Each entry covers institution, coverage, time span, scale, license and how to access — drafted from the source page and human-reviewed before publishing.
This dataset presents discharge and in-stream temperature data for a peatland headwater stream (Nant y Brwyn) of the Conwy catchment, North Wales, from March 2008 to July 2011, produced by the UK Cent
This dataset, published by the Government of Alberta, provides inpatient separation data for the top three non-local acute care hospitals accessed by local residents in fiscal year 2011/2012, covering
Rail- and vehicle-caused wildlife mortality and wildlife management destruction data for Banff National Park between 2005 and 2017. Each record includes date, location, count, age, gender, and cause.
A continuous cross-sectional survey by the UK Food Standards Agency, assessing diet, nutrient intake and nutritional status of the general population aged 1.5 years and over living in private househol
A dataset of volcanic eruptions published on Zenodo, covering global eruption records up to 1918.
Provisional monthly data on diagnostic imaging tests on NHS patients in England, including estimates of GP usage of direct access to chest imaging, non-obstetric ultrasound and MRI brain scans, which
This dataset presents the number and full-time equivalent (FTE) rate per 100,000 population of optometrists in Australia for 2015, aggregated to 2015 Department of Health Primary Health Network (PHN)
C-Reactive Protein (CRP) values assayed from dried blood spots during the HAALSI Wave 1 survey, mergeable to HAALSI survey data.
In Fall 2013, Health Canada conducted an indoor air quality study in 4 schools near major roads in Ottawa, monitoring 33 elemental components of PM2.5 indoors and outdoors. This dataset presents descr
Quality of the Environment in Japan 1992, an annual white paper by the Environment Agency of Japan, covering the state and trends of air, water, soil, noise, waste, natural vegetation, lakes, rivers,
A near-global digital elevation model (DEM) at ~30 m resolution derived from the Shuttle Radar Topography Mission (SRTM), covering land between 60°N and 56°S, archived by NASA LP DAAC.
Developed by the Australian Urban Health Indicators project in collaboration with Cancer Council Queensland, this dataset provides seven spatial indicators of breast cancer outcomes for women in Queen
This dataset provides the number and proportion of people with common mental health problems (neurotic disorders) in England, sourced from the Department of Health's National Psychiatric Morbidity Sur
This dataset was obtained and made public by ClinicalTrials.gov from the WHO ICTRP, containing clinical trial records retrieved from 16 registries in April 2015.
This dataset is a machine-readable version of the procurement data from the Department of Health (Victoria, Australia) 2023-24 Annual Report, containing tables on consultancy, reviews, emergency procu
A high-quality dataset of sheet surface defects released by Linyi Vocational College of Science and Technology, covering 283G images with 10 typical defect types for model training and validation.
A survey report by Japan's Ministry of Education, Culture, Sports, Science and Technology (MEXT) for FY2015, collecting and analyzing good practices of family education support in collaboration with s
Nutrition biomarkers dataset from Health Canada, Cycle 1 of the Canadian Health Measures Survey, used to assess population nutritional status.
This dataset is a subset of a large household survey in Migori County, Kenya, conducted by the Lwala Community Alliance, including demographic, economic, and mental health variables to analyze the rel
A dataset of regular returns from providers of NHS-funded adult secondary mental health services, produced by NHS Digital, superseded by monthly reports.
This dataset compiles yearly global indicators from 1960 to 2024, including GDP (nominal and PPP-adjusted), food insecurity index, health expenditure, income inequality (GINI), and detailed food price
A high-quality dataset for multi-source heterogeneous data fusion and health diagnosis of industrial equipment, built by Zhejiang Detasent, with a total size of 6.7TB, 83.74 billion structured time-se
3-D geological modelling data from the Nirex archive, maintained by the British Geological Survey (BGS), covering geological investigations of the Sellafield and Dounreay areas between 1989 and 1997.
A conference paper by Geoscience Australia on 3D VRML models for online display of 3D geological structures, covering Australia.
Vertical aerial photography captured regularly by the UK Environment Agency since 2006, with resolutions of 10-50cm, available in RGB, NIR and 4-band ECW formats.
This dataset provides historical snow depth data from 52 GNSS ground-based stations in northern China from 2013 to 2022, developed from China Meteorological Administration operational stations, stored
This dataset, released by the EMPIR project LiBforSecUse, contains impedance spectra and capacity measurements from life cycle tests of commercial 18650 (graphite/NMC) cells, usable for verifying resi
The Global Artificial Intelligence Indicator Database (GAID) Version 2.0 is a longitudinal panel dataset integrating AI indicators from eight authoritative sources including Epoch AI and UNESCO, cover
A report prepared by the Mental Health Commission of NSW in collaboration with AHURI, examining key issues in mental health and homelessness and proposing recommendations.
This dataset contains publicly available data on the American Economic Association's RCT registry downloaded April 6, 2020.
This dataset presents the percentage of live births that were of low birthweight, aggregated to 2015 Department of Health Primary Health Network (PHN) areas, spanning every two years between 2012-2016
This dataset validates three indicators related to the density and distribution of midwives and their authorization to deliver basic emergency obstetric and newborn care (BEmONC), published by Harvard
A public listing of clinical trials authorized by Health Canada for drugs targeting rare diseases in Canada.
This dataset contains clinical trial registrations and results publications from 35 German university medical centers, with trials completed between 2009 and 2017, used to analyze the timeliness and c
Scotland's first national air-photo census of land cover, produced by The Macaulay Land Use Research Institute on behalf of the Scottish Government, covering 126 land cover types for monitoring countr
Carbon dioxide emissions data for Calderdale from 2005 to 2014, broken down by industrial/commercial, residential, and transport sectors, including per capita emissions and trajectory towards reductio
An annotated dataset provided by CSIRO for extracting novel concepts on trust in AI from scientific literature, including human and distant annotations.
A nationwide weekly online tracking survey of South Korean residents aged 18-65, monitoring consumer adoption dynamics of generative AI services. Anonymized microdata are released weekly via Harvard D
An agricultural Wikipedia reasoning QA dataset published by user chal1ce on ModelScope, containing approximately 110K QA pairs distilled from QwQ-Plus and Qwen32B.
This dataset contains sea level data in polar regions retrieved via GNSS reflectometry (GNSS-R) from eight POLENET GNSS stations, with improved phase constraint and dynamic filtering methods.
This dataset contains GNSS ionospheric scintillation and TEC monitor (GISTM) receiver data from Troll station, Antarctica, for events on March 18 and 25, 2018. It records signals from GPS, GLONASS, an
NetEase Cloud Music sentiment classification dataset, released by Genius-Society, containing approximately 395,000 music sentiment label records, each consisting of song ID, playlist ID, and sentiment
A music genre classification dataset containing 1700 audio clips (mp3 format, each about 270-300 seconds), divided into 17 genres with a three-level label system (2-class, 9-class, 16-class), suitable
This dataset is a processed version of MUSDB18 containing only active stem segments (drums, bass, vocals, accompaniment, and mixture) for the Stanford CS229 course project on music source separation.
MUSDB18 contains 150 full-track songs with stereo mixtures and original sources, split into a training set (100 songs) and a test set (50 songs), for designing and evaluating music source separation a
This dataset contains 20,846 groups of cookbook image-caption data, each group includes 4-18 images and corresponding text descriptions in Chinese and English, covering Chinese, Western, Korean, Japan
A bulletin by NHS Digital providing statistics on NHS services for people with severe and enduring mental health problems in England, derived from the Mental Health Minimum Dataset (MHMDS) annual retu
WHO Global Health Estimates data reflecting the share of total deaths caused by non-communicable diseases (e.g., cancer, diabetes, cardiovascular diseases), covering countries from 2000 to 2021.
This dataset contains raw data from EUCTR and ClinicalTrials.gov, used to evaluate clinical trial reporting at medical universities and university hospitals in the Nordic countries.
Australia's first nationally consistent and thematically comprehensive land cover reference dataset, developed by Geoscience Australia in collaboration with the Australian Bureau of Agriculture and Re
The NSW SPOT satellite imagery dataset, provided by multiple vendors for the NSW Government, covers the entire state from 2005-2025 with resolutions of 1.5-2.5 meters.
A 5m resolution Digital Elevation Model of the Noosa River drainage basin, produced by Geoscience Australia from ELVIS data with capture dates 2009-2015.
Developed by LDC and NIST, the 2021 NIST Speaker Recognition Evaluation Development and Test Set contains approximately 447 hours of Cantonese, Mandarin, and English conversational telephone speech, a
The ORIN Lyrics dataset contains 862 Nigerian song lyrics covering Yoruba, English, Nigerian Pidgin, and multilingual combinations, with metadata including artist, title, album, year, genre, etc., des
A multi-genre curated AI music dataset generated with Suno V5.5 (chirp-fenix), covering 100+ sub-sub-genres, including MP3 audio, cover art, generation prompts, and 32-column metadata.
A dataset of over 200,000 songs combining music metadata and artist information, built by MarKos29 from a Kaggle original and enriched via Wikidata scraping.
Based on the Million Song Dataset, this dataset provides low- and high-level audio features for hit song prediction, including Billboard Hot 100 matched and non-matched tracks.
AgriShelf is a multi-class dataset of 16,592 agri-food retail images collected using a smartphone and an Intel RealSense depth camera for computer vision tasks in smart retail applications.
This dataset contains vibration, sound, and order analysis data for detecting gear teeth damage in a gearbox with austempered ductile iron gears, collected via DAQ at various RPM levels for healthy an
This dataset contains data from a multi-sensor platform (surface topography, vision systems, oil quality, vibration monitoring, etc.) on an FZG gear test rig during 200-hour endurance tests, monitorin
This dataset contains mobile and stationary air pollution measurements around the Mäkelänkatu air quality monitoring site in Helsinki, Finland, used to evaluate high-resolution air quality simulations
Land cover classification data for Lake Brome based on Landsat-ETM and RADARSAT-1 imagery, published by Environment and Climate Change Canada, using object-oriented classification.
A national geospatial dataset by Environment and Climate Change Canada, mapping anthropogenic disturbance footprints within 57 boreal caribou ranges across Canada using 2008-2010 Landsat imagery, upda
This dataset contains satellite imagery of soccer fields and runways, sourced from Google and published by Harvard Dataverse.
This dataset contains replication data for a study on behavioral, physiological, and fMRI responses induced by mental imagery of threatening scenarios, published by Harvard Dataverse.
This dataset contains the geospatial data layers behind NOAA's Digital Coast Lake Level Viewer, modeling lake level rise and flooding impacts along the US side of the Great Lakes.
This dataset contains 1905 tyre X-ray images with defect annotations, provided by Shanghai University Network Control Centre for tyre defect detection research.
The HAALSI baseline survey, implemented by the Harvard Center for Population and Development Studies and the MRC/Wits Rural Public Health and Health Transitions Research Unit, surveyed 5,059 adults ag
This dataset supports the study published in Systems (2025, Vol. 13), containing annual panel data on neurological disorder prevalence, health expenditure, and economic output for OECD countries from
A digital elevation model (DEM) of Canada produced by Natural Resources Canada, derived from CDED at 1:250,000 scale, available at 30 and 300 arc-second resolutions.
The SurfZone Digital Elevation Model (DEM) was produced in 2019 by the Environment Agency, combining LIDAR and near-shore multibeam SONAR bathymetry data, covering the inter-tidal zone at 2m resolutio
This dataset records information on international border crossings (1993-2020), including road features and inspection infrastructure, collected from visual inspection of publicly available satellite
This foundational spatial dataset provides building footprint geometries and attributes for approximately 16,000 buildings in Kalgoorlie-Boulder, integrating Microsoft Bing building footprints, ABS me
DiGBcoast v1.0 is a dataset of the coastline position of Great Britain produced by the British Geological Survey (BGS), derived from Landsat-5/8 and Sentinel-2 optical satellite imagery, covering 1984
SurfZone Digital Elevation Model 2014 produced by the Environment Agency, covering the inter-tidal zone of England, combining LIDAR and multibeam sonar bathymetry, with 2m resolution.
This dataset contains output files from WRF v4.2.2 configured in LES mode for Hurricane Sam (2021), evaluating three subgrid-scale parameterizations (ck=0.075, 0.15, 0.3), including hourly LES results
This dataset, created under the guidance of Leeds City Council, contains links to policies, strategies and documents relevant to climate resilience across a wide range of geographic scales, with a foc
ENACT is a global ocean reanalysis dataset created under the European Commission Framework 5 project by assimilating observational data into the HOPE-E ocean circulation model, providing gridded tempe
Published by the Greater London Authority, this dataset contains indicators for the Climate Just Map Tool showing England's vulnerability to climate change at neighbourhood scale, covering flooding, h
Geospatial data layers behind NOAA's Sea Level Rise Viewer, modeling sea level rise and coastal flooding impacts, covering 30 states and US territories, MHHW 0-10 feet increments.
Geoscape Administrative Boundaries is Australia's most comprehensive national collection of boundaries, built and maintained by Geoscape Australia using authoritative government data, covering governm
This dataset contains the average weekly shipping density for the whole of the UK at a 2km grid resolution for 2014, based on AIS sampling.
East Asia regional reanalysis dataset developed by Yonsei University, covering 2010-2019 at 6-hourly intervals, including wind, temperature, geopotential height, and specific humidity.
This dataset, provided by the City of Ballarat, contains real-time precipitation observations from sensors distributed in Ballarat, typically updated every 15 minutes.
Surface water temperature archive created by the Environment Agency, containing time series data and site metadata from over 30,000 sites across England & Wales up to 2007.
This dataset contains code and pre-processed data for a manuscript using NanoString GeoMx Digital Spatial Profiler to profile microglia-enriched spatial transcriptomics in human Alzheimer's disease hi
A 10-year report of court activity by court level, division and class, published by the Court Services Branch of the Government of British Columbia, covering session hours, scheduled appearances, new
This dataset contains three gridded population datasets of Germany at 10m resolution, derived from building density, height, and type using census disaggregation and bottom-up estimates.
This dataset, a collaboration between the University of Milan and CNR-ISAC, provides gridded daily minimum and maximum surface air temperature observations over Italy for 1991–2020, interpolated onto
This dataset provides a condensed global sample of data linking place, population, precipitation, and war since 1800, with four sheets ready for user combination.
This dataset contains opium export data recorded by the New York Chamber of Commerce from 1870 to 1912, covering exports from the Port of New York and annual aggregates from all other US ports, distri
Sea Surface Temperature (SST) datasets derived from MODIS Aqua imagery for Australian oceans, covering the entire Australian EEZ and surrounding waters from 2002 to 2012, published by Geoscience Austr
This dataset includes synthetically produced data from 10 cities (Istanbul, Nablus, etc.) for a future urban context, covering physical elements (buildings, roads, power networks) and social elements
2022 South Australian Cat Management Sentiment Report, published by the Department for Environment and Water, South Australian Government, covering South Australia.
Annual dataset published by the Workplace Gender Equality Agency (WGEA), covering gender composition, policies and strategies, paid parental leave, and flexible work arrangements for over 12,000 Austr
Global ocean reanalysis dataset created by ECMWF and processed by CSIRO, covering 1959-2006, including variables such as temperature and salinity, provided as monthly, anomaly, climatology, and season
Produced by the Canada Center for Remote Sensing (CCRS), Natural Resources Canada, this MODIS 10-day composite surface shortwave broadband albedo dataset covers the entire Canadian landmass, northern
V6 Time Series County Points, covering historical county-level administrative units in China from 221 BCE to 1911 CE, published by Harvard Dataverse.
This dataset contains hydrologic modelling results for the Connectivity Expert Panel Recommendations in New South Wales, Scenario 2 simulating end-of-system translucency rules, covering regulated vall
Mandarine Academy Recommender System (MARS) Dataset from Harvard Dataverse, containing explicit and implicit ratings for both French and English versions of a real-world MOOC platform.
This dataset contains grids (in spreadsheet form) of interpreted parameters from 3D time-lapse seismics (temporal and constructed depth thicknesses) at the Sleipner CO2 storage operation in the North
CHGIS V6 Time Series Prefecture Points, covering Chinese dynastic prefecture-level administrative units from 221 BCE to 1911 CE, with relatively complete spatial coverage for 1350-1911.
The FETS dataset contains multivariate time series from the European and international energy domain for evaluating zero-shot and covariate-aware forecasting, covering 9 domain categories, stored in A
The International System(s) Dataset (ISD) Version 2.0, created by Butcher and Griffiths, covers data on states and their international relations since 1816.
A dataset of vehicle types and counts collected by Leeds City Council via ANPR cameras at multiple locations in Leeds, used to compare local emissions with national predictions.
A plant functional trait database published by Natural Resources Canada, integrating literature review and empirical measurement data to support plant and forest ecology research in Canada.
This dataset is based on PubMed Open Access articles, including title, abstract, keywords, and journal information, for journal recommendation system research.
Fraud and identity crime report dataset published by the Royal Canadian Mounted Police (RCMP), sourced from public reports submitted to the Canadian Anti-Fraud Centre and reviewed by analysts.
This dataset contains macroinvertebrate count data (identified to species level), trait and classification information, biomass, and site-specific observations collected from the South Fork McKenzie R
Alberta Biomonitoring Program dataset containing serum concentrations of environmental chemicals (natural and synthetic) in pregnant women, children, and umbilical cord blood from three province-wide
This dataset presents the percentage of people who delayed or did not see a medical specialist, GP, get an imaging test or get a pathology test when needed due to cost in the last 12 months, aggregate
Dataset-AOB is an audio dataset for urban sound events classification, containing 10 sound event classes, created by Ospina in a master's thesis.
A visual-inertial flight dataset collected by Defence Research and Development Canada in collaboration with the University of Toronto, containing over 30 km of flight data at three locations across Ca
This dataset contains LiDAR point cloud from the September 2022 post-storm recovery survey of the north coast of Northern Ireland, commissioned by Fugro, covering soft sedimentary coastline areas.
This dataset records the number of enrolments on 14-19 Learning Diplomas in England, measured using Minerva against the 14-19 population based on ONS population estimates, covering 14 sector areas.
This dataset contains several files used in the paper by François Lafond and Daniel Kim, covering the evolution of the number of classes in the US Patent Classification System from 1836 to 2015, and o
ADASIND is a fisheye camera dataset containing 10,000 RGB images collected by the National Institute of Technology Silchar, India, focusing on semi-urban roads without dividers, with annotations for 2
This dataset contains life-history trait data for four seal species (ringed, bearded, harp, harbour) in the Canadian Arctic, published by Fisheries and Oceans Canada, based on Inuit subsistence harves
This dataset consists of annotated sentences extracted from BGS memoirs, DECC/OGA onshore hydrocarbons well reports and Mineral Reconnaissance Programme (MRP) reports, for fine-tuning geological Named
This dataset contains dates/durations of environmental and phenological events derived from fixed-point repeat camera photographs at the UK Environmental Change Network (ECN) site in Cairngorms Nation
DeepScenario is an open driving scenario dataset for autonomous driving system testing, containing over 30,000 executable driving scenarios collected by 2880 test executions of three scenario generati
NexusStreets contains human and autonomous driving scenes, collected by monitoring a target vehicle (autonomous or human-driven), with data as JPEG image sequences and vehicle state information.
World Bank indicator showing average annual precipitation depth (mm per year) for countries, published by FAO under CC BY-4.0.
This dataset is a sparse 3D point cloud (LAS) of sand dunes north of Floreat Surf Life Saving Club, captured by UAV imagery on 24 Aug 2022 for coastal dune erosion monitoring.
This dataset originates from a leading FMCG company in Bangladesh for supply chain planning, used for benchmarking graph neural networks across six supply chain analytics tasks.
This dataset contains marine mammal acoustic survey data recorded using DIFAR 53D sonobuoys during the BROKE-WEST survey in the Southern Ocean from January to February 2006, published by the Australia
This dataset was manually collected from 50 students of Daffodil International University, containing 85 classes of handwritten characters and words for machine learning and computer vision research.
Raw seafloor images acquired in 2012 within the Greater Haig Fras Marine Conservation Zone, central Celtic Sea, using AUV Autosub6000, provided by the National Oceanography Centre (NOC) and partners.
This dataset provides high-frequency accuracy and loss data of random neural networks trained on image datasets for 40 epochs, supporting early prediction methods for neural architecture search.
This dataset contains scripts, input, and output data for the A4NN workflow on protein diffraction data from the ICPP 2023 paper, including simulated XFEL diffraction images and neural network models.
This dataset contains morphological measurements of threespine sticklebacks from Icelandic geothermal and ambient sites, including wild and lab-reared individuals, published by NERC EDS Environmental
Australian Vocational Education and Training (VET) statistics dataset, provided by NCVER, covering student enrolments, qualifications, apprenticeships, and graduate outcomes, with approximately 2 mill
Published by Environment and Climate Change Canada, the Engineering Climate Datasets include IDF files, CWEEDS, and CWEC, covering 563 locations in Canada, providing rainfall intensity-duration-freque
Hybrid tibialis dataset curated by Dr Robin Rohlen and Dimitrios Halatsis for the MUniverse Benchmark, containing 5 files, licensed under CC BY 4.0.
This dataset contains data from the IMOS SIRIUS autonomous underwater vehicle campaign in Batemans Bay, New South Wales, Australia, November 2010, including stereo imagery, multibeam, AUV tracks, 3D t
LiDAR point cloud from a post-storm survey commissioned by Fugro in March 2022 along the north coast of Northern Ireland, covering soft sedimentary areas such as Curran Strand.
FCG-MFD is a benchmark dataset containing Function Call Graphs (FCG) and metadata for malware family detection, with 100,000 samples from multiple malware sources.
Gridded adjusted precipitation datasets for Canada, produced by Environment and Climate Change Canada, including daily, pentad, and monthly time scales, covering Canadian landmass at 0.083333° resolut
The StreamSpot Dataset, created by Emaad Manzoor et al., contains 7 files for anomaly detection in streaming heterogeneous graphs, licensed under CC0 1.0.
This dataset contains long-term underwater acoustic recordings collected at two sites near Davis Station by the Australian Antarctic Division's Davis Aerodrome Project for environmental assessment.
This dataset contains labeled point cloud data captured by a car equipped with a mobile laser scanner, serving as a benchmark for large-scale point cloud curb detection, derived from the KITTI360 data
BenchTemp contains 19 temporal graph datasets for evaluating temporal graph neural networks, each with temporal graph CSV, edge features, and node features files.
House price index dataset for England published by the Ministry of Housing, Communities and Local Government, providing tables of house prices.
Median prices for dwellings/townhouses and apartments by year of sale for the City of Melbourne by CLUE Small area.
This study collected direct experience and feedback from persons with disabilities on autonomous vehicles through four shuttle rides and focus groups, aiming to inform inclusive design.
Health Canada conducted the commuter air pollution intervention study (CAPI) in 2014 in Montreal, measuring VOC levels inside and outside cars, providing descriptive statistics on commuter exposure.
This dataset contains Scopus bibliographic records and cleaned data for a bibliometric analysis of AI in medical imaging research in the United Kingdom from 2017 to 2025.
This corpus contains Heinrich von Kleist's eight Novellen, two essays, and political writings, sourced from Project Gutenberg, analyzed with LancsBox X for word and cluster frequencies.
This dataset, released by the Australian Bureau of Statistics, links a 5% sample from the 2006 and 2011 Censuses to create a longitudinal research tool for exploring how Australian society is changing
This dataset contains the full learning resources for an evidence-based and theoretically underpinned undergraduate clerkship in histopathology, published on Harvard Dataverse.
Indicator from the World Bank Poverty and Inequality Platform measuring the proportion of people living in households with per capita income or consumption below 50% of the median, covering all countr
Gini index published by the World Bank, measuring income or consumption expenditure inequality, covering all countries and economies globally.
An indicator from the World Bank's Poverty and Inequality Platform, measuring the annualized average growth rate in per capita real consumption or income of the bottom 40% of the population, based on
CPIA business regulatory environment rating by the World Bank Group, measuring the extent to which a country's policy and institutional framework supports sustainable growth and poverty reduction, sco
World Bank Group CPIA debt policy rating, measuring the quality of a country's debt policy, scored 1-6, covering all countries and economies.
The 2020 Public Service Employee Survey data, published by the Treasury Board of Canada Secretariat, covers federal government employees' opinions on engagement, leadership, workplace, diversity, and
Annual data on foreign direct investment net outflows (current US$) for all countries, sourced from IMF, UNCTAD, and official national sources, provided by the World Bank.
UK foreign direct investment data published by the Office for National Statistics, covering inward and outward flows, positions (stocks) and earnings, broken down by country, component and industry.
Forest area (sq. km) indicator published by the World Bank, sourced from FAO, covering annual forest area for all countries and economies.
A manual by ABARES for measuring total factor productivity in Australian agriculture, covering output, input, and TFP data from 1948-49 to 2013-14.
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