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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,862 datasets
Archived annual greenhouse gas emissions estimates for British Columbia published in previous years. The data includes emissions broken down by IPCC and Canadian economic sectors, along with related population and GDP figures. It is published by the Government of British Columbia and considered deprecated for current analysis.
Natural disaster declarations for each Local Government Area in New South Wales, Australia, are tracked from 2019 onward, including AGRN information. The dataset is updated monthly and is available as an ESRI Shapefile via an ArcGIS REST API. It supports analysis of disaster frequency and distribution across LGAs.
Khurram Afzal authored a research document investigating Acacia nilotica pod extracts. The study measured antioxidant activity, lipid profiles, cardiac enzymes, and oxidative stress markers in male albino Wistar rats with diet-induced hypercholesterolemia. The document includes in silico analyses of β-sitosterol's potential to inhibit cholesterol biosynthesis.
Southern Hemisphere ocean data from Biogeochemical Argo profiling floats deployed during RV Investigator voyages. The floats collect high-resolution measurements of physical and biogeochemical properties, including temperature, salinity, dissolved oxygen, pH, nitrate, chlorophyll fluorescence, particulate backscatter, and incoming solar radiation. These datasets support research into the biological carbon pump, ocean acidification, deoxygenation trends, and provide in situ validation for satellite ocean color products.
Frederick Taylor published a dataset on figshare in May 2026 containing participant characteristics for a qualitative study. The data includes 13 autistic adults with experience of mental health services in England, who participated in semi-structured interviews. The study investigated their experiences accessing and receiving mental health care and their priorities for improvement.
Thirteen autistic adults in England were interviewed about their experiences accessing mental health care. The dataset contains themes and subthemes derived from reflexive thematic analysis of those interviews, focusing on barriers to care and priorities for improvement. It was created by Frederick Taylor and last updated on 2026-05-19.
A biomedical research study investigating the role of transforming growth factor α (TGFA) in cervical cancer progression. The dataset, authored by Chunlin Dong and shared under CC-BY-4.0, includes results from RT-qPCR, western blotting, MTT assays, flow cytometry, and in vivo mouse models. It was last updated on 2026-05-19.
A dataset from figshare, authored by Yuchen Ba and last updated in May 2026, contains results from a study on androgenetic alopecia (AGA) in mice. It includes data from a dihydrotestosterone-induced mouse model evaluating the effects of Dendrobium officinale polysaccharide (DOP) on hair regrowth. The dataset likely contains histological assessments, quantitative proteomics, biochemical assays, and immunofluorescence results.
95 survey responses and 20 semi-structured interviews explore the support needs of kinship caregivers raising children due to parental substance use disorder. The mixed-methods study, authored by Sonja J. Meiers, identifies top needs including helping children with trauma and navigating complex systems. Findings were integrated to reveal three major areas of support: caring for the child, the caregiver, and the whole family.
For the first time, the distribution of seafloor geomorphic features has been systematically mapped over 48.9 million km² of the Australian margin and adjacent seafloor. The dataset, produced by Geoscience Australia, identifies 21 feature types and 6,702 individual features using a 250-meter resolution bathymetry model. It divides the mapped area into 10 geomorphic regions and provides statistics on the coverage of shelves, slopes, abyssal plains, plateaus, basins, terraces, and reefs.
GEOMAT is a geological-oceanographic computer modelling project enhancing understanding of sediment mobilisation on the Australian continental shelf. The work was carried out over two years by collaborators from AGSO, the University of Tasmania, the Australian Bureau of Meteorology, and Denmark's Geodetic Division. Models predict swell wave energy mobilised fine sand over 63.5% of the shelf during 1997-1998, and tidal currents mobilised fine sand over about 56.4%.
Canada's National Pollutant Release Inventory (NPRI) is a public registry of pollutant releases, disposals, and transfers reported by industrial and commercial facilities. The dataset is published by Environment and Climate Change Canada and contains annual facility-level data presented in filterable tables. The data was last updated on 2026-04-30.
Long-term seasonal variations of chlorophyll a concentrations in ocean surface waters derived from MODIS (Aqua) satellite imagery. The dataset covers the entire Australian Exclusive Economic Zone and surrounding waters, including the southern ocean, from July 2002 to December 2017. It was produced using NASA's SeaDAS software and supported by the National Environmental Science Program (NESP) Marine Biodiversity Hub.
Geoscience Australia and JAMSTEC have collaborated since 2014 on a proposal for deep scientific drilling in the Zealandia continental fragment. The approved proposal aims to collect rock cores from several kilometers below the seafloor to study a 100-million-year history. This dataset, hosted by the Australian Ocean Data Network, describes the collaboration and scientific goals.
Canada's National Pollutant Release Inventory (NPRI) tracks industrial pollutant releases to air, water, and land from 1993 to the current reporting year. Environment and Climate Change Canada maintains this public inventory, which includes data on disposals and transfers for recycling. The dataset is provided in normalized list format optimized for pivot table analysis.
228 parent-child interaction videos from 123 dyads were analyzed to validate the MIPPE assessment scale. Emmanuelle Dufait developed this 9-item tool within the PERL program in Eastern France. The dataset contains scored responses from dyads at 4 and 24 months, split between intervention and control groups.
228 parent-child interaction videos from 123 dyads at 4 and 24 months were analyzed to validate the MIPPE assessment scale. The scale was developed by Emmanuelle Dufait within the PERL program in Eastern France and includes 9 items scored from 0 to 3. Validation results show high internal consistency (Cronbach’s α = 0.92) and a unidimensional factor structure explaining 66% of the variance.
228 parent-child interaction videos from 123 dyads at 4 and 24 months form the validation basis for the MIPPE scale. Emmanuelle Dufait developed this 9-item psychometric tool within the PERL program in Eastern France. The dataset includes an inter-item correlation matrix showing correlations ranging from 0.34 to 0.67.
228 parent-child interaction videos from 123 dyads were analyzed to validate the MIPPE assessment scale. The scale, developed in Eastern France, includes 9 items scored from 0 to 3 and demonstrates high internal consistency (Cronbach’s α = 0.92). Clinical thresholds of 15 and 20 points have been established for early screening of interactional difficulties.
Eastern France data from the PERL program validates the MIPPE assessment scale. The dataset likely contains scores from 228 parent-child interaction videos from 123 dyads at 4 and 24 months, split into intervention and control groups. Emmanuelle Dufait published the validation results on figshare in April 2026.