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Education

Student performance, MOOC logs, knowledge tracing, standardized tests, learning analytics

12,451 datasets

Education

Comprehensive Security Assessment: Prototype Testbed Results for a Quantum-Safe IBN System

Experimental results from 2026 evaluate a prototype Intent-Based Networking security system integrating post-quantum cryptography and machine learning. The dataset, authored by Kumar Sekhar Roy and shared under CC-BY-4.0, likely contains performance metrics from a controlled testbed assessing cryptographic correctness, access control, and anomaly detection. It is a small dataset of 5.5 KB, suggesting limited scope.

TabularExcelAccess ControlAnomaly DetectionPost Quantum CryptographyBenchmarkLarge ScaleNetwork securityIntent Based Networking+1

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Education

Supplementary file 1_Initial validation of scales measuring trust and attitudes toward (ed

Belgian preservice teachers' survey responses for validating psychometric scales. The dataset includes results from an exploratory sample of 186 participants and a confirmatory sample of 523 students. It was created by Eva Gonzalez-Vargas and last updated on June 4, 2026.

TabularExcelTeacher educationSurvey DataPsychometricsScale ValidationBenchmarkBelgium+1

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Education

South African Academics' Lived Experiences of Decolonisation, 2016-2024

A 2024 qualitative systematic review synthesizes 33 journal articles and five book chapters published between 2016 and 2024. The study explores the lived experiences of social science academics in South Africa regarding decolonisation, identifying four main themes and ten subthemes. It was authored by Marolet Botha and shared under a CC-BY-4.0 license.

TextExcelSouth AfricaAcademic ExperiencesHigher EducationDecolonisationSyntheticQualitative Research+1

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Education

Preservice Teacher Perceptions of Generative AI in Los Angeles and Hawai‘i

A qualitative case study of 74 preservice teachers across two sites in Los Angeles and Hawai‘i, conducted by Mike Karlin. Data were collected through surveys embedded in interactive learning modules and analyzed using thematic analysis. The study explores perceptions of ChatGPT's affordances and limitations for future teaching practice.

TextGenerative AiTeacher educationTeacher PerceptionsSyntheticQualitative Research+1

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Education

Hip Joint Torque Measurements for 30 Healthy Individuals Comparing Dynamometers

30 healthy individuals (mean age 30 ± 8 years, 13 males) underwent two test sessions in a single day to measure hip muscle performance. The dataset, authored by Katherine McNabb and last updated in May 2026, compares a handheld dynamometer (HHD) to an isokinetic dynamometer (IKD) for measuring rate of torque development (RTD) and peak torque (PT) across six hip movements.

TabularExcelClinical MeasurementBiomechanicsHealthcareReliability ValidityMuscle Performance+1

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Education

Tallgrass Prairie Fuel Load and Fire Simulation Data for Prescribed Burn Assessment

67.5 MB of fuel load and wildfire simulation data supports a study on prescribed burning frequency in tallgrass prairies. The dataset, created by Alex Desjardins and last updated in May 2026, includes outputs from FARSITE fire modeling software under varying weather and fuel conditions. It contains variables such as Heat per Unit Area, Fire Spread Rate, and Flame Length to assess prescribed fire efficacy.

TabularCSVExcelPrescribed BurningFire ModelingWildfire MitigationFuel Load+1

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Education

Data Sheet 1_Developing social and emotional competence in higher vocational education: ef

Quantitative data from a randomized controlled trial assessing the effects of a six-session socioemotional competence intervention on students in Chinese Higher Vocational Education programs. The dataset includes pre-test, post-test, and 4-month follow-up measurements for employability and perceptions of Decent Work Standards. It was authored by Tongxin Zhang and last updated on 2026-05-29.

TabularEmployabilityEducational InterventionDecent WorkVocational EducationSocial Emotional Learning+1

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Education

Systematic Review on AI in Academic Writing Assessment, 19 Studies

19 empirical studies form the basis of this systematic review on AI integration in academic writing assessment. Authored by Mohamed Sayed Abdellatif and published on figshare in May 2026, the review synthesizes evidence on tool adoption, stakeholder perceptions, and assessment redesign strategies. It follows PRISMA 2020 guidelines to address five research questions concerning AI's role in higher education writing.

TextGeospatialSystematic ReviewBenchmarkAi In EducationHigher EducationAcademic WritingAssessment Redesign+1

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Education

Education Facilities in Lebanon from OpenStreetMap

Education facilities in Lebanon extracted from OpenStreetMap. The data includes schools, kindergartens, colleges, and universities tagged via `amenity` or `building` keys. It was last updated on 2026-05-14 and is provided by the Humanitarian OpenStreetMap Team.

GeospatialJSONGeodataOpenstreetmapLebanonEducation Facilities SchoolsEducation FacilitiesInfrastructureCrisis Greater Middle East+1

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Education

Student Survey on AI-Supported Learning Intentions and Academic Interest

Survey data from undergraduate students in business analytics courses, collected to study perceptions of AI in learning. The dataset, 9.5 KB in size, was authored by Yang Cheng and last updated on June 4, 2026. It is shared under a CC-BY-4.0 license.

TabularExcelSurvey DataEducationArtificial IntelligenceLearning MotivationHigher EducationSynthetic+1

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Education

Correlations of Key Variables: Student AI Use and Motivation Survey Data

Survey data from undergraduate students in business analytics courses, collected by author Yang Cheng. The dataset contains 5.5 KB of data in XLS format, last updated on June 4, 2026. It examines correlations between perceptions of AI-supported learning and academic and career intentions.

TabularExcelEducationArtificial IntelligenceLearning MotivationBusiness AnalyticsSynthetic+1

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Education

Extreme Child Care Access Deserts: Provider Shortages and Uptake Estimates by Zip Code

Zip Code Tabulated Areas (ZCTAs) are categorized as Extreme Child Care Access Deserts based on a shortage of licensed providers relative to the child population. The dataset, from Washington State's Department of Children, Youth, and Families, includes monthly uptake estimates of Early Care and Education services. It is slated to be retired after June 18th, 2026, with historic information available upon request.

TabularTime SeriesGeospatialCSVXMLJSONAccess DesertsEarly LearningExtreme Child Care Access DesertsPublic PolicyUptakeExtreme Access DesertsGeospatial AnalysisTake UpChild Care+1

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Education

Mouse Transcriptomic Biomarkers for Radiation Dose Reconstruction via Machine Learning

172 robust biomarkers were identified from 25,654 genes in a mouse model for radiation biodosimetry. A stacked ensemble machine learning model achieved dose reconstruction across 0–12 Gy with an R² of 0.952 and RMSE of 0.938 Gy. The dataset, created by Yucheng Wang and last updated in 2026, provides a preclinical foundation for human radiation exposure assessment.

TabularMachine LearningTranscriptomicsRadiation BiodosimetryPreclinical ResearchHealthcareBiomarker Screening+1

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Education

Active Code Official Certifications: New York State Enforcement Personnel

Active certifications for New York State Code Enforcement Officials and Building Safety Inspectors are listed in this dataset. It likely contains records of individuals authorized to enforce the statewide Uniform Fire Prevention and Building Code and Energy Code. Columns suggest tracking of certification types, issue dates, and individual identifiers for enforcement personnel.

TabularCSVXMLJSONBuilding CodeEnergy CodeCeoBsiNew York StateCode EnforcementCertifications+1

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Education

PBMT-sMF: Post-Workout Recovery Data for CrossFit Athletes

Twelve CrossFit athletes participated in a randomized, controlled, crossover study comparing four post-workout recovery interventions. The dataset likely contains measurements of vertical jump performance, blood biomarkers, and perceived exertion taken at baseline and 1, 24, and 48 hours post-exercise. Author Paulo Henrique Gusmão Nogueira Martins published the data on figshare under a CC-BY-4.0 license, with a last update timestamp of 2026-05-22.

TabularExcelCrossfitBiomarkersBenchmarkClinical TrialSports scienceRecovery Therapy+1

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Education

Athlete Gratitude and Burnout Relationship from a Six-Wave Longitudinal Study

Six-wave longitudinal data from competitive athletes tracks the relationship between sport-specific gratitude and emotional/physical exhaustion over three years. The dataset, created by Lung Hung Chen and shared under a CC-BY-4.0 license, uses a random intercept cross-lagged panel model to separate between-person and within-person effects. Findings suggest gratitude and exhaustion are linked through stable trait-like association and concurrent within-person coupling, not short-term directional processes.

TextTime SeriesPsychological AdaptationAthlete BurnoutLongitudinal StudySport PsychologyGratitude+1

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Education

Language Teachers' Wellbeing in Scotland: Interview Data and Analysis

Approximately 80,000 words of interview transcripts from nine primary and secondary language teachers in Scotland, analyzed through a hybrid inductive–deductive thematic approach. The data was generated by Manuel Jesús Cardoso-Pulido and published under a CC-BY-4.0 license in June 2026. It examines teacher wellbeing through an ecological systems framework, covering microsystem to chronosystem influences.

TextEducationLanguage TeachingScotlandTeacher WellbeingSyntheticQualitative Research+1

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Education

Seabed Mud Content Predictions for the Australian Margin via Machine Learning and Kriging

A study comparing 18 spatial interpolation methods for predicting seabed mud content across three regions of the Australian Exclusive Economic Zone. The research uses samples from Geoscience Australia's Marine Samples Database and evaluates combinations of machine learning methods with ordinary kriging and inverse distance squared. The work was published by the Australian Ocean Data Network, with metadata last updated in June 2026.

GeospatialMachine LearningSeabed SedimentSpatial InterpolationFinanceMarine GeologyAustralian Margin+1

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Education

Supplementary File 1: Paired SBS and RASS Scores for Mechanically Ventilated Children

13,736 paired observations of State Behavioral Scale (SBS) and Richmond Agitation-Sedation Scale (RASS) scores were collected from 1,025 mechanically ventilated children in a tertiary PICU between May 2024 and October 2025. Author Dan Li published this retrospective study on figshare under a CC-BY-4.0 license to evaluate the scales' clinical agreement. A nurse survey found 64.7% considered RASS more convenient and faster to use.

TabularSedation AssessmentBenchmarkHealthcareMedical ResearchClinical AgreementPediatric Intensive CareMechanical Ventilation+1

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Education

Systematic Literature Review on Storytelling in Computer Science Education, 2018-2023

A systematic literature review analyzes 68 peer-reviewed studies on storytelling in computer science education published between 2018 and 2023. The review uses a hybrid methodology combining AI-assisted summarization and human validation to address six research questions on trends, approaches, and outcomes. It was authored by Bogdan Iudean and is available as a PDF document.

TextPedagogySystematic ReviewLiterature ReviewComputer Science EducationStorytelling+1

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Education Datasets | DataSalon