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 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.
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.
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.
Annual counts of low-value goods cleared in Singapore from 2019 through 2025, sourced from the Immigration and Checkpoints Authority and published via SingStat. E-commerce and customs analysts track growth in small-parcel and low-value clearances through Singapore’s checkpoints. Adapted from SingStat TableBuilder TS/M651491.
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.
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.
Ngee Ann Polytechnic CSV of full-time diploma course fees by semester for 2025, broken down by citizenship status, with fee amounts and a reference link. Prospective students and families compare semester tuition by citizenship category for NP full-time diploma study that year.
Ngee Ann Polytechnic CSV catalogue of 2025 Workforce Skills Qualifications (WSQ) courses with course name, description, and reference links. Adult learners and HR planners compare NP WSQ upskilling options for that year.
Ngee Ann Polytechnic CSV of short courses for 2025. Columns cover year, course name, course description, and reference. Lifelong learners and education researchers browse NP continuing-education and short-course offerings for that year.
Ngee Ann Polytechnic CSV of part-time diploma courses for 2025, with year, school, course name, course description, and reference for each programme. Working adults and continuing-education planners use it to review NP's part-time diploma catalogue for that year.