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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,095 datasets
The National Native Title Tribunal provides a dataset of approved determinations of native title, which are legal decisions on the existence of native title over specific areas of land or waters in Australia. It includes determinations made by the Federal Court, High Court, or recognized state bodies, as well as some representations not yet formally registered. The data supports the mapping and legal understanding of Indigenous land rights across Australia.
Output model from Muir, Tanaka and Tkalฤiฤ provides a joint tomographic model of the Earth's core-mantle boundary and lowermost mantle. The dataset includes summary statistics, power spectra, and spatial correlation data for seismic velocity (Vp) and radius perturbations, decomposed into spherical harmonics up to degree 8. It was authored by Jack B. Muir from the University of Oxford and shared via Papers with Code.
Photogrammetric video tracking data from the RV Investigator voyage IN2019_V01 (ENRICH) conducted between 19 January and 5 March 2019. The dataset includes approximately 18 hours of tracking across 24 sessions, primarily targeting Antarctic blue whales with some fin whale observations. It provides baseline information on cetacean surface behavior and movement to support investigations of whale behavior, movement patterns, and vocal activity.
The Office for National Statistics Simplification Plan outlines efforts to reduce the administrative burden on businesses resulting from ONS surveys. It is published by the UK's Office for National Statistics and was last updated on July 8, 2026. The document is designated as supporting material and is licensed under OGL-UK-3.0.
Office for National Statistics estimates of subjective well-being across different ethnic groups and sexes in the UK. This supporting material is a working paper published by the UK's official statistical agency. The dataset's metadata was last updated on July 8, -2026.
UK Manufacturers' Sales by Product (PRODCOM) data is provided by the Office for National Statistics as a National Statistics designation. The table offers time series data in a format intended to increase accessibility for users, supporting the PRODCOM Results and Statistical Bulletin. The dataset was last updated on 2026-07-08.
ETH Zurich's FlockLab testbed provides wireless link quality data collected from 27 to 29 sensor nodes. The dataset contains packet reception events (success/failure) from repeated tests run every two hours over several months on TelosB and DPP-cc430 platforms. It was created to support research into wireless network estimation and includes the data collection firmware for reproducibility.
Australian Capital Territory environmental offset boundaries approved under the Environment Protection and Biodiversity Conservation Act 1999. The ACT Parks and Conservation Service collates and curates this dataset, which is updated within 12 months of an offset's approval and boundary establishment. It is made publicly available to support land management and meet transparency requirements of the EPBC Act's Environmental Offsets Policy.
Monitoring data from the nearshore zone of the Great Lakes collected since 2012 by Environment and Climate Change Canada. It includes physical, chemical, and biological measurements focused on nuisance benthic algae like Cladophora and dreissenid mussels. The data supports understanding of ecosystem health factors, indicator development, and validation for modeling phosphorus reduction targets.
Waters around Australia and across to New Zealand are covered by this real-time ocean temperature dataset. Data is acquired by technicians on ships of opportunity using the Quoll system, undergoes scientific quality control at CSIRO, and is distributed globally via the GTSPP. The dataset is managed by the Australian Ocean Data Network and was last updated in July 2026.
The Housing Strategy Statistical Appendix (HSSA) provides policy-oriented data on all housing tenures within each UK local authority's area. It covers a wide range of information including dwelling stock, waiting lists, lettings, homelessness, and capital expenditure. The dataset was produced by the Ministry of Housing, Communities and Local Government and was last updated in July 2026.
Digitised polygons map the extent of Zostera marina and Zostera noltei seagrass beds, which are designated as Northern Ireland Priority Habitats and OSPAR Threatened and/or Declining Habitats. Data collection involved dive surveys, towed cameras, and high-spec GPS logging on foot and by hovercraft to detect changes in area and density over multiple years. The dataset explicitly notes incomplete mapping in Larne Lough and Carlingford Lough due to health and safety constraints, with plans for drone or hovercraft surveys to complete coverage.
Private water supplies in Northern Ireland are registered and monitored by the Drinking Water Inspectorate under the Private Water Supplies Regulations (Northern Ireland) 2017. The dataset represents these supplies as a spatial layer of 100m by 100m square polygons, each randomly placed around a registered supply location. It includes both current and historically monitored supplies to premises such as public or commercial buildings or multiple private dwellings.
Private water supplies in Northern Ireland are registered and monitored by the Drinking Water Inspectorate under the 2017 regulations. This geospatial dataset represents these supplies as 100m by 100m square polygons randomly placed around each registered location. It includes both current and historically monitored supplies, serving as a regulatory register for public health oversight.
Digitised polygons map the extent of subtidal Zostera marina and intertidal Zostera noltei seagrass beds in Northern Ireland. Data was collected by the Marine Monitoring and Assessment Team using dive surveys, towed cameras, and high-spec GPS loggers on foot and hovercraft. The dataset is intended for monitoring changes in area, density, and species presence over time.
Northern Ireland's geospatial registry of private water supplies intended for human consumption, not provided by the public utility NI Water Ltd. The dataset, created under the 2017 regulations, contains 100m by 100m square polygons randomly placed around registered supply locations. It includes supplies currently and historically monitored by the Drinking Water Inspectorate for premises like commercial buildings or multiple dwellings.
Digitised polygon data maps the extent of Zostera marina (subtidal) and Zostera noltei (intertidal) seagrass beds in Northern Ireland. The data was collected by the Marine Monitoring and Assessment Team using dive surveys, towed cameras, and high-spec GPS logging on foot and by hovercraft. This layer represents the latest data from repeated surveys intended to detect changes in area, density, or species composition.
Water body status classifications for surface waters and groundwaters in England, assessed under the Water Framework Directive. The data is published by the Environment Agency and supports river basin management plans. It was last updated on July 6, 2026.
All terrestrial protected area sites in Scotland that contribute to the national commitment to protect or conserve 30% of land by 2030 are contained in this dataset. It includes sites such as SSSIs, SACs, SPAs, Ramsars, and NNRs, dissolved into a single continuous geospatial layer. The data is clipped to the Ordnance Survey Boundary Line and excludes purely geological SSSIs.
Scottish Government SpatialData.gov.scot provides a geospatial dataset of all terrestrial protected area sites contributing to Scotland's 30x30 commitment to protect 30% of land by 2030. The data includes sites such as SSSIs, SACs, SPAs, Ramsars, and NNRs, clipped to OS BoundaryLine and undissolved to preserve individual site designations. Protected areas are up to date as of 31 May 2024.