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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,211 datasets
Hang Ge published a secondary analysis of the PCOSAct trial on figshare in 2026. The dataset likely contains results from a study investigating the association between family history of diabetes and clinical pregnancy rates in 320 women with PCOS who conceived. It explores how baseline lipid parameters like ApoB and LDL statistically explain part of this association.
A secondary analysis of the PCOSAct clinical trial investigates the association between family history of diabetes and reproductive outcomes in women with polycystic ovary syndrome. The dataset likely contains results from modified Poisson regression and predictive mediation analyses for 320 women who conceived, examining metabolic biomarkers like LDL and ApoB. The work was authored by Hang Ge and shared on figshare in 2026.
320 women with polycystic ovary syndrome who conceived in the PCOSAct trial form the core of this secondary analysis. Hang Ge authored this study to explore how elevated ApoB and LDL levels statistically explain part of the link between family history of diabetes and lower clinical pregnancy rates. The dataset, last updated in May 2026, includes metabolic biomarkers and reproductive outcomes.
Geoscience Australia compiled this 2009 bathymetry and topography grid for Australia and its Exclusive Economic Zone. The dataset integrates multibeam and single beam soundings, revised topography grids, and satellite-derived bathymetry from ETOPO models. Its 0.0025-degree resolution is supported only where direct bathymetric observations are sufficiently dense.
A pharmacovigilance study analyzes reports from the FDA Adverse Event Reporting System (FAERS) from 2015Q1 to 2025Q4. It focuses on the rare but severe myocarditis–myositis–myasthenia gravis overlap syndrome associated with immune checkpoint inhibitors. The dataset includes 151 reports meeting the strict overlap definition, with disproportionality analysis and time-to-onset characterization.
Wayra UnLtd incubator data provides venture-level detail on a UK social incubator funded through the Social Incubator Fund. The £10 million fund, administered by the Big Lottery, supports social incubators to provide investment and support to early-stage social ventures. This dataset was submitted by Wayra UnLtd.
Australia's Seabed Map 2023 provides a three-dimensional picture of the seafloor across a vast area from 92°E to 172°E and 8°S to 60°S, including areas adjacent to the Australian continent, Tasmania, and several island territories. The map is based on the AusBathyTopo 250m grid, compiled from 1582 individual surveys using multibeam echosounders, LiDAR, satellite data, and other sources, representing decades of data collection and collaboration. It was produced by the Australian Ocean Data Network and represents a significant improvement over the 2009 revision.
A 2009 bathymetry and topography grid compiled by Geoscience Australia covers the Australian landmass and its Exclusive Economic Zone. The data integrates multibeam, single beam, digitized chart, and satellite-derived sources, with a 0.0025-degree resolution supported where direct observations are dense. Topographic data onshore is based on revised Australian and New Zealand grids and the 90m SRTM DEM.
Bradley E. Howell provides 1.2 GB of data and code supporting a study on predation and behavioral phenotypes. The repository includes individual-level trait data, metabolic rate measurements, movement and home-range metrics, habitat-use estimates, trophic position data, growth measurements, and predation outcomes. All scripts required to reproduce the statistical analyses and figures are included.
Parallel greenhouse experiments examine how arbuscular mycorrhizal fungi and plant growth-promoting rhizobacteria modulate the resistance of native plant communities to invasion by Bidens pilosa. The dataset, 105.8 KB in size, was authored by Lingna Xu and last updated in June 2026. It demonstrates that the functional identity of soil mutualists can fundamentally reshape diversity-invasion relationships.
Number of births for mid-year to mid-year periods from 1991/1992 to 2016/2017. The data is available at multiple geographic levels for London, including Boroughs, Wards, and Super Output Areas. LSOA figures are produced by the Office for National Statistics (ONS) while other geographies have been aggregated using these figures by the Greater London Authority.
Mélanie Daligault created a mapping of 430 Anatomical Therapeutic Chemical (ATC) and ATCvet codes for systemic antibacterials, published on figshare in May 2026. The mapping identifies 59.3% strict equivalence between the human and veterinary classification systems and covers 371 unique antibiotic substances. This structured framework is intended to support cross-sector analyses of antimicrobial resistance by bridging human and veterinary data sources.
From 2002 to 2020, this dataset classifies 422,985 survey respondents from 33 European countries as government or opposition supporters based on their last vote and partisan identity. It was created by Veronika Patkós using integrated data from the European Social Survey, Comparative Political Data Sets, and ParlGov. The data is organized across 215 country-years and includes a reproducible do file with annotations for unusual government changes.
A descriptive survey with a quantitative approach investigated the integration between Knowledge Management and Business Process Management. The study was conducted by Frederico César Mafra Pereira, using a conceptual model based on the SECI Model and the process management life cycle. It identifies how knowledge creation is supported across process stages and highlights key knowledge conversion practices from the respondents' perspectives.
Transcriptomic and ribosome profiling data for Saccharomyces cerevisiae yeast under normal and oxidative stress conditions. The dataset includes assembled transcriptomes, read counts for RNA-Seq and Ribo-Seq experiments across two replicates, and lists of significantly up- and down-regulated genes. Data was generated by Mar Albà and is available via the paperswithcode platform under an Open Access license.
Alan Cooke from the University of Florida presents research data on attribute framing effects in consumer decision-making. The dataset likely contains experimental results on how subjective scales and experience influence responses to positively and negatively framed information. The description suggests the data was used to test hypotheses about reference value ranges and expected performance levels.
Together Home is a program for transitioning homeless people who are street sleeping into housing and support services during the COVID-19 pandemic. The dataset consists of program guidelines published by the NSW Government in PDF format. It was last updated on 2026-06-26.
INTERCEPT+ is a honeypot system for web applications designed by Ayumu Hirata of The University of Tokyo. The system employs virtual machine migration and OpenFlow network control to automatically isolate attackers from real servers to honey servers. The dataset likely contains information related to network traffic, attack patterns, and system interactions from this honeypot environment.
A petrographical report on rock samples from the Janjukian and Anglesean deposits between Torquay and Airey's Inlet, Victoria. The samples were submitted for examination by the Director, with sedimentary rocks classified according to a system by M.A. Condon. The report includes results from a 1947 chemical analysis of a supposed jarosite sample and a note on glauconite occurrence and origin.
57 university undergraduate students participated in an experiment examining the effects of physical appearance on attraction to the opposite sex. Participants viewed pictures of attractive or unattractive stimulus persons and answered questionnaires about their attraction and willingness to engage in activities. The study, authored by Sherynn J. Perry of Arizona State University, found significant results linking physical appearance to mate selection.