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Student performance, MOOC logs, knowledge tracing, standardized tests, learning analytics
12,518 datasets
A qualitative research document from Francesca Marshall analyzes factors affecting postgraduate taught student wellbeing at a Scottish university during the 2020-2021 academic year. The study is based on four focus groups and two interviews, analyzed via reflexive thematic analysis. It identifies nine main themes relating to supportive and hindering factors for wellbeing.
A qualitative study from the academic year 2020-2021 explores factors affecting postgraduate taught student wellbeing at a Scottish university during COVID-19 restrictions. The dataset likely contains transcripts and thematic analysis from four focus groups and two interviews conducted by Francesca Marshall. The file is available under a CC-BY-4.0 license.
A qualitative study by Olivia Ng, last updated in May 2026, examines how clinical year medical students use Generative AI chatbots in their self-study. Data includes semi-structured interviews and recorded chat interactions from twenty participants. The analysis applies an Epistemic Entanglement Framework to understand knowledge co-construction and cognitive offloading.
Yiben Huang published a dual-cohort study on figshare analyzing the association between the fatty liver index (FLI) and chronic obstructive pulmonary disease (COPD). The study uses data from the NHANES 2017–2020 survey (n=15,560) and a clinical cohort from Wenzhou Third Affiliated Hospital, China (n=296). Machine learning algorithms were used for feature selection, and logistic regression models evaluated associations.
A clinical trial protocol document outlines the design for the More2Sleep study investigating the effects of sleep extension on body weight and learning in children. The randomized controlled trial involves 142 school-aged children (6–12 years old) classified as short-sleepers, with a 12-week intervention and a 6-month follow-up. The protocol was authored by Cecilie H. Rasmussen and is available under a CC-BY-4.0 license.
Local government trust fund data from Colchester Borough Council. The Council acts as trustee for two funds: the Old British School Trustees, which assists education and professional entry for residents under 25, and the Colchester Lying-in-Charity, which provides one-off grants of up to £250 for items like prams and cots for unmarried mothers. The dataset is published by the Government Digital Service under an Open Government Licence.
A dataset of 35,685 grayscale facial images across seven emotion categories, created by Makhan Kumbhkar and last updated in May 2026. It is derived from the FER-2013 dataset and is intended for research on the relationship between employee emotions and work culture. The accompanying model uses MobileNet with Transfer Learning and OpenCV Haar Cascade for face detection.
957 intrauterine insemination cycles were used to develop and evaluate three machine learning models for predicting clinical pregnancy. Yingwei Fu authored this research, which compares logistic regression, random forest, and multilayer perceptron algorithms. The dataset was last updated on April 24, 2026.
Geoscience Australia's marine survey S282 collected sediment samples from the Arafura Sea. The dataset documents the detection and source assessment of organic contaminants introduced during sampling, including fatty acid amides, antioxidants, UV absorbers, and hydrocarbons. The primary aim of the survey was to detect evidence for natural hydrocarbon seepage.
Thirty-nine petroleum exploration wells form the basis for a systematic assessment of conventional and unconventional hydrocarbon resources in Queensland's Adavale Basin. The analysis evaluates twenty-five play elements across seven distinct chronostratigraphic sequences, from the Gumbardo to the Buckabie, using a data-driven, split-risking methodology. Risk maps generated from this work support the Australian Government's Trusted Environmental and Geological Information (TEGI) program, aiming to provide transparent baseline data for resource development and environmental planning.
A 5.5 KB Excel file uploaded by Habib ur Rehman on figshare in June 2026. It compares iteration counts and execution times for a proposed MZI method against five classical methods on a specific example, using six initial points. The results correspond to figures in a published PLOS ONE article.
A 5.5 KB Excel file published by Habib ur Rehman on figshare in June 2026. It contains performance data for a proposed MZI method compared against five classical numerical methods. The data corresponds to figures in a published research article.
Maribel de la Cerda Toledo's study data explores emotional wellbeing in students aged 9–12 and their teachers from four schools in the Barcelona metropolitan area during the COVID-19 pandemic across three school years (2020–2023). The dataset likely contains aggregated results from surveys measuring quality of life, perceived school climate, and teacher mental wellbeing, comparing schools that received an emotional intervention program with a control group. The data were analyzed using difference-in-differences and Student's t-tests, showing small but significant positive effects from the intervention.
581 mature oocytes from women aged ≤ 38 years undergoing IVF cycles at Lee Women’s Hospital were studied from August 2024 to August 2025. Chun-I Lee authored this prospective cohort study using polarized light microscopy to measure birefringence signals. The dataset likely contains measurements of spindle and zona pellucida birefringence, developmental outcomes, and time-lapse analysis results.
From August 2024 to August 2025, a prospective cohort study collected data on 581 mature oocytes from women aged ≤ 38 undergoing IVF cycles at Lee Women’s Hospital. Chun-I Lee authored this dataset, which uses polarized light microscopy to measure spindle and zona pellucida birefringence as noninvasive biomarkers for predicting usable blastocyst formation.
581 mature oocytes from women aged ≤ 38 years undergoing IVF cycles at Lee Women’s Hospital from August 2024 to August 2025. The dataset likely contains polarized light microscopy measurements of spindle and zona pellucida birefringence, correlated with embryo development outcomes. It was authored by Chun-I Lee and published on figshare in May 2026.
World Bank data on education inputs, participation, efficiency, and outcomes for Singapore. The data is compiled by the UNESCO Institute for Statistics from official surveys and country reports. This dataset is licensed under CC-BY-4.0 and was last updated in April 2026.
The Canadian Environmental Sustainability Indicators program provides a national summary of annual water quantity status in rivers across Canada from 2009 to 2023. It also offers trends assessing significant changes in water quantity, including very-high and very-low flows, at monitoring stations over a 50-year period from 1974 to 2023. Data is provided by Environment and Climate Change Canada in formats including CSV, GeoJSON, and interactive maps.
Bioassessment data from Yukon River Basin streams sampled in 2006 using the Reference Condition Approach. The dataset was generated as a collaborative test of a draft Watershed Health Monitoring Protocol by university and government researchers. It likely contains measurements related to aquatic ecosystem integrity and fish populations.
Port Fairy Local Coastal Hazard Assessment data delineates the inundation extent for the coastal township. The modeling combines 'bathtub' and dynamic numerical methods, assuming a 50-year Average Recurrence Interval ocean condition with present-day sea levels. The Department of Energy, Environment and Climate Action produced this dataset, which was last updated on April 9, 2026.