National Environment Agency API feed of near-real-time lightning observations for Singapore, distinguishing cloud-to-ground and cloud-to-cloud strikes detected by MSS’s Lightning Detection System. Safety apps, researchers, and weather analysts integrate the service to warn outdoor workers and study thunderstorm electrification; NEA’s documentation explains strike types and typical spatial ranges.
National Environment Agency GeoJSON of Designated Smoking Area (DSA) locations in Singapore. Facility managers, event organisers, and GIS users map where smoking is permitted in regulated outdoor settings and overlay DSAs with venue, park, and street layers.
National Parks Board GeoJSON coastal and marine habitat map of Singapore for 2018, produced via supervised classification of satellite imagery, bathymetry, and expert ground truthing at high resolution. Marine ecologists and coastal managers study habitat extent and connectivity around Singapore’s shores.
GeoJSON habitat map from the National Parks Board classifying Singapore’s coastal and marine environments circa 2010/2011, including mangrove, seagrass, and coral reef areas derived from high-resolution satellite imagery. Conservationists and coastal managers use the layer to monitor vulnerable ecosystems, plan protection, and assess impacts from reclamation or pollution.
Sport Singapore CSV of sports facilities in Singapore from the 2024 Sports Facilities National Census, with venue name, postal code, latitude, longitude, and facility type. Athletes, planners, and community groups locate sports venues nationwide; related insights on SportDexSG.
Monthly international visitor arrivals to Singapore by place of residence from January 2008 through January 2026, sourced from the Singapore Tourism Board via SingStat. Tourism analysts track inbound markets and seasonal arrival patterns. Adapted from SingStat TableBuilder TS/M550001.
Nanyang Polytechnic CSV of GCE O-Level aggregate cut-off points (ELR2B2 net aggregates after CCA bonus) by academic year, JAE cluster, course code, and course name for 2014 through 2026. Prospective students and counsellors compare historical JAE admission thresholds across NYP diploma courses in Singapore.
Monthly new motor vehicle registrations under Singapore’s Vehicle Quota System from May 1990 through January 2026, published by the Singapore Department of Statistics with LTA as source in CSV. Includes weekend/off-peak cars and tax-exempt vehicles per footnotes. Supports COE market monitoring and vehicle population growth analysis.
Annual data on access to improved drinking water sources and sanitation in Singapore by planning region from 2000 through 2025, from the Ministry of Sustainability and the Environment and published via SingStat. The wide-format CSV lists data series as rows with one column per year, covering the Central, West, North, North-East, and East regions defined in URA's Master Plan 2019. The series underpins Sustainable Development Goal reporting on water and sanitation and documents Singapore's universal coverage of piped potable water and modern sanitation. Analysts and students use it for SDG monitoring and international comparison. Adapted from SingStat TableBuilder TS/M890971.
This dataset provides the 2026 catalogue of full-time diploma courses at Ngee Ann Polytechnic. Records identify the school, course name, course code and year, with descriptive text and reference links for further programme information. It offers prospective students and education services a structured way to discover and compare courses, while also supporting analysis of the institution's programme mix and the evolution of Singapore polytechnic education.
Hotels Licensing Board GeoJSON of licensed hotel locations in Singapore, with coverage from July 2025. Tourism planners, visitors, and GIS analysts can map accommodation supply and overlay hotels with attractions, public transport, and planning-area boundaries.
Ministry of Manpower CSV of two-year moving averages (June periods, 2019–2025) for the distribution of Singapore residents with disabilities aged 15–64 who are outside the labour force, by main reason for not working—including education or training-related reasons and discouraged workers. Smooths year-to-year volatility from small disability samples for inclusive labour-market monitoring.
Ministry of Manpower CSV of two-year moving averages (June periods, 2019–2025) for the industry distribution of employed Singapore residents with disabilities aged 15–64, with major and detailed industries under SSIC 2020. Supports inclusive employment monitoring; pre-2020 codes were mapped to SSIC 2020 where possible.
Ministry of Manpower CSV of two-year moving-average unemployment rates for Singapore residents with disabilities aged 15 to 64 for June periods from 2019 through 2025. The smoothing method reduces year-to-year volatility from a relatively small population. Disability employment researchers track labour-market outcomes for this group.
Ministry of Manpower CSV of two-year moving-average labour-force status distributions for Singapore residents with disabilities aged 15 to 64 (June periods, 2019–2025). Unemployed shares are expressed as a percentage of population, not the unemployment rate. Disability employment researchers track participation and joblessness profiles.
Ministry of Manpower series on the employment rate of resident persons with disabilities in Singapore, broken down by age, from 2019 to 2025. Each figure is a two-year moving average, so the value shown for 2019 is the average of 2018 and 2019; this smoothing is applied because the number of persons with disabilities surveyed each year is relatively small and raw year-on-year movements would be volatile. All data refer to June periods. Disability employment advocates, policy analysts, and researchers use the series to monitor progress on inclusive employment and to compare outcomes across age groups.
Ministry of Education Graduate Employment Survey results for NTU, NUS, SIT, SMU, SUSS and SUTD from 2013 through early 2025. The CSV reports overall and full-time permanent employment rates plus mean and median basic and gross monthly salaries by university, school, and degree, about six months after final exams. Prospective students and education analysts compare graduate outcomes across courses.
Monthly proportion of online retail sales out of each industry’s total sales in Singapore from 2018 through late 2025. The Singapore Department of Statistics CSV helps analysts track e-commerce penetration alongside RSI/FSI releases; methodology notes are on SingStat’s services theme pages. Adapted from SingStat TableBuilder TS/M601861.
Ngee Ann Polytechnic CSV catalogue of 2025 scholarships and awards with descriptions and reference links. Prospective and current students compare NP financial awards and recognition schemes for that year.
Ngee Ann Polytechnic CSV of financial assistance schemes for 2025, listing financial type, scheme name, eligibility, award quantum and conditions, and a reference for each scheme. Students and counsellors use it to compare bursaries, loans, and related support available at NP that year.