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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,911 datasets
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.
A dataset of user experience (UX) methods extracted from analyzed gray literature catalogues. It includes method classifications, descriptive structures, and a card sorting template used in a specialist activity. The dataset was authored by Solano Lima Oliveira and last updated on May 27, 2026.
A 24.2 MB audio file in WAV format, last updated on June 3, 2026. The recording features a dialogue where Bumbo explains to Karim S. Tenge how to place support stakes for fences in high currents and winds. The dataset was authored by Marie-Annick Moreau and is shared under a CC-BY-NC-SA-4.0 license.
Report counts from the Financial Transactions and Reports Analysis Centre of Canada (FINTRAC) are broken down by activity sector, report type, year and month of receipt, and reporting entity location. The location is represented by the forward sortation area (FSA) component of the Canadian postal code. The dataset's publication is temporarily paused to accommodate a transition to new reporting forms, with the last update recorded on 2026-04-09.
30-minute average tower flux and meteorological data were collected at a fen site near Thompson, Manitoba, Canada. The dataset spans multiple years, with the main experimental period in 1994 and additional data from 1993, 1995, and 1996 to capture seasonal flux behavior. It was collected by the BOREAS TF-10 team under NASA.
Fillipe Pedroso-Santos provides data supporting a study on Amazonian anurans, including shapefiles, data inputs, and R scripts. The dataset is 5.2 MB and includes multiple file formats such as SHP, CSV, and XLSX. It was last updated on 2026-05-27 and is licensed under CC-BY-4.0.
Joint Nature Conservation Committee provides locations and particle size analysis results for 14 grab samples from the Wight-Barfleur Reef candidate Special Area of Conservation. Samples were collected aboard the RV Cefas Endeavour during cruise CEND0313 between March 19 and 24, 2013. The data is stored as an ArcGIS point feature class.
Summarized raw data supporting the main findings of a study authored by Lu Zhang. The 57.8 KB XLSX file is available under a CC-BY-4.0 license. It was last updated on June 4, 2026.
Coarse-scale global elevation and derived parameters at 1.0 and 0.5-degree resolutions were developed for the International Satellite Land Surface Climatology Project (ISLSCP) Initiative II. The dataset provides statistical moments up to the fourth to describe sub-cell distributions of parameters like elevation, slope, aspect, and compound topographic index. It is derived from the HYDRO1k product, which has a native 1 km resolution.
Global Affairs Canada conducted an evaluation of the Canadian Technology Accelerator (CTA) program. The evaluation assessed the program's relevance, efficiency, and effectiveness in supporting the growth of Canadian SMEs across 12 international missions. The dataset was last updated on 2026-05-28.
A 2026 publication by the International Seabed Geomorphology Mapping Working Group presents a standardized classification framework for marine and coastal landforms. The framework includes a glossary of over 400 terms across 11 classes and maps 40 bathymetric shapes, developed through an Ocean Best Practice process. It aims to support consistent global mapping for evidence-based ocean decision-making.
Schmidt Ocean Institute collected bathymetry data and seafloor imagery for the Gascoyne Marine Park offshore northwestern Australia during survey FK200308. The dataset highlights canyon environments, including the Cape Range Canyon, detailing its structure, geological history, and associated benthic life. Funding was provided by Schmidt Ocean Institute, Geoscience Australia, the Australian Government’s National Environmental Science Program (NESP) Marine Biodiversity Hub, the Director of National Parks, and the Foundation for the WA Museum.
A glossary of seabed morphology features provides definitions and schematic diagrams for marine scientists. It updates a 2016 classification scheme and was created by a collaboration of marine mapping programs from Norway, Ireland, UK, and Australia. The report was published in 2020.
The 2005 Benthic Bioregionalisation subdivided Australia's Exclusive Economic Zone into 41 bioregions, including 24 biologically unique provinces. This dataset, created by Geoscience Australia and the Australian Ocean Data Network, integrates seabed bathymetry, fish diversity, and other biophysical variables to support marine protected area planning. It includes derived maps of geomorphic features and 'seascapes' that integrate multiple spatial data layers.
A 2019 review paper by Hayes et al. analyzes how monitoring programs for Australia's Marine Park network can be designed to provide stronger causal evidence. The work critiques the Evidence Based Decision Making paradigm and proposes improved design strategies like randomized sampling and propensity scores. It was published in Frontiers in Marine Science and is hosted by the Australian Ocean Data Network.
A dataset from figshare published by Eslam Roshdy on 2026-04-30. It contains data on rationally designed bis-triazole-linked benzenesulfonamide compounds evaluated as selective carbonic anhydrase IX/XII inhibitors. The dataset likely includes biological evaluation results, such as inhibition constants (KI) for cancer-associated isoforms hCA IX and XII, and chemosensitizing activity data in breast and pancreatic cancer cells.
A 2026 study by J. K. Owaresat provides gene co-expression network analysis from RNA-seq data of 30 human neural progenitor cell samples infected with Dengue-2 and Zika viruses. The analysis identified 12 co-expression modules from 4,587 genes, with specific modules strongly correlated to each viral infection. This network-based molecular study may inform therapeutic strategies for associated neurological diseases.
A newly discovered coral reef province in Australia's Gulf of Carpentaria, documented through multibeam sonar, drill cores, and underwater video. The dataset includes seven mapped reefs, with U/Th dating showing growth commenced around 10.5 thousand years ago and persisted for approximately 2.0 thousand years. Data was aggregated by the Australian Ocean Data Network and last updated in May 2026.
A complete geospatial inventory of artificial noise barriers installed along the Andalusian highway network in Spain. The dataset was compiled by Rosa María Muñoz-Millán through GIS processing, field verification, and imagery-based interpretation, and was last updated in April 2026. It comprises a JSON file of 82.2 KB, serving as the first openly accessible, standardized inventory of roadside noise barriers in the region.
Amit Sharma's research dataset on figshare, last updated April 28, 2026, details the development of glycolic acid-integrated nanostructured lipid carriers (NLCs) co-delivering apremilast and quercetin. The dataset includes physicochemical characterization data such as particle size (121.75 ± 9.18 nm), polydispersity index, and zeta potential, along with results from in-vitro drug release, skin permeation, cytocompatibility, antioxidant, and anti-inflammatory assays. These data support the evaluation of a novel topical nanocarrier formulation intended for psoriasis management.