Datasets for Computational Education

List made by Chris Oct 2019

World bank education data:

Dataset: https://www.kaggle.com/theworldbank/education-statistics

Code.org hour of code data:

Code from half a million students learning on Code.org's Hour of Code curriculum in 2013 (10 problems).
Dataset: https://code.org/research

Code.org code studio data:

Data from Mike + Chris' paper on Rubric Sampling
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KDD cup challenge

This year's challenge asks you to predict student performance on mathematical problems from logs of student interaction with Intelligent Tutoring Systems
Dataset: https://pslcdatashop.web.cmu.edu/KDDCup/

DuoLingo dataset

Dataset: http://sharedtask.duolingo.com/

Coursera ML LogReg dataset

Data from the Codewebs paper and Functional Variability of a Million MOOC submissions
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PyramidSnapshot dataset

http://stanford.edu/~cpiech/pyramidsnapshot/challenge.html

Citizenship Test questions

https://www.microsoft.com/en-us/download/details.aspx?id=52397

Google Trends

trends.google.com

GitHub JavaSmall

Chris downloaded the public Java repositories on GitHub (minus the massive projects).
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Gradescope assignment scores

Grade data from 6,607 assignments on GradeScope submitted to 2,748 different courses. Used in the Grades are not Normal paper
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AI2 Reasoning Challenge (ARC)

Many science questions http://data.allenai.org/arc/ Code: https://github.com/allenai/aristo-mini

Want more?

Talk to Chris! He would be happy to help you make a data request.