Ministry of Manpower Comprehensive Labour Force Survey CSV on employed Singapore residents aged 15 and over by gross monthly employment income (excluding employer or platform-operator CPF contributions), highest qualification attained, and sex, for June reference months from 2010 through 2025. Over 3,000 rows support wage distribution analysis by education and gender. Labour economists study how earnings vary across qualification levels for citizens and permanent residents.
Ministry of Manpower annual counts of employed Singapore residents aged 15 and over by gross monthly employment income band, employment status, and sex, covering 2010 to 2025. Income excludes employer or platform-operator CPF contributions and includes regular pay and one-twelfth of annual bonuses. Labour analysts use the CSV to study income distribution and self-employment.
Ministry of Manpower CSV of employed Singapore residents aged 15 years and over by gross monthly income from employment (excluding employer or platform-operator CPF contributions), industry, and sex, for June reference months from 2010 through 2025. Excludes full-time National Servicemen; industries follow SSIC 2020. Labour economists compare pay distributions across detailed industries and gender. Source: Comprehensive Labour Force Survey, MOM.
Ministry of Manpower CSV of employed Singapore residents aged 15 and over by gross monthly income from employment (excluding employer or platform-operator CPF contributions), occupation, and sex for June reference months from 2010 through 2025. Occupations follow SSOC 2024 mapping; excludes full-time National Servicemen. Labour economists compare pay distributions across occupational groups.
Ministry of Manpower CSV counts of Singapore residents aged 15 and over outside the labour force by marital status, age, and sex for June reference months from 1991 through 2025. Gaps in 1995, 2000, and 2005 reflect census and General Household Survey years. Analysts profile non-participation across marital and demographic groups.
Ministry of Manpower CSV counts of Singapore residents outside the labour force by highest qualification attained, age, and sex for June reference months from 1991 through 2025. Gaps in 1995, 2000, and 2005 reflect census and General Household Survey years. Labour-market analysts profile who stays out of the workforce across education and demographic groups.
Ministry of Manpower CSV of median gross monthly employment income for full-time employed Singapore residents by age and sex, June reference months from 2010 through 2025. Excludes full-time National Servicemen; reports medians both including and excluding employer or platform-operator CPF contributions. Labour economists track how pay differs across age–sex groups for citizens and permanent residents working at least 35 hours a week.
Ministry of Manpower CSV of the median gross monthly income from employment of full-time employed residents in Singapore by sex, covering June reference months from 2001 to 2025. Two measures are reported for each year and sex, one including and one excluding employer or platform operator CPF contributions, so users can compare wage levels with total labour cost. Residents refer to citizens and permanent residents and full-time National Servicemen are excluded; 2005 data are unavailable and the definition of full-time work changed from at least 30 to at least 35 hours a week in 2009. Labour economists and HR analysts use the series to track wage growth and the gender income gap.
National Environment Agency CSV of Singapore’s annual mean ambient lead concentration from 2006 through 2025. Environmental health analysts and air-quality researchers track long-run lead levels alongside other NEA pollutant series for national air monitoring.
Ministry of Manpower Comprehensive Labour Force Survey CSV of median gross monthly income from employment for full-time employed Singapore residents (excluding full-time National Servicemen), June reference months from 2001 through 2025. Reports medians including and excluding employer or platform-operator CPF contributions. Labour economists track resident full-time pay trends; 2005 is unavailable due to the General Household Survey.
National Environment Agency annual CSV of Singapore’s PM10 24-hour mean at the 99th percentile from 2000 through 2025. The series tracks high-end particulate pollution exposure used in air-quality reporting. Environmental health researchers and policy analysts monitor long-run PM10 peak-day intensity against haze and traffic emission trends.
National Environment Agency annual CSV of Singapore’s maximum 24-hour mean sulphur dioxide (SO2) levels from 2000 through 2025. Environmental analysts monitor peak SO2 concentrations against air-quality standards.
National Environment Agency annual CSV of Singapore’s maximum 8-hour mean carbon monoxide (CO) levels from 2000 through 2025. Environmental and public-health analysts monitor peak CO exposure against air-quality standards.
National Environment Agency annual CSV of Singapore’s maximum 8-hour mean ozone concentration from 2000 through 2025. Environmental analysts and public-health researchers track ozone air-quality trends against national ambient air quality benchmarks.
Health Promotion Board CSV listing food and beverage partners under Singapore's Healthier Dining Programme, with about 2,500 outlet-level records. Fields cover company name, brand name, F&B setting, dining concept, category, outlet name and address, region, and the menu item endorsement criteria the outlet meets, such as lower-calorie or wholegrain options. Because addresses and regions are included, the list can be geocoded to map healthier dining choices across Singapore. Public health researchers, app developers and consumers use it to find participating eateries and to study the reach of healthier-eating initiatives in the food service sector.
Health Promotion Board list of 50 partners under the Healthier Ingredient Development Scheme, which encourages suppliers to develop and supply healthier ingredients to food businesses in Singapore. Each record gives the company name, a contact person with job title, contact number and email address, together with the products offered and their category. Food manufacturers, caterers, hawkers and F&B operators use the list to find suppliers of healthier ingredients when reformulating menus or products.
Urban Redevelopment Authority GEOJSON indicative land-use zoning layer extracted from Singapore's Master Plan 2025, gazetted on 1 December 2025 (layer dated 29 December 2025). Planners, developers, and GIS users map statutory land-use zones; for the latest plan visit https://www.ura.gov.sg/.
Ministry of Finance CSV of spending from Singapore statutory and trust funds by financial year, with actual, revised, or estimated amounts by fund. Reporting year-ends and bases follow each fund’s own statements. Budget analysts and researchers track outlays channelled through statutory and trust funds alongside consolidated government accounts.
Central Provident Fund Board CSV of Singapore’s Ordinary Wage Ceiling by effective-from date, covering mid-1955 through January 2026 across 46 rows. Payroll, HR, and retirement-policy analysts track CPF contribution salary caps over time for contribution calculations and historical compliance research.
Central Provident Fund Board CSV of historical CPF contribution rates in Singapore, with 682 rows giving an effective-from date, age group, contributing party and contribution rate. Coverage runs from July 1955, when the scheme began, to January 2026, making it a long reference series for how employer and employee shares have changed across age bands. Rates apply to private sector employees and public sector non-pensionable employees, are expressed as a proportion of wages out of 1, and reflect the highest wage band. Essential input for payroll calculations and retirement savings research.