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Student performance, MOOC logs, knowledge tracing, standardized tests, learning analytics
12,770 datasets
42 video transects and 6,229 still photographs were collected from the Capel and Faust basins and Gifford Guyot during the TAN0713 voyage in 2007. The survey, conducted by Geoscience Australia with partners including NIWA, explored deep-sea habitats and underlying geology for petroleum potential in water depths of 259-2,260 meters. Video footage was recorded on mini DV tapes and later converted to digital formats, with representative snippets created for some stations.
Unvalidated automated species classifications from an England-wide passive acoustic bat survey across National Forest Inventory squares. Data are georeferenced using a delocalised grid, with bounding coordinates provided for each square. These sample data are intended for applications where classification uncertainty can be modelled into analyses at regional or national scales.
Geoscience Australia and CSIRO assessed conventional and unconventional hydrocarbon resources in the Adavale Basin of central Queensland. The assessment analyzed 39 petroleum exploration wells and identified 25 play elements across seven chronostratigraphic sequences. Risk maps were generated to indicate qualitative prospectivity, highlighting proven areas and zones of unconventional potential.
UNHCR's 2022 Multi-Sector Needs Assessment gathers information on the location, documentation, livelihoods, displacement status, nutrition, and access to WASH, shelter, and information for refugees in Sudan. The country hosts 1.14 million refugees and asylum seekers as of mid-2022, with 38% residing in camps and 62% in out-of-camp settings. This anonymized dataset informs the Country Refugee Response Plan for protection and lifesaving assistance.
Organic contaminants detected in sediment samples from Geoscience Australia's marine survey S282 in the Arafura Sea include fatty acid amides, chemical antioxidants, and UV absorbers. The dataset likely contains results from solvent extraction analyses identifying contamination sources such as plastic sampling bags and sunscreen. The data was published by the Australian Ocean Data Network and last updated in April 2026.
Table 1_A systematic review of predictors of college students’ subjective well-being is a 314.4 KB document by Jianmin He, last updated April 16, 2026. It synthesizes evidence from 34 studies involving 15,301 participants, published between 2018 and 2024, focusing on predictors of subjective well-being among Chinese college students before and after the COVID-19 pandemic.
Chinese college students' subjective well-being predictors synthesized from 34 studies published between 2018 and 2024. The dataset contains findings from a systematic review following PRISMA 2020 guidelines, covering 15,301 participants. It was authored by Jianmin He and last updated on 2026-04 16.
Geoscience Australia Data presented a method for tsunami hazard assessment that accounts for spatially varying Highest Astronomical Tide (HAT) levels. The technique is demonstrated using the Gladstone region as a case study, with tests comparing tsunami scenarios at different HAT levels and 'mini' probabilistic hazard assessments at three sites. The work was presented at the 2025 Australasian Coasts & Ports Conference.
Chinese college students' subjective well-being is analyzed in a systematic review of 34 studies with 15,301 participants. The review, conducted by Jianmin He and following PRISMA 2020 guidelines, synthesizes evidence from peer-reviewed literature published between 2018 and 2024. It identifies six primary predictive clusters, including social support and individual resilience, to inform mental health interventions.
Meeting summaries from the Minister's Advisory Council on impact assessment, which provides non-partisan advice to the Minister of Environment and Climate Change. The Council focuses on governance, effectiveness, and efficiency of processes under the Impact Assessment Act. The data is provided by the Impact Assessment Agency of Canada and was last updated on 2026-04-22.
Letters from the Minister’s Advisory Council on Impact Assessment provide non-partisan advice to Canada's Minister of Environment and Climate Change. The collection likely contains recommendations on the governance, effectiveness, and efficiency of impact assessment processes under the Impact Assessment Act. The dataset is published by the Impact Assessment Agency of Canada and was last updated on 2026-04 22.
A 6.7 GB repository of datasets, trained models, and simulation scripts for molecular dynamics and metadynamics. The data spans three chemical systems—aspirin, water, and H₂ combustion reactions—and includes training, sampling, and simulation workflows. Author Eric Yuan uploaded the collection to figshare in April 2026 under a CC-BY-4.0 license.
Environment Agency data shows areas in England that benefit from flood defences for a 1% annual chance river flood or 0.5% annual chance sea flood. This dataset was retired on November 2, 2022, and superseded by the 'Reduction in Risk of Flooding from Rivers and Sea due to Defences' dataset. The mapping assumes defences act perfectly and aligns with Flood Zone 3 criteria from Planning Practice Guidance.
225 participants from a state university college provided qualitative data on the alignment of institutional Vision, Mission, Goals, and Objectives. The dataset contains interview and survey responses analyzed to explore stakeholder perceptions, operational practices, and outcomes. Author John Michael Del Rosario Aquino published the study under CC-BY-4.0 on figshare in April 2026.
78 Saudi university students provided systematic preferences for native and non-native English teachers across specific tasks. Data was collected via questionnaire at a target institute and authored by Israa Qari, last updated in April 2026. Findings reveal a mismatch between student preferences favoring non-native teachers for core skills and traditional university recruitment prioritizing native speakers.
A research dataset integrating single-cell transcriptomics, spatial transcriptomics, bulk transcriptomics, genomic, and MRI radiomic data to delineate tumor cell heterogeneity in breast cancer. The study, authored by Gui-Xin Wang and last updated in April 2026, identifies a poor-prognosis tumor cell cluster (C1) and develops machine learning models for non-invasive assessment and risk stratification.
EAE-EFI/Brazil is a validated Brazilian Portuguese version of the self-efficacy scale for physical education teacher education majors toward children with disabilities (SE-PETE-D). The dataset, created by Renato de Carvalho Guerreiro and last updated in April 2026, contains the translation, cultural adaptation, and psychometric validation results for the scale. It is a 218.6 KB document published under a CC-BY-4.0 license on figshare.
A document compares two dimethyl ether (DME) production pathways from CO2 using process simulation and life cycle assessment. The study, authored by Mohamad Kanso, models scenarios using 5,864 kg CO2 from a cement plant flue gas and analyzes impacts from 2020 to 2050. It was last updated on April 20, 2026.
Geoscience Australia produced palaeogeographic maps for the South Perth Shale Supersequence as part of a 2011 National CO2 Infrastructure Plan project. The maps depict the distribution and thickness of mudstone facies, which act as an effective sub-regional seal, to characterize CO2 containment potential in the Vlaming Sub-basin. The analysis is based on a sequence-stratigraphic approach and builds on prior assessments estimating the shale's capacity to hold a column of CO2 up to 663 meters.
Qualitative evidence from 20 Chinese undergraduates learning English as a foreign language, collected by Anni Yang and published on figshare in April 2026. The data includes AI-mediated reading interactions, reflective logs, and interview transcripts, analyzed to identify misalignments between AI affordances and critical thinking skill development. The study proposes a design matrix to align technology with cognitive skill cultivation.