Useful Links

DataShop Feature Discussion

Feature Wish List
Wiki page for viewing and voting on prioritized features
Collected User Requests
Collection of ideas for improving DataShop. View and discuss the current ones, or add a feature you'd like to see.

English LearnLab Data
ELI's Online Data Search System for student data collected through the various course offerings of the ELI, which is part of the University of Pittsburgh.
TalkBank
TalkBank is an interdisciplinary research project funded since 1999 with the broad goal of fostering "fundamental research in the study of human and animal communication". The TalkBank database contains transcript and media data collected from conversations with adults and older children. Publicly available tools for the creation and analysis of TalkBank data are also hosted on their site.

CTAT: Cognitive Tutor Authoring Tools
A suite of authoring tools that facilitates the development of computer-based tutors for use in real-world situations and for learning science experiments.
TagHelper
A semi-automatic tool that facilitates reliable content analysis of corpus data.
TuTalk
Infrastructure for authoring and experimenting with natural language dialogue in tutoring systems and learning research.

Pittsburgh Science of Learning Center (PSLC)
Learnlab is a facilty designed to dramatically increase the ease and speed with which learning researchers can create the rigorous, theory-based experiments that pave the way to an understanding of robust learning.
National Science Foundation
Primary funding body of the PSLC
Open Learning Initiative (OLI)
A collection of "cognitively informed," openly available and free online courses and course materials that enact instruction for an entire course in an online format.
Carnegie Learning, Inc.
Carnegie Learning is a leading publisher of core, full-year mathematics programs as well as supplemental intervention applications for middle school, high school, and post-secondary students.

The Andes Physics Tutor

Andes is an intelligent homework helper for physics.
Numbaland

Award-winning math mini-games designed to help learners develop strong number concepts
Mathtutor

A free site offering intelligent tutoring activities that help middle-school students learn math. Mathtutor offers step-by-step feedback during problem solving and reports on student progress for teachers and students.
Chemistry Virtual Lab

ChemCollective's Virtual Lab (VLab) is an online simulation of a chemistry lab. It is designed to help students link chemical computations with authentic laboratory chemistry.
ASSISTments

ASSISTments is a free online platform that allows teachers to write and select questions, students get immediate and useful tutoring, and teachers receive instant reports to help inform their classroom instruction.

KDD Cup 2010: The Educational Data Mining Challenge

Hosted by the PSLC and DataShop, the 2010 challenge asked participants to predict student performance on mathematical problems from logs of student interaction with intelligent tutoring systems. A few large datasets, including one with over 20 million student-steps, are available for download from the site.