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Student performance, MOOC logs, knowledge tracing, standardized tests, learning analytics
13,333 datasets
A report analyzing U.S. school staffing problems using data from the Schools and Staffing Survey and Teacher Followup Survey conducted by the National Center for Education Statistics. The analysis, authored by Richard M. Ingersoll of California University of Pennsylvania, investigates teacher turnover and job dissatisfaction as primary causes of staffing issues.
NASA's Solar Dynamics Observatory (SDO) Machine Learning Dataset includes AIA and HMI instrument observations from 2010 to 2020. The v1 dataset covers 2010-2018, while v2 extends coverage to 2020, providing solar imagery in 10 wavebands and vector magnetic field components. Data includes EVE observations in 39 wavelengths from May 2010 to May 2014.
Interagency Grizzly Bear Study Team data was used to address the potential impacts of winter recreation on denning bears. Research results were applied in biological assessments for the Gallatin National Forest and the National Park Service. The dataset likely contains information on denning chronology, denning areas, and grizzly distribution.
Visual stratigraphy of the entire WAIS Divide main ice core was conducted by Matthew K. Spencer at the National Ice Core Lab. The dataset contains annual-layer thickness averages derived from this analysis, with averages calculated over approximately 50-meter intervals. The data is associated with the SCIOPS organization and is hosted on NASA Earthdata.
The Stanford VLF Group collects data from ground stations located across the globe. There are two principle types of data collected, broadband and narrowband. Broadband data is full waveform data sampled at 100 kHz (frequency range of 300 Hz to 40 kHz), while narrowband data refers to the demodulated amplitude and phase of narrowband VLF transmitters.
Visual Spatial Tuning reproduces a paper from The University of Hong Kong. It contains 500,000 data points, as indicated by its title, and is licensed strictly for non-commercial academic and educational use. The dataset was last updated on March 13, 2026.
June 2010 research campaigns collected radiometric polarization measurements, water column IOPs, remote sensing reflectance (Rrs), benthic reflectance, and pigment concentrations. The data originates from a Multi University Research Initiative (MURI) funded to study biological responses to dynamic polarized light fields. Initial fieldwork was conducted in coastal waters off Port Aransas, Texas, with later campaigns expanding to the Florida Keys.
2000 student records detail daily habits across study, extracurriculars, sleep, socializing, and physical activities. The dataset correlates these lifestyle factors with academic performance, represented by GPA, and includes derived stress levels. It was authored by Sumit Kumar and is hosted on Kaggle under an Apache 2.0 license.
Visual assessments of fuel layers in fire-sensitive Eucalyptus salubris woodlands across 24 sites. The data is structured along a multi-century time-since-fire sequence ranging from 10 to over 260 years.
NASA Earthdata hosts a study examining water clarity decline and algal blooms in Florida Bay following seagrass die-offs starting in the late 1980s. The project uses remote sensing to analyze resuspension events, turbid water distribution, and compares shipboard chlorophyll measurements with satellite reflectances. Data from the project was last updated in 1999 and involves organizations like Florida International University and the Florida Department of Environmental Protection.
Field assessments document the distribution of terrestrial algae, lichens, bryophytes, and organic sediments in the Ross Island and Dry Valleys region. The study includes measurements of temperature, light, and humidity across different altitudes, aspects, and rock types. SCIOPS conducted this preliminary biological research, with data collected around 1978.
Over 400 salt and soil samples were collected and analyzed from ice-free areas in the McMurdo Dry Valleys and Ross Island. The study, conducted by SCIOPS, involved chemical analysis for ions like Na, K, Ca, Mg, and Sr, and crystallographic examination to determine salt origins and migration mechanisms. Data collection and analysis were completed around 1975.
Money making guides for Old School RuneScape, likely detailing methods to earn in-game currency. The data appears to be scraped or compiled from the official game wiki. The author, organization, and last update date are unknown.
Smart classroom interaction records capture student engagement and learning outcomes. The dataset is hosted on Kaggle, but its author, organization, and specific collection details are unknown. The number of records, file formats, and last update date are also unspecified.
Teaching interaction and learning outcome records provide a basis for analyzing classroom quality. The dataset is hosted on Kaggle, but its author, size, and specific collection details are not provided. Its intended use is for classroom quality analysis.
Carlos Balsalobre-Fernández's dataset supports research on the validity and reliability of the My Jump Lab smartphone app for assessing the stretch-shortening cycle. It contains measurements of the Dynamic Rebound Index, a metric for jump performance derived from smartphone-based testing. The data facilitates analysis of a mobile tool for biomechanical assessment in sports science.
4,904,936 question-answer pairs covering the CBSE/NCERT K-12 curriculum across 12 Indian languages. The dataset was created by FoundryAILabs and was last updated on Hugging Face in March 2026. It includes entries in languages such as English, Hindi, Bengali, Telugu, Tamil, and Urdu.
A 108-page educational booklet from Geoscience Australia, last updated in March 2026. It reviews the history of the UN Convention on the Law of the Sea and its application to Australia, including case studies on the North West Shelf, Antarctica, and Orange Roughy. The resource contains teacher notes, student activities, and suggested answers.
240 validated RF signal samples were captured using an RTL-SDR Blog V4 dongle. The dataset is intended for wireless communication analysis, with a community notice indicating suboptimal SNR in some signal classes. Version 2.0 with improved captures is reported to be in development.