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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,968 datasets
WEI LIU published a dataset on figshare in April 2026, detailing the antifungal agent NPD2560. The 9.8 MB dataset contains results from chemical-genomic profiling, mutational analyses, biochemical assays, and transcriptomic analysis in Saccharomyces cerevisiae and Candida krusei. It provides evidence for the compound's mechanism of action targeting the Rho1-centered cell wall regulatory network.
A 601.7 KB document published on figshare under a CC-BY-4.0 license by Brenda Becerra in April 2026. The research demonstrates that inactivation of the cholesterol efflux pump ABCA1 leads to altered brain vascularization and a longer angiogenic window, accompanied by consistent transcriptomic changes. Experimental reduction of cholesterol in cultured brain endothelial cells produced an opposing transcriptomic signature, supporting a direct role for cholesterol in regulating brain angiogenesis.
Long-term seasonal means 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. This research is supported by the National Environmental Science Program (NESP) Marine Biodiversity Hub.
New South Wales imagery web service provides spatial imagery covering the entire state. It is a cached map service combining multiple data sets, including Landsat 2014 satellite imagery, various orthorectified aerial imagery from Spatial Services, AAM, and Jacobs, and Spookfish/Eagleview 2018 imagery. The service is provided by Spatial Services (DCS) and was last updated on 2026-04 09.
A 3.7 GB multimodal dataset supports the paper "I'm not mad, just focused: understanding human emotions in human-robot collaboration" by Seung Chan Hong, Dana Kulic, and Leimin Tian. It includes raw questionnaire results, video recordings, code, and figures from user studies. The dataset was last updated on May 7, 2026.
The MODIS Derived Chlorophyll a dataset measures long-term seasonal variations of chlorophyll a concentrations in ocean surface waters. It is derived from MODIS (Aqua) satellite images processed with NASA's SeaDAS software, covering the Australian EEZ and surrounding waters from July 2002 to December 2017. This research is supported by the National Environmental Science Program (NESP) Marine Biodiversity Hub.
Water Feature Corridor represents spatial extents of water features, including high water mark, low water mark, tidal influence limits, and bay closing lines. Spatial Services continuously updates the dataset with information sourced from stakeholders like Crown Lands and the Office of Environment and Heritage. Data is updated within 10 working days from when a plan is lodged.
Weekly updates provide a portrait of appointment availability across clinics connected to a central orchestrator. The Government and Municipalities of Québec publishes this data under a CC-BY-4.0 license. Files are updated every Thursday at 2 pm, though the displayed update date may be inaccurate.
Australian Ocean Data Network provides underway sea surface temperature observations from the merchant vessel OOCL Houston. Bulk SST is measured by an SBE48 hull contact sensor located 8.2m below the summer load line, with 1-minute median values retrieved hourly and quality controlled at the Bureau of Meteorology. Daily files are available after 0100 UTC.
Joint Nature Conservation Committee collates boundary, site, and feature information for Special Areas of Conservation (SACs) with marine components across UK inshore and offshore waters. The dataset includes a shapefile with site boundaries and attributes like site code, name, status, country, and CP2 region, plus a spreadsheet detailing protected features. This archived version may not capture the most recent boundary updates from Country Nature Conservation Bodies.
Military Personnel Command provides this dataset on the intake of women into the Canadian Armed Forces Regular Force. The data covers a 28-year period from 1997 to 2025 and is released under the Open Government principles. National Defence is the responsible organization, with the dataset last updated in May 2026.
Military Personnel Command (MPC) provides this dataset on recruits joining the Canadian Armed Forces Regular Force. It covers Officers and Non-Commissioned Members from 1997 to 2025. The data is released under the principles of Open Government and carries an OGL-CA-2.0 license.
From 1998 to 2025, this dataset tracks promotions for Officers and Non-Commissioned Members in the Canadian Armed Forces Regular Force. It is published by the Military Personnel Command of National Defence under Open Government principles. The data is provided in CSV format under the OGL-CA-2.0 license.
Outflow data for Female Officers and Non-Commissioned Members leaving the Canadian Armed Forces Regular Force. The dataset covers the period from 1997 to 2025 and is provided by Military Personnel Command under the Open Government principles. It is released by National Defence under the OGL-CA-2.0 license.
A 2026 proposal approved by the International Ocean Discovery Program details a collaboration between Geoscience Australia and the Japan Agency of Marine Earth Science and Technology. The goal is to collect deep rock cores from the Zealandia continental fragment to study its 100-million-year history. This initiative, active since 2014, aims to analyze geology, tectonics, past climate, and ancient microbial life.
A dataset from a photoredox chemistry study delineates a substrate-controlled method for incorporating sulfur dioxide into acrylamide derivatives. The dataset likely contains results from mechanistic studies including radical trapping, isotope labeling, and DFT analysis, as well as biological activity data for selected products. It was authored by Abhaykumar Vishwakarma and uploaded to figshare on 2026-05-05.
An anonymized SPSS dataset supports the statistical analysis and findings of a specific study. The 103.7 KB SAV file is published under a CC-BY-4.0 license to ensure transparency and reproducibility. Author Mahmoud Mohamadizadeh uploaded it to figshare on May 15, 2026.
The Household Support Grant Phase 1 data shows how a UK government fund was distributed by local authorities from 1st October 2021 until 31st March 2022. It includes total spend, awards, and the number of children supported, with a map showing distribution by ward. The data is provided by the Government Digital Service and relates to support for food, energy, water bills, and essential items for households at risk.
An in vitro dataset from a two-stage gut-brain axis model investigating the probiotic Lacticaseibacillus rhamnosus HN001. The data, uploaded by Dulantha Ulluwishewa on 2026-04 14, includes measurements of transepithelial electrical resistance and transcriptional modulation of tight-junction genes in Caco-2 and hCMEC/D3 cell monolayers under various conditions.
An ontology of dementia-related agitation developed to support informal caregivers. It contains 252 concepts, 16 relations, and 241 individuals, formalizing knowledge about agitation types, causes, consequences, and non-pharmacological interventions. The ontology was created by Sumaiya Suravee through literature review, expert workshops, and caregiver interviews, and is implemented in OWL.