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Student performance, MOOC logs, knowledge tracing, standardized tests, learning analytics
12,476 datasets
Three blue-fronted Amazon parrots were observed across four experimental phases to identify behavioral changes associated with induced osteoarthritis and tramadol analgesia. Behaviors were recorded using focal sampling with instantaneous recordings every 30 seconds during 20-minute sessions. The dataset includes results analyzed via generalized linear mixed models, authored by Isaac Mourao Xavier and last updated in May 2026.
Three blue-fronted Amazon parrots were observed for behavioral changes after experimental induction of osteoarthritis and subsequent rescue analgesia with tramadol. The data, published by Isaac Mourao Xavier on figshare, was collected in a laboratory environment using focal sampling with instantaneous recordings every 30 seconds during 20-minute sessions. A species-specific ethogram for arthritic pain was developed, supporting future development of a pain assessment scale for this parrot species.
9.5 KB of qualitative examples from a computational model of emergent communication. The dataset, authored by Kristina Kobrock and last updated in May 2026, supports a study on pragmatic mechanisms in referential communication and categorization. It models the tradeoff between speaker and listener utilities in a multi-agent framework.
A June-August 2023 survey of 1,048 Los Angeles County residents, conducted by Jenna Blyler, examined familiarity and policy support for climate-related terms. Participants were randomly assigned to answer questions about one of five terms: 'climate justice', 'climate change', 'global warming', 'climate crisis', or 'climate emergency'. The data likely contains survey responses measuring familiarity, concern, perceived urgency, policy support, and willingness to change individual behavior.
A systematic review and meta-analysis by Eugenio Trotta synthesizes 19 primary studies involving 5,340 participants. It examines the interplay of working memory, achievement emotions, and student-teacher relationships in second language learning during primary school. The dataset, last updated in May 2026, contains results from this meta-analysis.
13 recent national digital health strategy documents from African countries were analyzed via computational text analysis. The dataset, created by Kimsey Zajac and last updated in May 2026, contains results from assessing how these strategies reference vulnerable populations. The study focused on identifying major topical priorities and systematically evaluating mentions of women, children, and the elderly.
295 survey responses from pre-service primary and secondary mathematics teachers, collected for a project funded by The Learning Skills Research Foundation. The dataset includes scores from the Mathematics Teaching Anxiety Scale (MTAS) and questions on confidence, capability, demographics, and qualifications. Author Rachel Stenhouse last updated the data in June 2026.
Lipid droplet size profiling in yeast, including analyses of wild type and sei1 ldb16 mutant strains. The dataset includes raw data, statistical analyses, and verification sheets from Graphpad and Excel. It was authored by Heimo Wolinski and last updated on 2026-06-02.
Vicmap Infrastructure - Power Line depicts the location of Victoria's distribution and transmission overhead powerline network, specifically Transmission (TL), Sub-transmission (TR), High Voltage (HV), and Low Voltage (LV) vector line data. The dataset is provided by the Department of Energy, Environment and Climate Action under a CC-BY-4.0 license and was last updated on 2026-04-27. It does not include service lines or private overhead powerlines.
A 59.0 KB qualitative dataset from a 2026 study by Chun Zhou, examining how 21 upper secondary students in Southwest China engage with generative AI for science learning. The data, shared under a CC-BY-4.0 license, documents a process from initial trust to critical reconstruction of AI-generated content. It is based on semi-structured interviews with students aged 15-18.
124 facial image features were extracted from multi-center patients with benign pulmonary nodules and lung cancer using a TFDA-1 Digital Tongue and Face Diagnosis Instrument. The dataset was used to train and validate four machine learning models, with the best-performing XGBoost model achieving an AUC of 0.900 on an internal test set and 0.906 on an external validation set. The research was authored by Yulin Shi and last updated on figshare in May 2026.
A Hungarian researcher compiled this dataset for a time-comparative literature footprint analysis of international adult skills assessments. It documents conceptual shifts from adult literacy to life skills, adult competencies, and problem solving across the IALS, ALL, and PIAAC survey cycles. The dataset includes six main Excel files and four figures, totaling 862.1 KB, and was last updated in May 2026.
A survey dataset of 1070 students from five tertiary institutions in Harare, Zimbabwe, examining awareness and utilization of campus-based mental health services. The data includes questionnaire responses on awareness, utilization, barriers, facilitators, and service preferences. The dataset was created by Omega Mukubvu and last updated on 2026-05-06.
1070 students from five tertiary institutions in Harare, Zimbabwe, completed questionnaires on awareness, utilization, and barriers to campus-based mental health services. The dataset, created by Omega Mukubvu, contains descriptive statistics and multivariate logistic regression results from this cross-sectional study. It was last updated on 2026-05 06 17:36:54.
1070 students from five tertiary institutions in Harare, Zimbabwe, participated in a descriptive cross-sectional study. The dataset, authored by Omega Mukubvu and last updated in May 2026, contains questionnaire responses evaluating awareness, utilization, preferences, and barriers to accessing campus-based mental health services. The mean participant age was 21.7 years.
1070 students from five tertiary institutions in Harare, Zimbabwe, participated in a descriptive cross-sectional study. The dataset, authored by Omega Mukubvu and last updated in May 2026, contains questionnaire responses evaluating awareness, utilization, preferences, and barriers to accessing campus-based mental health services. The mean participant age was 21.7 years.
A policy dataset by Ali F. Almutairi, uploaded to figshare in May 2026, proposes integrating professional training into academic curricula. The 303.2 KB ZIP file contains certified academic transcripts that include cognitive participation and skill level assessments. These transcripts have been validated by relevant industries and recognized by higher education accreditation bodies.
Florence Carrouel authored a qualitative research dataset on the Explo'SantΓ© school health promotion program. The dataset is based on 36 semi-structured interviews with primary and middle school teachers conducted between 2022 and 2025 across six French districts. It explores perceived changes in school environments, including spatial conditions, peer climate, and teacher-student relationships.
A review article summarizing human, animal, and in vitro studies on the link between water-soluble vitamins and immune status in individuals aged 65 and older. The document was authored by Hendrik Schmieder and published under a CC-BY-4.0 license on figshare in May 2026. It is a PDF file sized 840.2 KB.
Murillo Marschner Alves de Brito's 2026 analysis examines the effects of quota policies on social inequality in access to Brazil's University of SΓ£o Paulo. The 14.1 KB dataset likely contains socioeconomic and academic performance data for applicants, with admission as a key outcome variable. Results indicate the policy fostered inclusion primarily among public school students, with similar effects for black, pardo, and native students.