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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,861 datasets
Ten healthcare providers were interviewed for a qualitative study exploring their experiences and challenges managing self-injurious behaviors in children aged 5–12 years with Autism Spectrum Disorder. The data, published by Hillary Mugabo Mukula on figshare, was analyzed thematically using Braun and Clarke’s framework, resulting in two main themes. The dataset was last updated on June 4, 2026.
Ali Ibrahim Alhefzi published a biomechanical dataset on figshare in May 2026. It contains data from 86 participants (43 return-to-sport, 43 non-return-to-sport) 6 to 24 months post-ACL reconstruction. The data includes 3D gait analysis asymmetry indices and single-leg hop test performance metrics.
Data supporting validation of a method to estimate particle diameter, velocity, and brightness from time-resolved flow cytometry signals. The dataset was created by Megan A. Catterton and last updated on 2026-05-18. It includes results from experiments varying flow rates on microspheres and applying the method to cells labeled with a DNA binding dye.
An Excel file contains time-resolved signal data from flow cytometry experiments. The data supports validation of a method to estimate particle diameter, velocity, and brightness from pulse shapes, applied to microspheres and cells labeled with a DNA dye. The dataset was authored by Megan A. Catterton and last updated on May 18, 2026.
An Excel file contains time-resolved signal data from flow cytometry experiments. The data supports research on estimating particle diameter, velocity, and brightness from pulse shapes, validated using microspheres and cells labeled with a DNA binding dye. The dataset was authored by Megan A. Catterton and last updated in May 2026.
Experimental data supporting validation of a method to estimate particle diameter, velocity, and brightness from time-resolved flow cytometry signals. The dataset was created by Megan A. Catterton and last updated on 2026-05-18. It includes results from controlled flow rate variations on microspheres and cells labeled with a DNA binding dye.
SPURS-1 deployed five research cruises in 2012-2013 to investigate the high-salinity region of the subtropical North Atlantic. The dataset provides continuous, calibrated surface temperature and salinity measurements from ship-mounted thermosalinographs across a 900 x 800-mile study area. These in-situ observations are designed to be combined with satellite salinity data from Aquarius/SAC-D and SMOS to analyze near-surface ocean processes.
771 UCTD casts from the 2012-2013 SPURS-1 oceanographic campaign provide high-resolution vertical profiles of conductivity, temperature, and salinity in the subtropical North Atlantic. Data from the R/V Knorr and R/V Endeavor cruises are binned at 1-meter depth intervals within a 900 x 800-mile study area centered at 25°N, 38°W. This in-situ data supports the analysis of processes maintaining the region's high surface salinity maximum.
A land suitability map for commercial sugarcane (Saccharum officinarum L.) cultivation in the Cundinamarca department of Colombia, produced at a 1:100,000 scale. The dataset results from a 2016 inter-administrative contract between UPRA and the Cundinamarca Governor's Office, incorporating biophysical, socioeconomic, and socio-ecosystem components. It categorizes areas into High, Medium, Low, Not Suitable, and Legally Excluded aptitude classes.
Supporting information for a study analyzing lithium morphology and solid electrolyte interphase (SEI) compositional changes during the first charging process of anode-less batteries. The dataset was authored by Luna YOSHIDA and last updated on 2026-05-29. It compares results from a standard electrolyte (STD) to one modified with tetrakis(trimethylsiloxy)titanium (STD+TMST).
FERDI's 2024 study provides a mapping of impact investors operating across the African continent. The accompanying dataset lists these investors and provides general information about their characteristics. It is intended to support analysis of the impact investing sector's structure and development in Africa.
A cohort of 6,026 children was followed from 2016 to 2025 to study recurrent respiratory tract infections. The dataset, created by Hehua Cai and shared under CC-BY-4.0, includes 1,227 cases and was used to develop a predictive nomogram based on clinical history and nutritional indicators. The model was trained on 4,219 children and tested on 1,807.
6,026 children were included in a 10-year real-world cohort study (2016–2025), with 1,227 (20.4%) developing recurrent respiratory tract infections (RRTIs). The dataset, authored by Hehua Cai and shared on figshare under CC-BY-4.0, was used to develop and validate a predictive nomogram. The model identified independent predictors including allergy history, asthma history, vitamin levels, birth weight, passive smoking, and hemoglobin.
A dataset from a study investigating the toxic effects of different molecular weight polycyclic aromatic hydrocarbons (PAHs) on the model organism Saccharomyces cerevisiae. The research assessed oxidative stress biomarkers including gene expression, reactive oxygen species generation, superoxide dismutase activity, and glutathione content after 24-hour exposure to phenanthrene, fluoranthene, benzo[ghi]perylene, and benzo[a]pyrene. The results demonstrated that cell viability and toxicity levels were related to PAH molecular weight and benzene ring count.
Chaithra Holla's qualitative study explores the personal and familial needs of parents with toddlers in urban Bengaluru, India. The dataset contains interview data from eight professionals and ten parents, analyzed thematically. The study was last updated on 2026-05-25.
Ching-Yi Wang's research data investigates how visually impaired individuals construct color experiences through multisensory stimulation. The dataset includes semi-structured interviews with six participants describing nine colors based on tactile, olfactory, auditory, and emotional cues, and a follow-up questionnaire with fifteen participants. The file was last updated on figshare in May 2026.
Six participants were interviewed to describe nine colors based on tactile, olfactory, auditory, and emotional cues, and fifteen participants completed a follow-up questionnaire. The study by Ching-Yi Wang, published on figshare, found preferences for black, green, yellow, and red, and categorized elicited adjectives into emotional, taste, appearance, time, and abstract types.
Ching-Yi Wang's research on figshare investigates how visually impaired individuals construct color experiences through multisensory stimulation. The dataset likely contains qualitative interview and questionnaire data from 21 participants describing nine colors based on tactile, olfactory, auditory, and emotional cues. The file was last updated on 2026-05-18.
Six participants described nine colors based on tactile, olfactory, auditory, and emotional cues in semi-structured interviews. A follow-up questionnaire with fifteen participants examined the recognition and applicability of the identified color adjectives. Ching-Yi Wang published this research document on figshare in May 2026.
South Africa humanitarian data from the HDX Humanitarian API, which provides standardized indicators from multiple sources for interoperability. The dataset is designed to facilitate automated workflows and visualizations to support humanitarian decision making. It was last updated on 2026-05-28 by the HDX Humanitarian API Data organization.