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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,972 datasets
A sample of A-share listed companies that regularly published annual financial reports from 2015 to 2023 was used to construct a moderated mediation model. The dataset, 7.8 MB in size, was authored by Jie Tu and last updated on 2026-04-15. It was used to study the impact of fiscal decentralization on enterprise technological innovation within a three-tier principal-agent framework.
Jie Tu's dataset contains empirical results from a study on how fiscal decentralization affects enterprise technological innovation. It uses a sample of A-share listed companies in China from 2015 to 2023. The data supports a moderated mediation model within a three-tier principal-agent framework.
12 studies and 7 assessment tools were identified in a systematic review investigating unmet needs among head and neck cancer survivors. The dataset, created by Ya Huang, compiles findings from a search of 11 databases up to August 20, 2025. It reports that health system/information, psychological, and patient care/support are the top three unmet needs.
Resonance analysis of the main text of the PLT2017 document, supporting a 2026 journal article. The dataset was authored by Pierre Glynn and is 107.5 KB in size, containing PNG and XLSX files. It was last updated on April 16, 2026.
Supplemental data and analysis inputs/outputs for a 2026 study on the evolutionary origin of Utricularia suction traps. The 9.7 MB ZIP archive contains directories for phylogenetic trees and tables/figures. The dataset was authored by Masafumi Obara and shared under a CC-BY-4.0 license.
De-identified raw data from a randomized controlled trial investigating a mindfulness-based intervention for parents of children with special needs. The dataset includes participant demographics and item-level responses for Mindfulness in Parenting, Parenting Self-Efficacy, and Family Resilience scales. Data was collected at baseline, post-intervention, and a 1-month follow-up, with a README sheet providing variable descriptions.
A 380.4 KB DOCX file from figshare contains supplementary data for a study on how substrate stiffness modulates human gingival fibroblast paracrine signaling. The study, authored by Watcharaphol Tiskratok and last updated in April 2026, investigated the effects on osteogenic differentiation of human periodontal ligament cells under normal and inflammatory conditions. The file is licensed under CC-BY-4.0.
April 2025 UK-wide data on Special Areas of Conservation (SACs) and Special Protection Areas (SPAs), following the Standard Data Form (SDF) format. The spreadsheet, organized by tabs for site details, interest features, and administrative regions, is maintained by the Joint Nature Conservation Committee. It includes site size, location, designation dates, and feature listings, with country codes for England, Scotland, Wales, Northern Ireland, and offshore zones.
A 2014 map layer from the Dutch province of Drenthe delineating areas with an expected archaeological value. The data appears to be part of the 'Environmental Vision 2014' plan and is based on professional archaeological quality standards. It was published by the Dutch Ministry of the Interior and Kingdom Relations under a public domain dedication license.
Experimental data evaluates the gastroprotective effects of Pyrus syriaca Boiss. methanolic extract (MEPS) in rats. The 5.5 KB dataset contains measurements from a study by Khaled Abdul-aziz Ahmed, published on figshare in April 2026. It assesses phytoconstituents, acute toxicity, and biological markers following ethanol-induced ulcer models.
CUA-Gym provides a collection of tasks for training computer-use agents with programmatically verifiable rewards. Each task pairs a natural-language instruction with executable setup artifacts and a Python reward function. The public preview contains a randomly sampled subset of the full task pool, authored by xlangai and last updated on 2026-05-26.
Telemetry data from a seven-month industrial case study of a production banking subsystem, spanning October 2021 to April 2022. The dataset was created by Richard Drayton to support research on Dynamic Adaptive Software Performance Engineering (DA-SPE). It includes derived 10-second series aggregated into overlapping 30-minute windows for analysis of performance drift.
A dataset from figshare by Seongjong Lee, last updated April 2026. It contains experimental results on the inhibitory effects of a plant extract on NLRP3 inflammasome activation in human and murine cell lines. The data likely includes measurements of IL-1β secretion, cell viability, and protein expression from Western blot analysis.
A 151.3 KB PDF research paper authored by Madhuri Budamkayala, last updated in April 2026. The document presents experimental data from a rat model study investigating the safety and efficacy of dexmedetomidine and ketamine combinations in attenuating methamphetamine-induced agitation. Key measurements include locomotor activity, sedation depth via a rat coma scale, and side effects.
A 534.8 KB PDF file published on figshare by Madhuri Budamkayala in April 2026. The data provides proof-of-concept support for using dexmedetomidine and ketamine to treat methamphetamine-induced agitation in rats, comparing locomotor activity, sedation depth, and side effects across different drug combinations.
An experimental vignette study investigates the effect of perceived responsibility on stigma toward people experiencing food insecurity. The dataset contains results from 322 university student participants, including 106 self-reporting as food insecure, collected in an online experiment. It was authored by Natalie Taylor and last updated in April 2026.
Limin Yu published a summary of supporting literature for 15 Level 3 assessment criteria on figshare in May 2026. The dataset is a 9.5 KB Excel file available under a CC-BY-4.0 license. The specific row count and column definitions are not provided in the metadata.
HPLC analysis results for sulfated polysaccharides extracted from the red alga Gracilaria corticata. The dataset includes retention times in minutes and relative concentrations in percentage for identified monosaccharides. Zeynab Falihzadeh published this 5.5 KB Excel file under a CC-BY-4.0 license in May 2026.
Western Australia's Vlaming Sub-Basin was surveyed in March-April 2012 by Geoscience Australia to support CO2 storage potential assessment. The survey collected 653 km² of multibeam and backscatter data, 6.65 km² of side-scan sonar imagery, and 89 seabed grab samples from 43 stations. Data acquisition focused on two areas above the South Perth Shale seal and Gage Sandstone reservoir to investigate seabed-deep geology connectivity.
The Australian Exclusive Economic Zone and surrounding waters are covered by this dataset of long-term primary productivity hotspots. It is derived from monthly MODIS Aqua chlorophyll a images processed with NASA SeaDAS software between July 2002 and August 2014. The research was supported by the National Environmental Science Program Marine Biodiversity Hub.