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Student performance, MOOC logs, knowledge tracing, standardized tests, learning analytics
12,515 datasets
Individual Income Tax Return Statistics presents data from individual income tax and benefit returns processed for the 2024 tax year. The dataset contains the most recent 2024 tax year assessments or reassessments up to the cut-off date of November 30, 2025, and is published by the Canada Revenue Agency. It was last updated on May 19, 2026.
UNOSAT flood impact assessments for Bhutan. The data is provided by the United Nations Satellite Centre (UNOSAT) and was last updated on 2026-05-22. The dataset includes spatial data files in SHP and GEODATABASE formats.
Lynn Farrell's dataset contains survey results from 179 healthcare professionals in cancer care in Ireland, collected via an anonymous self-report survey. The data was used in a 2026 study employing Structural Equation Modelling to examine relationships between psychological inflexibility, resilience, and dimensions of burnout and professional fulfilment. The dataset is 49.6 KB in size and was last updated on May 21, 2026.
A survey dataset of 179 healthcare professionals in cancer care in Ireland, collected via anonymous self-report. The data was analyzed using Structural Equation Modelling to examine relationships between psychological inflexibility, resilience, and professional wellbeing. The dataset was authored by Lynn Farrell and last updated on 2026-05-21.
Anna Merlo authored a 2.8 MB document uploaded to figshare on 2026-05-21. The document describes a study investigating the therapeutic synergy between umbilical cord-derived mesenchymal stromal cells (UC-MSCs) and Vedolizumab (VDZ) for treating acute graft-versus-host disease (aGvHD). The research includes findings on cell phenotype, immunomodulatory function, and survival outcomes in an NSG mouse model.
Scotland's national landscape character types, produced by the Scottish Government in collaboration with Forestry and Land Scotland and Historic Environment Scotland. The dataset represents a revised national suite of landscape character types at a 1:50,000 scale, building upon a program initiated in the 1990s. It was last updated on May 11, 2026.
2172 transverse ultrasound images of the neck from 61 participants support the publication 'Objective analysis of neck muscle boundaries for cervical dystonia using ultrasound imaging and deep learning'. The dataset includes manually annotated labels segmenting 13 muscle, ligament, and vertebra structures. It was contributed by Ian Loram and includes clinical labels, sex, and age for each participant.
Florencia Gomez Zaccarelli authored a qualitative study examining the evolution of a research-practice partnership between a research university and a Local Public Education Service in Chile, initiated in 2021. The 25.8 KB document analyzes organizational structures and power dynamics using interview and meeting note data. The study was last updated on 2026-05-14.
64 U.S. Special Operations Forces-affiliated stakeholders responded to a web-based survey from April to June 2025. The survey addressed community issues, symptom priorities, tool needs, and preferred information formats for Warfighter Brain Health efforts. The dataset, authored by Rebecca A. Ivory, is a supplementary document summarizing the survey's descriptive and weighted ranking analyses.
Three Indian medical colleges participated in a multi-centre, cluster-randomised controlled trial with 383 undergraduate gynaecology students. The dataset, authored by Mohammed Ismail-Khan and last updated in May 2026, compares the effects of cadaveric prosection, interactive 3D digital anatomy, and slide-based instruction on cognitive load and surgical anatomy performance.
383 undergraduate gynaecology students from three Indian medical colleges participated in a cluster-randomized trial comparing three anatomy instruction modalities. The dataset includes primary outcome assessments of surgical anatomy performance and cognitive load ratings during an operative interpretation task. The study was authored by Mohammed Ismail-Khan and published on figshare in May 2026.
383 undergraduate medical students from three Indian medical colleges completed a surgical anatomy assessment and cognitive load questionnaire after receiving anatomy instruction via one of three modalities. The data, published under CC-BY-4.0 by Mohammed Ismail-Khan, includes primary outcomes of cognitive load and performance scores from a cluster-randomized controlled trial. The dataset was last updated on 2026-05-21.
A 3.6 MB supplementary document authored by Ahmet Akif Erbaล, last updated on May 21, 2026, details a mixed-methods study on museum-based cultural heritage education. The research used a pre-testโpost-test control group experimental design and student interviews to examine impacts on primary school students' academic achievement and perceptions of sustainability and cultural heritage. The findings are intended to contribute to the pedagogical integration of museums with formal education.
462 electoral wards across 11 Local Government Districts have annual descriptive price statistics from 2005 to 2024. The Government Digital Service provides metrics like minimum, median, and maximum sale prices, along with the number of verified sales, under the OGL-UK-3.0 license. The data excludes non-arms-length sales, properties with extreme sizes, and very low-value transactions to focus on a consistent subset of the residential market.
Annual headcount figures for individual New South Wales government schools, collected each year on the first Friday in August since 2004. The data is published by the NSW Department of Education's Centre for Education Statistics and Evaluation. Figures for schools with five or fewer students are suppressed for privacy.
Annual descriptive price statistics for 11 Local Government Districts in Northern Ireland from 2005 to 2024. The dataset includes minimum, lower quartile, median, mean, upper quartile, and maximum sale prices, along with the number of verified sales, published by the Government Digital Service. Data is filtered to include only arms-length sales of properties with habitable space between 30m2 and 1000m2 and a sale price over ยฃ20,000.
A systematic review document analyzing neurodevelopmental consequences of adolescent cannabis use. The review screened 3,421 records and included 36 studies involving 8,432 participants, published by Valerio Ricci on figshare in April 2026. It examines structural brain changes, cognitive impacts, addiction vulnerability, and long-term outcomes.
An open-source hydrodynamic model for tsunami propagation across the Pacific Ocean, using nested grids to resolve sites of interest with resolution down to 10 meters. The dataset, associated with Geoscience Australia Data, demonstrates a technique for modeling tsunamis with spatially varying Highest Astronomical Tide levels, validated in a case study of the Gladstone region. Earthquake-tsunami scenarios are sampled from the 2018 Australian Probabilistic Tsunami Hazard Assessment database.
A dataset supporting research on morphology-sensitive flood resilience in high-density urban areas. It integrates graph-based morphological zoning and explainable machine learning to examine spatial variations in resilience mechanisms, using ultra-high-density coastal Macau as a case study. The dataset was created by Ziyi Chen and last updated on May 13, 2026.
Active present-day hydrocarbon seepage has been imaged for the first time in Australia on the tropical carbonate Yampi Shelf, in 50 and 90 m water depth. The dataset, from the Australian Ocean Data Network, describes seabed features like gas plumes, reflective blocks, pockmarks, and mounds, and their correlation with subsurface geophysical data. It was last updated on 2026-06-04.