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Learning Engineering Datasets

Datasets

These publicly available datasets and dataset collections may help you as you conduct research and build your own learning engineering technology solutions.

Datasets
Last Updated
Download Available?
Dataset Organization(s) Description Location Scale Of Study Last Updated Download Available?
Dataset Collections
DataShop@CMUA data repository and web application for learningscience researchers that provides secure data storage plus analysis and visualization tools.
Deep Mind Mathematical Dataset (Analysing Mathematical Reasoning Abilities of Neural Models) A total of 20 mathematical evaluation datasets, widely used in dozens of top artificial intelligence conferences such as ACL, AAAI, and ICLR since 2010 till now, have been collected.

E-TRIALS Datasets from ASSISTments
A collection of datasets related to grade school students’ interactions with the online learning math platform called ASSISTments.

Google Dataset SearchGoogle’s search engine for datasets.
Hugging FaceA collection of datasets, models, and more resources for developing AI models and conducting research.
ICPSRMaintains a data archive of more than 250,000 files of research in the social and behavioral sciences.
IPEDSA collection of data and general information on U.S. colleges, universities, and technical and vocational institutions.
KaggleContains over 50,000 public datasets and 400,000 public notebooks for data analysis.
LDbaseAn open science resource for the educational and developmental science scientific communities, providing a secure place to store and access data, as well access materials about aspects of data management and analyses.
LearnSphereA collection of tools, including data repositories, for learning research.
NCES International Data ExplorerA platform for exploring student and adult performance on international assessments.
OER HubA public digital library of open educational resources.
Our World in DataFree and open source charts and datasets on the world’s largest problems.
Papers with CodeA free and open resource with Machine Learning papers, code, datasets, methods and evaluation tables.
Roper CenterA repository of public opinion and survey data operated out of Cornell University.
Open Game DataAn open-source collection of educational game datasets.
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