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Education

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

12,442 datasets

Education

Dungeness Reef Seagrass Surveys: Site, Meadow, and Biomass Layers

104 sites were surveyed for seagrass presence, species composition, and biomass on Dungeness Reef in September 2023. The dataset consists of three GIS shapefiles detailing site-level observations, meadow community structure, and interpolated biomass variation. This is part of an annual monitoring program for the reef that has been conducted since at least 2016, providing data for dugong and turtle management plans.

TabularTime SeriesGeospatialBenthic SurveySeagrassMarine EcologyTorres StraitComputer VisionFinanceLarge Scale+1

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Education

Masig Island Seagrass Survey with 154 Sites and Biomass Interpolation, August 2023

154 survey sites document seagrass presence, species composition, and biomass for Masig Island in the Torres Strait. The dataset, produced by TropWATER at James Cook University in August 2023, is structured into three GIS shapefiles detailing sites, meadow boundaries, and biomass interpolation. The full report was published in 2024 by Carter et al. and the Torres Strait Regional Authority Land and Sea Rangers.

TabularTime SeriesGeospatialTorres StraitComputer VisionSeagrass SurveyFinanceLarge ScaleBenthic EcologyMarine Biology+1

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Education

Electronic Entropy Training and Reference Data for Machine Learning Interatomic Potentials

A 303.3 MB dataset in XYZ format organized into three subsets for developing electronic-entropy-embedded Machine Learning Interatomic Potentials (MLIPs). It was created by Steen Lysgaard and last updated in June 2026. The data is derived from polyanionic sodium cathode materials and includes structures for training, benchmarking, and analyzing electronic entropy contributions.

TabularTextDensity Functional TheoryElectronic EntropyBenchmarkMachine Learning Interatomic PotentialsMaterials Science+1

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Education

Masig Island Seagrass Survey with Biomass and Species Data, September 2022

TropWATER at James Cook University conducted intertidal benthic surveys of Masig Island, Torres Strait, in September 2022. The dataset is summarized into three GIS shapefiles covering 125 survey sites, seagrass meadow boundaries, and biomass interpolation. The full report was published in 2023 by Carter et al. and the Centre for Tropical Water & Aquatic Ecosystem Research.

TabularTime SeriesGeospatialBenthic SurveySeagrassMarine EcologyTorres StraitComputer VisionFinanceLarge Scale+1

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Education

Dungeness Reef Seagrass Survey Data for Dugong and Turtle Habitat Management

159 intertidal and 130 subtidal sites were surveyed for seagrass metrics at Dungeness Reef in the Torres Strait during 2016 and 2017. The dataset, produced by TropWATER at James Cook University, provides baseline information for dugong and turtle habitat management. It includes GIS shapefiles describing sites, meadows, and interpolated biomass variation.

TabularTime SeriesGeospatialSeagrassTorres StraitBenchmarkHabitat AssessmentComputer VisionLarge ScaleMarine Biology+1

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Education

Impact of Health Education on FGM Attitudes and Intentions in Ejigbo, Nigeria

350 women of reproductive age (18-49 years) participated in a quasi-experimental study from August to November 2025. The dataset includes quantitative survey data and qualitative focus group discussions, authored by Sunday Adeyemo and published on figshare in 2026. Baseline FGM prevalence was 68.9%, with key metrics tracked before and after a 4-week holistic health education intervention.

TabularFemale Genital MutilationHealth EducationBenchmarkHealthcareQuasi ExperimentalFinanceNigeriaPublic Health+1

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Education

UNOSAT Gaza Governorate Damage Assessment from Satellite Imagery, September 2025

83% of all structures in Gaza City were damaged as of 22-23 September 2025, according to satellite imagery analysis by the United Nations Satellite Centre (UNOSAT). The assessment identified 41,221 affected structures, including 17,734 destroyed, and estimates 467,523 displaced persons. This is a preliminary analysis based on imagery from September 2025 compared to July 2025.

Time SeriesGeospatialSatellite ImageryDamage AssessmentConflictHumanitarian+1

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Education

UNOSAT Gaza Strip Damage Assessment from Satellite Imagery, October 2025

A geospatial dataset from the United Nations Satellite Centre (UNOSAT) assessing structural damage in the Gaza Strip as of 11 October 2025. The analysis, based on satellite imagery comparisons with 16 earlier dates, identifies 198,273 affected structures, including 123,464 destroyed, and estimates 320,622 damaged housing units. This preliminary analysis indicates a 4% increase in total affected structures and an 18% increase in destroyed structures compared to a July 2025 assessment.

GeospatialSatellite ImageryHumanitarian AidConflict ZonesDamage AssessmentLarge ScaleGeospatial Analysis+1

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Education

UNOSAT Gaza City Structural Damage Assessment from September 2025

83% of all structures in Gaza City were damaged according to satellite imagery analysis from 22–23 September 2025. The United Nations Satellite Centre (UNOSAT) identified 41,221 affected structures, including 17,734 destroyed and 4,345 severely damaged, representing a 7% increase in total affected structures since July 2025. This preliminary analysis estimates damage to 81,159 housing units, potentially affecting approximately 467,523 displaced persons.

Time SeriesGeospatialSatellite ImageryConflict ZonesDamage AssessmentGeospatial Analysis+1

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Education

INAPAD-18: Teacher Attitudes Toward Students with Type 1 Diabetes in Gran Canaria

María Yehisiri Martín–Báez published survey data from 126 teachers in San Bartolomé de Tirajana, Gran Canaria, on 2026-06-04. The dataset contains responses to the INAPAD-18 instrument, which measures teacher attitudes and prejudices regarding the care of students with Type 1 Diabetes Mellitus. The final sample represents a 47.72% participation rate from the target population of 264 teachers.

TabularExcelSurveyBenchmarkType 1 DiabetesHealthcareEducationTeacher Attitudes+1

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Education

Scoping Review of Equity in Educational Collaborations, 295 Articles

Samantha Shewchuk's scoping review examines how equity is conceptualized and operationalized in collaborative education research. The work involved a systematic search yielding 7,123 records, which were screened down to 295 open-access articles for analysis. It proposes a unifying Equity-Centered Collaboration Framework based on a mixed-methods analysis of goals, processes, and outcomes.

TextTabularEquity FrameworkCollaborative ResearchScoping review+1

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Education

School-Based STEM Projects for Informatics Teacher Training: Robotics and AI Case Studies

A research study by Meruyert Serik analyzes the impact of two school-based STEM projects on student and teacher competencies. The study involved 96 senior secondary students, five master's students, mentor teachers, and academic consultants from three universities. Data was collected through classroom observations, reflective journals, interviews, artifact evaluation, and competency rubrics.

TextBenchmarkHealthcareRoboticsArtificial IntelligenceStem EducationLarge ScaleCase StudyTeacher TrainingSynthetic+1

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Education

MHM SPSS Practices: Survey on Menstrual Hygiene Management in Achham District, Nepal

Chaurpati Rural Municipality in Achham district, Nepal, is the geographic scope of this survey. The dataset contains quantitative survey data from 385 resident girls and women in their menstrual lifespan, collected via individual interviews using KOBO toolbox. The study was conducted by Kalpana Jnawali and analyzes menstrual hygiene management practices following a government demolition campaign targeting traditional seclusion huts.

TabularMenstrual HygieneSurvey DataSocial PracticesHealthcareNepalFinancePublic Health+1

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Education

Survey of Female Researchers in Kazakhstan on Academic Readiness and Institutional Support

Saule Xembayeva's dataset contains survey responses from 117 female researchers aged 25–65 from four universities in Kazakhstan's Pavlodar region. Data was collected via a semi-structured questionnaire and diagnostic battery focusing on motivation, cognitive readiness, digital competence, self-efficacy, impostor syndrome, and reflective readiness. Statistical analysis was performed using SPSS 26.0, with results last updated on 2026-06-03.

TabularExcelSurvey DataAcademic ReadinessKazakhstanHigher EducationFemale Researchers+1

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Education

Weight Management Short Video Quality Scores from TikTok and Bilibili

A cross-sectional study of 200 weight management-related short videos collected from TikTok and Bilibili. The dataset includes quality and reliability scores (GQS and DISCERN) assigned by researchers, along with video characteristics like duration, likes, and uploader type. It was created by Jinsong Du and last updated in June 2026.

TabularMachine LearningHealth CommunicationWeight ManagementContent QualityBenchmarkHealthcareSocial Media Analysis+1

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Education

NSW Post-School Destinations and Experiences Survey: School Leaver Outcomes

New South Wales survey data tracks the main destinations of recent school leavers in the 6 to 12 months after leaving school. The dataset includes Year 12 completers and early school leavers, with time series data from 2014 to 2018 and a 2024 survey covering leavers from 2023. It is produced by the NSW Department of Education and uses weighted population estimates.

TabularTime SeriesCSVExcelEducation SurveyLevel StateSurveyGovernment SchoolsSkills And Post School LearningEducationAboriginal EducationNon Government SchoolsPost School DestinationsNSWSchool Leavers+1

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Education

<p>SPSS dataset used for analysis.</p>

Mixed-method assessment data from a study evaluating a community-based education module for undergraduate public health students in Lahore, Pakistan. The dataset includes quantitative survey, quiz, MCQ, and OSCE results, alongside qualitative focus group and self-reflection logs. Rubeena Zakar published the data under a CC-BY-4.0 license on figshare in June 2026.

TabularZIPMaternal Child HealthHealthcarePakistanCommunity Based EducationPublic Health+1

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Education

Station-Wise OSCE Scores for Public Health Students in a Community-Based Education Program

Rubeena Zakar's dataset contains station-wise performance scores from an Objective Structured Clinical Examination (OSCE) for undergraduate public health students. The data was collected as part of a mixed-methods study assessing a community-based education module in maternal and child health in a semi-urban setting in Lahore, Pakistan. The dataset was last updated on 2026-06-01 and is a 5.5 KB Excel file.

TabularExcelMedical EducationStudent AssessmentHealthcareOsceCommunity Based EducationPublic Health+1

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Education

Meta-Analysis of Digital Tools on Physical Activity in Children and Adolescents

A meta-analysis of 43 randomized controlled trials assessing the effect of digital tools on step count and moderate-to-vigorous physical activity (MVPA) in healthy children and adolescents aged 6–17 years. The study, registered as PROSPERO CRD42024510602, extracted data from 18 step count and 32 MVPA observations. It found a significant increase in MVPA minutes per day but no significant overall effect on daily step count.

TextMeta AnalysisDigital healthChildren AdolescentsRandomized TrialsPhysical Activity+1

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Education

Meta-Analysis of Digital Tools on Physical Activity in Children and Adolescents

18 step count and 32 MVPA observations were extracted from 43 randomized controlled trials. The meta-analysis found no significant overall effect on daily step count but observed a significant increase of 2.72 minutes per day in moderate-to-vigorous physical activity. This supplementary document, authored by Garden Tabacchi and registered in PROSPERO (CRD42024510602), was last updated in June 2026.

TextMeta AnalysisDigital healthChildren AdolescentsRandomized TrialsPhysical Activity+1

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