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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,148 datasets
Computational model predictions for hip replacement separation under edge loading conditions, validated against finite element models and experimental data. The dataset supports a study by Lee W. Etchels from the University of Leeds. The PyEL model was verified against 56 experimental test cases covering various cup orientations, positions, tissue tensions, and loading environments.
Australia's Exclusive Economic Zone seafloor, covering the 80% beyond the continental shelf break, is described by this benthic bioregionalisation. The dataset, published by the Australian Ocean Data Network, provides patterns of biological distributions and physical habitats. It is a technical report from the National Oceans Office, last updated in June 2026.
Invest NI financial offers of assistance to businesses approved between 1 April 2021 and 31 March 2026. The dataset includes information on an individual offer basis, though details of some offers are not disclosed. It is published by OpenDataNI under the OGL-UK-3.0 license and was last updated in July 2026.
Forestry Commission data tracks certified woodland areas across the UK from 2001 to 2020. The dataset is broken down by UK constituent country and by land ownership sector, including Forestry Commission, Natural Resources Wales, Forestry and Land Scotland, Forest Service, and private sector holdings. It provides supporting data for official National Statistics releases on woodland area, planting, and restocking.
May 2022 is the referenced version of this user guide for the National Statistics Postcode Lookup (NSPL). The document provides detailed information on the methodology for assigning administrative and statistical areas to UK postcodes, including data currency, formats, quality, and limitations. It is published by the Government Digital Service and is available on multiple data platforms.
48.9 million km² of the Australian margin and adjacent seafloor have been systematically mapped for geomorphic features using a 250-meter resolution bathymetry model. The mapping identified 6,702 individual features across 21 types, with reefs being the most numerous and plateaus covering the largest area. This dataset was produced by the Australian Ocean Data Network and last updated in June 2026.
A Privacy Impact Assessment document for the Global Commerce Support Program, established in December 2008. It was developed by Global Affairs Canada to meet departmental security and privacy assessment requirements. The document outlines the program's alignment with Canada's Global Commerce Strategy to enhance national competitiveness.
Himawari-8 satellite data provides high-frequency 10-minute and 2-kilometer resolution sea surface temperature observations. This dataset was used in a 2019 Australian Marine Science Association presentation to analyze the Bonney Coast upwelling, East Australian Current, and Madden-Julian Oscillation diurnal variations. The analysis covered periods including the 2016–17 summer and from July 2015 to September 2017.
Risk of Flooding from Surface Water Input Model Details is a retired geospatial dataset documenting the modelling parameters used for national surface water flood mapping in the UK. It indicates where local model outputs superseded national data and includes details such as the software used. The dataset is explicitly not suitable for property-level assessment and should not be used as sole evidence for planning decisions.
Spatially continuous predictions of seabed gravel, mud, and sand content expressed as weight percentages. The dataset covers eight areas within the Australian continental EEZ in the Timor Sea region, presented as 10-meter resolution raster grids. This research is supported by the National Environmental Science Program Marine Biodiversity Hub and supersedes previous predictions with improved accuracy.
Australian Ocean Data Network provides dissolved and particulate calcium measurements from the RV Investigator voyage IN2020_V08. The data were collected in the Australian sector of the Southern Ocean between 4 December 2020 and 15 January 2021. Measurements include calcium concentrations, total alkalinity, and supporting hydrographic and nutrient data to investigate calcium carbonate cycling.
Yuanyuan Huang's dataset supports research on the tradeoff of CO2 and CH4 emissions from global peatlands under water-table drawdown. It includes flux measurements and site characteristics from manipulation experiments, along with scripts for data pairing, analysis, and global future predictions using random forest models. The dataset provides gridded global predictions under RCP2.6 and RCP8.5 climate scenarios with 95% confidence intervals.
A national raster dataset showing the single dominant land use across Australia as of December 2020, compiled at a 50-metre resolution. It was produced by the Australian Bureau of Agricultural and Resource Economics and Sciences (ABARES) by combining state and territory data under the Australian Collaborative Land Use and Management Program. The dataset uses the Australian Land Use and Management Classification version 8 and updates specific regions from a previous 2018 version.
Environment Agency data from 2016 summarizes measures needed to achieve water body objectives by 2027 and beyond for each operational catchment in English river basin districts and the Severn. The spreadsheet supports the cycle 2 river basin management plans and was used to produce summary programmes of measures. The dataset was last updated on 2026-07-06.
Environment Agency data contains measures for English river basin districts and the cross-border Severn to achieve additional environmental outcomes for 2021. The spreadsheet summarizes measures not linked to specific water body element outcomes due to insufficient confidence in location or scale of improvement. The dataset was produced to support the cycle 2 river basin management plans.
Quarterly client records and outcomes from the UK's Supporting People program, which provides housing-related support. The dataset is produced as Official Statistics by the Ministry of Housing, Communities and Local Government. It was last updated on 2026-07-08.
NSW Government's three-year action plan developed with stakeholders to reduce road trauma for bicycle riders. The plan aims to improve motorist-cyclist interactions, promote cycling as transport, and support Sydney's Cycling Future. It targets doubling cycling's mode share for transport by 2021, with a focus on Sydney and catchments within 5-10 km of major transport hubs.
New South Wales Government's action plan developed collaboratively with road safety stakeholders to improve pedestrian safety. The document outlines a range of recommended actions under a safe systems approach to be addressed over three years. Implementation and progress are coordinated by Transport for NSW Centre for Road Safety.
Floodplain Management Plans is a geospatial dataset published by the NSW Department of Climate Change, Energy, Environment and Water. It provides hosted feature layer data accessible via an ArcGIS REST API, with an initial publication date of 28 August 2024. The dataset's spatial reference system is GDA94, and it is intended for open access under a Creative Commons license.
The Malaysian Driver Behavior Dataset (MDBD) was developed at the Vehicle Intelligence and Telematics Lab, Universiti Teknologi MARA. It contains over 155,000 high-resolution front-facing images from 44 participants, captured in a driving simulator under day and night conditions to represent 7 driver behavior classes. The dataset was last updated on July 16, 2026.