA mobilises residents across interest categories over time. Annual coverage through 2020 anchors open reporting on voluntary group formation at the constituency level. The collection highlights civic engagement metrics on Singapore’s data portal.

Economic Development Board (EDB) publishes annual open data on selected averages and financial ratios for Singapore’s manufacturing sector, excluding rubber processing and granite quarrying. The collection splits metrics into two CSV datasets covering averages and ratios respectively. Analysts tracking industrial productivity, cost structures, and sector benchmarks can compare long-run trends from 1980 through 2017. The series supports economic research on Singapore manufacturing performance alongside other EDB industrial statistics on data.gov.sg.

Ministry of Education publishes annual School Life Expectancy statistics for Singapore residents, measuring expected years of schooling from age six given current enrolment rates. CSV files include overall and gender breakdowns from 2000 through 2020 in the catalog. Education economists use the indicator to compare human capital investment trends while noting exclusions for pre-school and inclusion of private institutions from 2005. The metric summarises lifelong enrolment exposure for Singapore’s resident population.

Ministry of Culture, Community and Youth (MCCY) open data shows how charities in Singapore distribute across income-size bands based on annual receipts from financial years ending in 2013, with annual returns due within six months of each charity’s financial year end. Two CSV datasets provide annual and standard views of the distribution. Non-profit researchers examine sector concentration and regulatory compliance patterns. Receipts-based sizing reflects Charity Act reporting rather than operational budgets alone.

People’s Association (PA) publishes annual counts of members in PA interest groups across Singapore’s community engagement programmes. Two CSV datasets split 2014–2016 and 2017–2020 reporting windows for continuity after methodology or collection changes. Grassroots researchers and civic analysts can study volunteer participation trends by interest-group type. The data supports understanding how PA channels resident involvement in hobbies, skills, and neighbourhood activities.

Inland Revenue Authority of Singapore (IRAS) reports annual statistics on transfer pricing Mutual Agreement Procedure (MAP) and Advance Pricing Arrangement (APA) cases. Two CSV files cover case counts and time taken to complete matters from FY2013 through FY2022, with figures as at 31 March each financial year. Tax practitioners and multinational compliance teams can benchmark Singapore’s treaty dispute resolution workload. The open data complements IRAS guidance on cross-border pricing transparency.

MOE open data tracks intake, enrolment, and graduates of LASALLE College of the Arts and Nanyang Academy of Fine Arts (NAFA) by course from 2005 through 2021. Separate CSV files cover publicly funded degree programmes and diplomas, counting direct entry into later years where applicable. Arts education researchers analyse pipeline volumes for Singapore’s specialist arts institutions. Course classification follows the field with the highest content weighting under MOE reporting rules.

Inland Revenue Authority of Singapore (IRAS) publishes annual tax arrears statistics for individual income tax, corporate income tax, property tax, and goods and services tax from FY2002 through FY2022. Two CSV files present arrears amounts by tax type and arrears rates as at 31 March each financial year. Fiscal researchers and compliance analysts can study how outstanding tax liabilities evolved across Singapore’s major taxes. Figures support transparency on IRAS collection performance and taxpayer payment behaviour.

JTC Corporation publishes quarterly open data on gross allocation and returns of JTC prepared industrial land in Singapore. CSV files split figures by industry and by product segment for market analysts tracking industrial property flows. Investors and estate researchers can link volumes to JTC’s broader industrial property market statistics portal cited in official metadata. Catalog coverage highlights 2017 through mid-2018 in this release window.

Ministry of Manpower statistics on collective agreements certified in Singapore, categorised by types of workers covered. CSV datasets include annual counts and totals matching MOM’s certification records from 2005 through 2018 in the catalogue. Industrial relations researchers study how certified agreements span different employee groups under Singapore’s tripartite framework. Duration rules for agreements are summarised in the official collection description.

Ministry of Manpower (MOM) open data in this collection reports collective agreements certified in Singapore, broken down by type of organisation. Member CSV datasets include annual counts and totals aligned with MOM certification records from 2005 through 2018 in the catalogue. Industrial relations analysts can compare how certified agreements are distributed across employer organisation types under Singapore’s tripartite framework. Agreement duration limits described in the official text reflect statutory requirements for certified collective agreements.

Land Transport Authority (LTA) bundles two annual CSV datasets on public transport capacity in Singapore: average daily distance travelled by rail and bus (vehicle-kilometres) and bus routes in operation. Coverage runs from 2004 through 2013 for historians comparing network expansion before later open-data releases. Planners can assess how service kilometres and route counts evolved together. The pair supports multimodal capacity analysis.

Singapore Prison Service open data reports yearly releases of convicted penal inmates in Singapore, with gender breakdowns in companion CSV files. Corrections researchers and justice policy analysts can study outflow from custodial sentences alongside reintegration programmes. The annual series spans 2006 through 2022 across the main release table and the gender-specific dataset. Figures describe completed penal releases rather than community sentences alone.

Central Provident Fund (CPF) Board reports annual counts of active CPF members by age group at each year-end in Singapore. Active membership requires at least one employment contribution in the current or prior three months, excluding self-employed persons per official definitions. Two CSV files cover the series with a break for 2019 onwards formatting. Retirement policy researchers use the data to track workforce participation in Singapore’s mandatory savings system from 2014 through 2022.