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DataShop

Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 2 studies (1 associational, 1 design), q2 · 0 of 2 report an effect size · 2 claims rest on one study

Description

DataShop is an online repository and analysis platform created by the Pittsburgh Science of Learning Center for storing, sharing, and analyzing educational learning data.

Components

  • DataShop educational data repository and analysis platform: DataShop was created out of a 2004 NSF grant to the Pittsburgh Science of Learning Center as "an online repository and analysis platform designed to support research and analysis of educational data." After 20 years it holds over 700,000 hours of student learning data across over 1000 unique data sets, serving as a hub for storing, sharing, and analyzing data from varied educational technology systems under open science principles. Early data came from cognitive tutoring systems with novel logging, formatting, and tagging formats. (Looking Back to Move Forward)
  • DataShop open educational data repository: DataShop is an open data repository at the Pittsburgh Science of Learning Center that stores learner interaction data from intelligent tutoring systems and other educational technologies. The article reports it "currently stores more than 350 datasets that include over 200,000 student hours of data from thousands of students at an average of 10 seconds per action, yielding more than 90 million stored student actions." It also enabled a form of "scientist crowdsourcing" in the LFA work, where expert-created alternative Q matrices for shared datasets were unioned into P matrices for automated model search. (Kenneth R. Koedinger et al. (2012))

Claims

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Key Sources

  • Schellinger, A., & Roschelle, J. (2024, January). Looking Back to Move Forward. Digital Promise. https://doi.org/10.51388/20.500.12265/203
Page metadata
Field Value
type product
id datashop
title DataShop
description DataShop is an online repository and analysis platform created by the Pittsburgh Science of Learning Center for storing, sharing, and analyzing educational learning data.
status review
moved_from element/cmu-datashop-repository
product_kind software
generated by process:sweep-kinds on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 1 — schellinger-a-roschelle-j

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