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Student performance, MOOC logs, knowledge tracing, standardized tests, learning analytics
13,255 datasets
Experimental data examines the effect of sediment contamination on the recruitment of soft-sediment marine fauna near Casey Station, East Antarctica. The Australian Antarctic Data Centre collected 116 total samples from a field experiment conducted between March 1998 and February 1999. Four locations were tested, including polluted bays near a waste tip and sewage outfall, and control sites.
BDD100K-Images is a mirror of the Berkeley DeepDrive dataset, redistributed for educational and research use. The dataset contains 100,000 images, as indicated by its title, and is maintained by user karthik789338 on Hugging Face. The repository was last updated on 2026-04-27.
Detailed results from the Algorithmic Impact Assessment for Veterans Affairs Canada's Claim Summary Tool. The AI-enabled tool supports the review of Disability Benefit applications by producing structured summaries of medical and service documents. The assessment ensures the tool follows Government of Canada requirements for responsible AI use, including transparency and privacy protection.
Columns such as OrgName, TestName, and IndicatorLabel suggest this dataset contains standardized test results for Vermont schools. The data is published on the Socrata platform by data.vermont.gov and was last updated on April 15, 2026. It likely contains performance metrics for different student assessment groups and schools.
China-based survey data on the adoption of generative artificial intelligence for instruction among K-12 computer science teachers. The dataset was authored by Kang, Chunchen and hosted on Harvard Dataverse, with a last update recorded on 2026-05-26. It supports a mixed-method research study on technology integration in education.
40,000 examples of Python and TypeScript code, curated for fine-tuning the BrainboxAI Coder model. The dataset was built by BrainboxAI, founded by Netanel Elyasi, and includes 20,000 samples sourced from nvidia/OpenCodeInstruct. It was last updated on 2026-04-18.
A 2026 study by Aigerim Bekbenova evaluates the impact of ICT integration on pre-service chemistry teachers. The research involved 34 pre-service teachers and 224 secondary school pupils, using a quasi-experimental longitudinal design with pre-, mid-, and post-tests. It measured changes in chemistry knowledge, digital literacy, and pedagogical competencies, finding significant improvements with large effect sizes.
599 teachers participated in the development and validation of the Teachers' Multicultural Sensitivity Scale (TMSS). The dataset, authored by Shelanee Theresa P. Ruales and last updated in March 2026, contains survey data measuring cultural empathy, competence, and inclusiveness. It was validated through exploratory and confirmatory factor analyses across two studies.
Data Sheet 3 contains integrative multi-omics and machine learning analysis results from a study on non-small cell lung cancer. The 8.9 MB PDF was authored by Qingsheng Liu and last updated on March 18, 2026. The study integrates single-cell and spatial transcriptomic data to investigate spatial niches and the role of CYP27A1+TAMs in immunotherapy response.
A 5.1 MB PDF dataset from figshare, authored by Qingsheng Liu and last updated in March 2026, integrates single-cell and spatial transcriptomic data from non-small cell lung cancer patients. The data was used to construct nine spatial niches and identify CYP27A1+ tumor-associated macrophages as a key component linked to immune checkpoint blockade response. This resource supports the development of prognostic models for personalized cancer management.
A research article by Qingsheng Liu, published on figshare in March 2026, analyzing the tumor immune microenvironment in non-small cell lung cancer. The study integrates single-cell and spatial transcriptomic data to construct nine spatial niches and identifies CYP27A1+ tumor-associated macrophages as a key component linked to immune checkpoint blockade response.
A 22.4 KB research document from figshare, authored by Qingsheng Liu and last updated on March 18, 2026. It describes a study integrating single-cell and spatial transcriptomic data to analyze the tumor immune microenvironment in non-small cell lung cancer patients with varying responses to immune checkpoint blockade. The work identifies specific spatial niches and the role of CYP27A1+ tumor-associated macrophages.
A 29-item psychological stability scale (PSS) was developed and validated for special operations personnel in China. The scale was created using a mixed-methods approach, including interviews with 30 personnel and subsequent factor analysis. Lingzhi Wang authored the study, which was last updated on March 18, 2026.
82 reflective essays from Graduate-Entry Medicine students employed as Senior Teaching Assistants at Swansea University Medical School. The data, authored by Ross Davey and last updated in March 2026, provides a qualitative exploration of pedagogical strategies used in near-peer teaching of anatomy and physiology. Analysis identified themes of a Cognitive Toolkit using principles like retrieval practice and a Humanistic Framework focused on psychological safety and inclusivity.
151 pharmacy students at King Saud University participated in a study on metacognitive awareness and confidence. The data includes pre- and post-test survey results from two midterm exams, contrasting self-reported metrics and grade predictions with actual exam scores. The dataset was created by Rihaf Alfaraj and last updated on 2026-03-18.
Eight lecturers from different disciplines reflect on affordances and tensions in integrating sustainability into higher education. The data is a qualitative auto-ethnographic study from a joint international course organized by Karlstad University in Sweden. It was authored by Birgitta Nordén, last updated in March 2026, and shared under a CC-BY-4.0 license.
Eight lecturers from different disciplines provide collaborative auto-ethnographic reflections on integrating sustainability into higher education. The 24.6 KB document, authored by Birgitta Nordén and shared on figshare, captures affordances and tensions identified during and after an international course organized by Karlstad University. Findings indicate persistent challenges linked to disciplinary differences in applying sustainability concepts to teaching practices.
A qualitative study from an eastern province of China involving 121 first-year middle school students over a 15-week intervention. The dataset contains interview transcripts and analysis on the impact of a Sports Education Model (SEM) basketball season on students' perceptions of motivational climate in physical education. The data was authored by Xiubing Zhang and published under a CC-BY-4.0 license.
126 shallow Conductivity-Temperature-Depth (CTD) profiling casts collected during 2011-2012 research cruises near Pacific islands, atolls, and banks. The Coral Reef Ecosystem Division of NOAA's Pacific Islands Fisheries Science Center gathered these vertical profiles to a maximum depth of 30 meters as part of the Pacific and American Samoa Reef Assessment and Monitoring Programs. Data includes core parameters of temperature, conductivity, and pressure, with auxiliary measurements like fluorometry and dissolved oxygen at select nearshore locations.
A two-round Delphi study with 44 trained teachers validated a framework of 17 AI-digital competencies across four career stages. The final framework includes 51 behavioral indicators, all demonstrating strong content validity with a Content Validity Ratio of 0.75 or higher. Authored by Ihyeon Yoon and published in March 2026, this 17.3 KB document provides a structured basis for teacher development.