National Environment Agency monthly mean daily sunshine duration in hours at Changi Climate Station from January 1982 through June 2026. Climate researchers and planners use the long sunshine series for weather normals and outdoor activity planning in Singapore.
National Environment Agency monthly mean daily maximum surface air temperature (°C) at Changi Climate Station from January 1982 through June 2026. Climate researchers and weather analysts track long-run maximum-temperature trends in Singapore.
National Environment Agency monthly total rainfall in millimetres at Singapore’s Changi Climate Station, with coverage from January 1982 through June 2026. Climate researchers and weather analysts monitor long-run monthly precipitation at the national climate reference station. Columns cover month and total rainfall.
National Environment Agency monthly rainy-day counts at Changi Climate Station from 1982 through mid-2026, defining a rain day as 0.2 mm or more of rainfall. Climate and water-resource users track wet-day frequency for Singapore’s eastern reference station.
National Environment Agency CSV of hourly wet bulb temperature readings in degrees Celsius at Singapore’s Changi Climate Station from January 1982 through May 2025. Climate and heat-stress researchers use wet-bulb series to track humidity-adjusted temperature at the Changi reference site.
Intellectual Property Office of Singapore CSV of design applications filed with IPOS. Columns include application number, filing date, subclass, status, approval date, UK design and registration references, international registration number, and related design-rights fields. Designers, brand counsel, and product teams monitor registered design filings and status in Singapore’s IP system.
Early Childhood Development Agency CSV listing programme levels, services, and fees offered by Singapore childcare and kindergarten centres from late 2018 through February 2026 (tens of thousands of rows). Columns include centre code and name, licence class, service type, levels offered, fees, citizenship type, last updated, and remarks. Parents compare preschool fees and service packages across centres.
Early Childhood Development Agency CSV listing active childcare centres and kindergartens in Singapore, with about 1,880 rows. Fields cover centre and organisation codes, service model, contact details, address, postal code, website, and vacancy indicators for infant through K2 programmes across the current and next six months. Parents and planners search vacancies and locate centres by area.
Early Childhood Development Agency CSV of incidental charges at Singapore preschool centres besides school fees—such as registration and mattress fees—from 2019 through February 2026. Columns cover centre code and name, incidental charge type, frequency, and amount. Parents budget total childcare costs beyond base programme fees.
Early Childhood Development Agency CSV of licence tenure history for early childhood centres in Singapore, with about 1,750 records covering licence issue dates from March 2020 to February 2026. Each row gives the centre code, centre name, licence issue date and licence tenure, so users can see how long a licence was granted for at each renewal. Parents, operators and researchers use it to check a centre's licensing track record and to study regulatory patterns across the preschool sector.
Intellectual Property Office of Singapore CSV of patent applications filed with IPOS. Fields include application number and status, application type, filing and lodgement dates, title of invention, IPC classification, publication date, and numerous related prosecution and party columns. Innovators, IP counsel, and technology scouts search Singapore patent filings and track application status on data.gov.sg.
Intellectual Property Office of Singapore CSV of trade mark applications filed with IPOS, including application numbers, filing and status dates, mark type, description, registration procedure milestones, expiry, publication, and related JSON detail fields. IP lawyers, brand analysts, and researchers study filing volumes, mark status, and application timelines in Singapore.
This dataset contains HDB resale-flat transactions registered from January 2017 onward, with more than 232,000 records through July 2026. Each record includes month, town, block, street, flat type and model, storey range, floor area, lease commencement and remaining lease, and resale price. It supports Singapore housing-market analysis by location, dwelling characteristics, and time, while prices are indicative and exclude transactions such as family transfers or partial-share sales that may not reflect full market value.
Annual enrolment in polytechnic diploma courses in Singapore by type of course and sex from 1993 through 2024, compiled by the Singapore Department of Statistics from MOE and polytechnic sources in wide-year CSV. Footnotes document SSEC classification changes; supports tertiary pathway and gender balance monitoring across local polytechnics.
Monthly time series of pledges at pawnshops in Singapore from 1975 through early 2026, sourced from the Registry of Pawnbrokers and published by the Singapore Department of Statistics in CSV. Economists and financial-inclusion researchers monitor pawnshop activity as a short-term credit indicator. Adapted from M700101.
Ministry of Manpower annual series on female residents aged 15 and over by labour force status and age group at end-June, from 1990 to 2025. Singapore labour economists study participation, unemployment, and inactivity patterns across cohorts of women citizens and permanent residents.
Monthly Singapore postal articles handled from April 1990 through May 2026, compiled by the Singapore Department of Statistics from Singapore Post figures. The CSV time series supports mail-volume and logistics trend analysis. Adapted from SingStat TableBuilder TS/M650251.
Quarterly pipeline supply of private residential properties in Singapore by development status at period-end, sourced from the Urban Redevelopment Authority and disseminated by SingStat in CSV from 1993 through Q1 2026. Excludes HDB, hostels, and executive condominiums. Property analysts track unsold inventory, construction stages, and private housing supply cycles.
Source: MONETARY AUTHORITY OF SINGAPORE
Data Last Updated: 14/01/2026
Update Frequency: Annual
Footnotes: Rates are average rates for the period.
Adapted from: https://tablebuilder.singstat.gov.sg/table/TS/M700851