Annual Malaysia merchandise trade by two-digit HS commodity from 2013 through 2023, in million US dollars for total, export, and import flows, sourced via ASEANStats and published through the Singapore Department of Statistics CSV adapted from SingStat TableBuilder CT/17948. Regional trade researchers compare bilateral commodity patterns relevant to Singapore’s external trade context.
This dataset presents Indonesia's merchandise trade by HS 2-digit commodity group from 2013 to 2023. Annual values are expressed in millions of US dollars and separate total trade, exports and imports, enabling comparisons across commodity categories and years. It supports research on Indonesia's trade structure, export and import trends, commodity exposure and regional economic activity using international data sourced from the ASEANstats Data Portal.
Elections Department CSV of Singapore Parliamentary General Election results by candidate from 1955 through 2025. Each row covers an SMC candidate or GRC team with party, constituency, constituency type, vote count, and vote percentage. Political researchers, journalists, and civic educators use it to compare party performance, track long-run electoral outcomes, and analyse vote shares across constituencies over seven decades.
Elections Department CSV of Singapore parliamentary by-elections with registered electors, rejected votes, and spoilt ballot papers by year and constituency, covering 1957 through 2016. Election analysts and historians compare turnout quality and ballot rejection patterns across by-election contests.
Elections Department CSV listing political parties that have contested Singapore elections since 1955, with official abbreviations and full party names for both active and dormant parties. Civic educators, journalists, and election researchers look up party identities across Singapore’s electoral history. More information: https://www.eld.gov.sg/
National Environment Agency CSV of historical two-hour weather forecasts for Singapore locations throughout 2023. Columns include date, timestamps, valid period, location name and coordinates, forecast text, and forecast code in Singapore Time (ISO 8601). Weather researchers and app developers reconstruct short-range forecast archives by area. Records may be incomplete and are not quality-controlled climate data; contact [email protected] for official climate products.
National Environment Agency archival records of two-hour weather forecasts issued across Singapore during calendar year 2024. Each row carries forecast text and codes, valid period start and end, location name with coordinates, and update timestamps in SGT (ISO 8601). Researchers building forecast verification studies or training machine-learning models can align readings with observed weather from companion NEA datasets. NEA notes the file is not quality-controlled like official climate archives; contact [email protected] for certified climate products.
This Singapore open-data dataset provides the total number of employees who hold trade union membership, with the figures organized by year. Published by Singapore’s Ministry of Manpower, it supports research into workforce representation, union participation, labour relations, and changes in employee membership over time. Researchers, journalists, policy analysts, and businesses can use the time-based data to identify historical patterns and provide context for studies of Singapore’s employment and industrial-relations landscape.
Ministry of Manpower CSV of the total number of employees’ trade unions in Singapore by year from 2014 through 2024. Columns cover year and number of trade unions. Industrial-relations researchers track how many registered employee unions operate over the decade.
Ministry of Manpower CSV on membership of Singapore employees’ trade unions by industry from 2014 through 2024. Each record identifies the year, industry, and number of union members, enabling comparison of organised-labour membership across economic sectors. Labour-relations researchers, unions, and policymakers can track changes in the sectoral distribution of membership and relate them to employment composition or industry restructuring.
Ministry of Manpower CSV of the number of employees’ trade unions in Singapore by industry from 2014 through 2024. Columns cover year, industry, and union count. Industrial-relations researchers and union organisers track how organised labour presence varies across sectors over the decade.
Ministry of Manpower CSV showing the membership of employees' trade unions in Singapore broken down by the membership size band of the union, with annual figures from 2014 to 2024. Each row pairs a year and a union size category with the number of members it accounts for, so users can see whether union membership is concentrated in larger or smaller unions. Industrial relations researchers and labour movement analysts use it to track union structure and membership shifts over the decade.
Ministry of Manpower CSV of employees’ trade unions in Singapore by membership size band and year from 2014 through 2024. Labour-relations researchers track how the union landscape is distributed across small and large membership sizes.
Ministry of Manpower annual CSV of total membership of employers’ trade unions in Singapore from 2014 through 2024. Labour relations researchers track employer-union affiliation scale alongside worker union statistics.
Ministry of Manpower series recording the total number of industrial stoppages in Singapore each year from 2005 to 2024. The table is deliberately simple, with one row per year giving the count of stoppages, which covers work interruptions arising from industrial disputes such as strikes and lock-outs. Singapore's tripartite industrial relations framework means stoppages are rare, so the series is most useful as a long-run indicator of labour relations stability. Labour relations researchers, union and employer representatives, and analysts comparing industrial action across countries use it as a baseline measure.
Explore Singapore historical rainfall observations labelled for 2016, with station identifiers, coordinates, timestamps in Singapore Time (SGT) and ISO 8601, and rainfall readings. Useful for climate research and Singapore environmental data discovery; may contain missing records without full climate quality control. Coverage metadata may reflect a limited extract within 2016.
NEA CSV archive of historical wind direction readings at Singapore weather stations during December 2016, with SGT timestamps, station metadata, and coordinates. Supports meteorological research with disclaimer on data gaps versus official climate products contactable at [email protected].
National Environment Agency CSV of historical wind speed readings across Singapore for calendar year 2020, with station identifiers, coordinates, ISO 8601 timestamps in Singapore Time, and reading values. Environmental researchers explore spatial wind patterns; the publisher notes missing records and that the series has not undergone official climate quality control.
National Environment Agency CSV of historical wind-speed readings across Singapore stations for calendar year 2018. Columns include date, timestamps (SGT, ISO 8601), station identifiers and coordinates, reading value, type, and unit. Weather and air-quality analysts study local wind patterns; the series may have gaps and is not quality-controlled climate data.
NEA CSV measurements of historical wind speed across Singapore monitoring stations throughout 2019, with station identifiers, device IDs, and coordinates in SGT. Climate and engineering analysts work with the observational feed subject to NEA’s missing-data disclaimer.