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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,205 datasets
Three years of coordinated seabed mapping data from the AusSeabed program, managed by the Australian Ocean Data Network. The data covers Australia's marine jurisdiction of over 10 million square kilometres, with an estimated 25% mapped to adequate resolution. This federated, cloud-based platform collates seabed mapping datasets and integrates them with other marine data types.
Thirty-five healthy women without a recent history of falls were analyzed using three-dimensional gait analysis. The dataset compares spatiotemporal gait parameters between young women (20-40 years) and adult/older women (50-70 years). It was created by Flávia Martins Gervásio and is available via paperswithcode.
Experimental input and output data from an industrial case study on an Autonomous Surface Vessel performing a Search and Rescue mission. The data was generated using the Taguchi method for Design of Experiments and analyzed with regression techniques by researchers at the University of South-Eastern Norway. The dataset is organized across 10 spreadsheet sheets covering screening, investigation, and analysis phases.
Southern Australian waters between Fremantle and Hobart are covered by chlorophyll-a data collected during the RV Investigator voyage IN2024_T01 from 9 to 20 March 2024. The dataset comprises in vitro fluorometric analyses from underway seawater and CTD collections, providing an indicator of phytoplankton biomass. It was contributed by the Australian Ocean Data Network to support oceanographic and ecological studies.
2015 observations of 19,105 individuals in Parque do Povo, the main public park in Presidente Prudente, Brazil. Data was collected using the System for Observing Play and Recreation in Communities (SOPARC) tool. The study was authored by Fernanda Berguerand Xavier to verify the relationship between parks and physical activity.
410 children aged 18 to 42 months participated in a study analyzing home environment quality for motor development opportunities in central Rio Grande do Sul. The research used the AHEMD-SR instrument and found households with lower parental wages and education provided significantly fewer motor stimulation opportunities. Ellen Santos SOARES authored this study, which concluded a shortage of development-promoting materials in most residences, strongly linked to family socioeconomic status.
A 2010 cross-sectional study of 692 primary care users in Blumenau, Santa Catarina, Brazil, evaluating access to medicines. The dataset includes variables on demographics, drug usage, waiting times, and information received, comparing users of the Family Health Strategy and General Ambulatory modes. It was authored by Ernani Tiarajú de Santa Helena and published via paperswithcode.
Annual counts of full-day, institution-wide staffing-related lockdowns at adult correctional facilities in Ontario. The dataset is reported on a facility-by-facility basis and is published by the Government of Ontario. It was last updated on June 3, 2026.
A cross-sectional study based on data from the Sistema de Informações sobre Nascidos Vivos (SINASC) for the state of Santa Catarina, Brazil. The dataset covers 61,278 births across 61 maternity services in six municipalities. The research was authored by Paulo Fontoura Freitas and investigates the association between institutional factors and cesarean section rates.
1,000 pollen grains were analyzed per genotype in a study by Embrapa Wheat to infer genetic stability. The research assessed hexaploid triticale genotypes in a Brazilian breeding program using optical microscopy and acetic carmine staining. Data includes counts of binucleate and trinucleate pollen grains, grains with little starch, empty grains, and those with more than one pore or different sizes.
An article by Joseph A. Ritter of the Federal Reserve Bank of St. Louis surveys the primary data sources used to construct the U.S. National Income and Product Accounts (NIPA). It focuses on the raw inputs to the process, detailing who answers what kinds of questions. The description highlights the considerable uncertainty inherent in these aggregate economic measurements and the need for ongoing evaluation of data-collection efforts.
2015 observations of 19,105 individuals in Parque do Povo, the main public park in Presidente Prudente, Brazil. Data was collected using the System for Observing Play and Recreation in Communities (SOPARC) tool. The study was authored by Fernanda Berguerand Xavier to verify the relationship between parks and physical activity.
A subset of soil density fraction data from The International Soil Radiocarbon Database (ISRaD), compiled for a meta-analysis. The data includes measurements of radiocarbon persistence, organic carbon abundance, and the proportion of carbon in mineral-associated fractions from 52 studies. The dataset was used by Katherine Heckman of the US Forest Service to support a manuscript titled 'Beyond Bulk'.
Hydrological simulations for California derived from the PCR-GLOBWB model, including drought analysis. The data was created by Niko Wanders of Utrecht University to support a 2017 review paper on the human-water interface in hydrological modeling. The dataset's specific temporal coverage is not stated in the provided metadata.
Late Palaeozoic fossils have been recorded from near the south-west margin of the Canning Basin. Two collections from 1954 confirm the presence of marine Permian rocks in this area, supplementing earlier finds from 1926 and 1949. The dataset is hosted by the Australian Ocean Data Network.
Parsons et al 2021 - Supporting Data comprises seismic tomography data and a shapefile of a restored Eurasian continental margin. The data were collected via the SubMachine web app and processed using ArcMap and Adobe Illustrator. This dataset supports the accompanying manuscript by Andrew J. Parsons from the University of Oxford, published in Geophysical Research Letters.
State Penalties Enforcement Registry (SPER) payments received by SA4 regions in Queensland. The dataset is provided by the Queensland Treasury and was last updated on July 2, 2026. It is available in XLSX and CSV formats under a CC-BY-4.0 license.
2021 'Seeds for Snapper' data details a community volunteer seed-based seagrass restoration program in Perth, Western Australia. It includes metrics on diver and shore support personnel counts, volunteered hours, and fruit collection volume and estimated numbers. The dataset is hosted by the Australian Ocean Data Network and was last updated in July 2026.
Module 94 of the Davis Logic V2 project details a static-memory, real-time signal autocorrelation estimator algorithm for embedded microcontrollers. The algorithm, authored by Jamie Davis and licensed under CC BY 4.0, processes data streams using a circular sliding window and 64-bit intermediate calculations to output Q16.16 fixed-point results. The 2.2 KB text file was last updated on 2026-05-31.
NFDH's National Formal Rest Areas dataset harmonizes state and territory government data on formal rest area locations and facilities. The data is intended to help drivers manage fatigue and comply with driving hours regulations by providing opportunities for sleep and rest breaks. The dataset was last updated on 2026-06-27.