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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,911 datasets
Supporting data from a study exploring the role of planar cell polarity genes CELSR2 and DCHS1 in congenital scoliosis. The dataset likely contains genetic variant information from a cohort of 140 patients and 219 family members, including 78 complete families, and results from in vitro and zebrafish model functional assays. It was authored by Jianan Zhang and last updated on June 1, 2026.
Geospatial polygon data maps subtidal and intertidal seagrass beds in Northern Ireland. The data was created by the Marine Monitoring and Assessment Team using methods including dive surveys, towed cameras, and high-spec GPS logging. The dataset is published by the Government Digital Service under an open government license.
The dataset contains digitized polygons of seagrass beds in Northern Ireland, created by the Marine Monitoring and Assessment Team. The data was collected using dive and towed camera surveys for subtidal Zostera marina and high-spec GPS data-loggers on foot and by hovercraft for intertidal Zostera noltei. The layer shows the latest data from repeated surveys intended to detect changes in area, density, or species number.
Polygon data digitized from surveys identifying Zostera marina and Zostera noltei seagrass beds. The data was collected by the Marine Monitoring and Assessment Team using methods including dive surveys, towed cameras, and high-spec GPS logging, with some surveys noted as incomplete. The layer shows the latest data from repeated surveys intended to detect changes in area, density, or species.
Peterborough City Council's Government Procurement Card (GPC) transactions from the first quarter of 2016 onward. The data details transactions made each quarter, showing where and when they occurred, the cost, and the responsible council service area. The dataset is published by Cambridgeshire Insight.
A study by H. Lalhruaitluanga investigates the adsorption of cadmium ions from aqueous solution using biochar derived from Melocanna baccifera bamboo. The dataset includes equilibrium and kinetic analyses, reporting maximum adsorption capacities of 15.15 mg/g for pristine biochar and 24.39 mg/g for KOH-activated biochar. The data was last updated on April 20, 2026.
Supplementary file 2 from a study by H. Lalhruaitluanga, uploaded to figshare in 2026. The dataset contains experimental results on the adsorption of Cadmium(II) from aqueous solution using pristine and chemically activated biochar derived from Melocanna baccifera bamboo. It includes equilibrium and kinetic analysis data, with reported maximum adsorption capacities of 15.15 mg/g for pristine and 24.39 mg/g for KOH-activated biochar.
A 2026 study by Jitendra K. Tripathi investigates non-invasive respiratory support in a mouse model of bronchopulmonary dysplasia. The dataset, shared via figshare, includes experimental findings on lung function parameters and histopathological changes. Results indicate treatment effects on compliance, airway resistance, and alveolar structure.
Irish coastal waters contain polygons mapping subtidal and intertidal seagrass beds. The data was created by the Marine Monitoring and Assessment Team using dive, camera, and GPS surveys, with work repeated over several years to detect change. The Government Digital Service provides this data under an open government license.
A dual-center retrospective cohort study of 571 acute ischemic stroke patients recruited between 2019 and 2024. The dataset, authored by Tao Xie and shared under CC-BY-4.0, examines the independent effects of body weight status and admission triglyceride levels on 90-day functional recovery. The primary endpoint is an excellent functional outcome measured by the modified Rankin Scale.
571 consecutive acute ischemic stroke patients recruited between 2019 and 2024 from a dual-center retrospective cohort study. The dataset, authored by Tao Xie, investigates the independent and opposing effects of overweight/obesity and admission triglyceride levels on 90-day functional outcomes.
A dual-center retrospective cohort study of 571 consecutive acute ischemic stroke patients recruited between 2019 and 2024. The dataset, authored by Tao Xie and shared under CC-BY-4.0, investigates the independent and opposing associations of body weight status and admission triglycerides with 90-day functional outcomes.
UK Environment Agency data identifies locations believed to have significant flood risk, as defined under the EU Floods Directive. The dataset includes Flood Risk Areas for both Cycle 1 (December 2011) and Cycle 2 (December 2018), covering main rivers, the sea, and surface water. It is designed for broad planning purposes to meet obligations under the directive.
A dataset used to develop a machine learning algorithm for identifying Less Invasive Surfactant Administration (LISA) procedures in preterm infants using administrative healthcare data. The model was trained on 884 births from 2019-2023 and validated on a combined sample of 1,001 births, achieving an AUROC of 0.87. It was created by Xuezheng Sun and published on figshare in April 2026.
Paris law constants C and m for E-Glass fiber chopped strand mat/epoxy composite are 4×10⁻¹² and 4.8584, respectively. The dataset supports research on translaminar fatigue crack growth in polymer composites, combining experimental and extended finite element method (XFEM) results. It was authored by Mariam Kadhiam Chaloob and last updated on April 15, 2026.
A 34.4 MB research document authored by Yu Xia and last updated in April 2026 details a study on quercetin's protective role in poultry immune tissues. The work combines network pharmacology, bioinformatics, and experimental validation using broilers and MSB-1 cells. Findings elucidate how quercetin attenuates LPS-induced injury by regulating Nrf2/PERK signaling, calcium homeostasis, and inflammation.
A geospatial dataset identifying areas where new ponds would benefit Great Crested Newt populations. The data, created by Natural England in 2022, classifies areas as 'Core' or 'Fringe' based on pond density and predicted newt presence, and scores habitat suitability using grassland, woodland, and arable land cover percentages. It excludes urban areas, roads, rivers, and flood zones.
Giovanni Ciancio authored a narrative review document evaluating the evidence for Glucagon-like peptide-1 receptor agonists (GLP-1RAs) in treating psoriasis and psoriatic arthritis. The 773.6 KB document, last updated in April 2026, discusses preclinical, clinical, and mechanistic research, including references to specific trials like NCT06588296 and NCT06864026. It is licensed under CC-BY-4.0 and hosted on figshare.
4,859 internally displaced households were registered in Niger's Tillaberi region between May and October 2020. The data, a sample from a larger collection by the National Committee with UNHCR support, profiles household composition, displacement reasons, and specific needs. This enrolment aimed to inform protection responses following attacks by non-state armed groups.
Maradi, Tahoua, and Tillaberi regions in Niger were the focus of an enrolment of Internally Displaced Persons (IDPs) conducted by the Government of Niger with UNHCR support. The data, a sample from the original, contains information on 2,169 registered households in Maradi between April and September 2020, profiling heads of households, family composition, needs, and displacement reasons. The enrolment aimed to inform protection responses and aid distribution following attacks by non-state armed groups.