Sample Selector

Sample Selector is a tool for creating and editing samples, or groups of data you compare across—they're not "samples" in the statistical sense, but more like filters.

By default, a single sample exists: "All Data". With the Sample Selector, you can create new samples to organize your data.

You can use samples to:

A sample is composed of one or more filters, specific conditions that narrow down your sample.

Creating a sample

The general process for creating a sample is to:

The effect of multiple filters

DataShop interprets each filter after the first as an additional restriction on the data that is included in the sample. This is also known as a logical "AND". You can see the results of multiple filters in the sample preview as soon as all filters are "saved".

Help
What's new in DataShop?
Welcome to DataShop, the world's largest repository of learning interaction data.
  to start analyzing data.
What is DataShop?
The LearnLab DataShop is a data repository and web application for learning science researchers. It provides secure data storage as well as an array of analysis and visualization tools available through a web-based interface.
Learn more   or checkout our announcements

Public Datasets

A Multimodal Interface for Solving Equations PI: Lisa Anthony  (public) (terms of use)
DatasetArea/Subject DatesStatusTransactions
Handwriting/Examples Dec 2006Math/AlgebraOct 12, 2006 - Dec 20, 2006complete12,568
Handwriting2/Examples Spring 2007Math/AlgebraMar 22, 2007 - May 24, 2007complete20,016
Adapterrex: Exploring the Learning Benefits of Erroneous Examples PI: Bruce McLaren  (public) (gold star) (problem content)
DatasetArea/Subject DatesStatusTransactionsActions
Erroneous Examples - Fall 2011 - ErrEx vs. PSMath/OtherOct 12, 2011 - Jan 11, 2018complete376,092papers problem content
Erroneous Examples - Spring 2012 - ErrEx vs. PSMath/OtherMar 26, 2012 - May 17, 2012complete369,106papers problem content
Erroneous Examples - Fall 2012 - ErrEx vs. PS - HopewellMath/OtherOct 1, 2012 - Oct 23, 2012complete200,333papers problem content
Erroneous Examples - Fall 2012 - ErrEx vs. PS - Steel ValleyMath/OtherNov 4, 2012 - Nov 16, 2012complete185,435problem content
Erroneous Examples - Fall 2012 - ErrEx vs. PS - Experimental ErrorMath/OtherNov 20, 2012 - Dec 21, 2012complete100,842problem content
Erroneous Examples - Spring 2013 - ErrEx vs. PSMath/OtherMay 6, 2013 - May 17, 2013165,627problem content
Erroneous Examples - Summer 2015 - ErrEx vs. PS Testing for Fall 2015Math/OtherJul 13, 2015 - Jul 16, 20154,339
Erroneous Examples - Winter 2011 - ErrEx vs. PSOtherDec 11, 2011 - Dec 23, 2011268,297papers
Erroneous Examples - Fall 2018 - ErrEx vs. PSOtherSep 6, 2018 - Feb 19, 2019files-only198,388papers
Erroneous Examples - Spring 2019 - ErrEx vs. PS, Flash vs. HTMLMath/OtherMay 6, 2019 - Oct 22, 2019files-only277,834
Anonymized Example Data PI: C Tipper  (public)
DatasetArea/Subject DatesStatusTransactions
Shareable workflow dataOther-files-only0
Apprentice Learner Architecture Simulated Students Datasets PI: Chris MacLellan  (public) (problem content)
DatasetArea/Subject DatesStatusTransactionsActions
Twenty-four simulated students with random problem orderingsMath/AlgebraDec 31, 1969 - Dec 31, 19693,873
SimStudent Full Memory - DS444 Control ConditionMath/AlgebraDec 31, 1969 - Dec 31, 19693,374
SimStudent One Back Memory - DS444 Control ConditionMath/AlgebraDec 31, 1969 - Dec 31, 19693,842
SimStudent Full Memory - DS1190 Study 1Math/AlgebraDec 31, 1969 - Jan 1, 197020,530
SimStudent One Back Memory - DS1190 Study 1Math/AlgebraDec 31, 1969 - Jan 1, 197022,994
CobWeb DS1190Math/OtherDec 31, 1969 - Dec 31, 196925,740
Nearest Neighbors DS1190Math/OtherDec 31, 1969 - Dec 31, 196928,482
Logistic Regression DS1190Math/OtherDec 31, 1969 - Dec 31, 196923,994
DecisionTree DS1190Math/OtherDec 31, 1969 - Dec 31, 196926,611
PyIbL DS-1190Math/OtherDec 31, 1969 - Dec 31, 196944,660
Foil DS-1190Math/OtherDec 31, 1969 - Dec 31, 196924,138
AL - SimStudent - DS1706Math/OtherDec 31, 1969 - Dec 31, 196922,123
AL - Cobweb - DS1706Math/OtherDec 31, 1969 - Dec 31, 196922,195
AL - Fraction Arithmetic - DecisionTree - Random - DS1706Math/OtherDec 31, 1969 - Dec 31, 196921,730
AL - Fraction Arithmetic - Trestle - Random - DS1706Math/OtherDec 31, 1969 - Dec 31, 196921,817
English Articles IWT: SimStudent LSTM Features (ds307)Language/EnglishSep 27, 2008 - Nov 14, 20084,243
English Articles IWT: Original Trimmed (ds307)Language/EnglishSep 27, 2008 - Nov 14, 20084,243
AL - English Articles IWT: Unsupervised Grammar Learning + Decision Tree (ds307)Language/EnglishDec 31, 1969 - Dec 31, 19697,024
AL - English Articles IWT: Human Authored Features + Decision Tree (ds307) - Incorrect FeaturesLanguage/EnglishDec 31, 1969 - Dec 31, 19696,883
AL - English Articles IWT: LSTM Features + Decision Tree (ds307)Language/EnglishDec 31, 1969 - Dec 31, 19696,955
English Articles IWT: SimStudent Hand-Authored Features (ds307)Language/EnglishSep 27, 2008 - Nov 14, 20084,243
English Articles IWT: SimStudent Grammar Learning Features (ds307)Language/EnglishSep 27, 2008 - Nov 14, 20084,243
AL - English Articles IWT: Human Authored Features + Decision Tree (ds307)Language/EnglishDec 31, 1969 - Dec 31, 19696,409
Stoichiometry 1Science/ChemistryDec 31, 1969 - Dec 31, 19691,137
Stoichiometry 2Science/ChemistryDec 31, 1969 - Dec 31, 19695,463
Rumble BlocksOtherFeb 15, 2015 - Feb 16, 2015600problem content
Box and Arrow - DS1123 - Decision TreeMath/OtherDec 31, 1969 - Dec 31, 196925,311
Article Selection - DS307 - Decision TreeLanguage/EnglishDec 31, 1969 - Dec 31, 19696,428
Article Selection - DS307 - TrestleLanguage/EnglishDec 31, 1969 - Dec 31, 19696,875
Chinese Character - DS213 - Decision TreeLanguage/ChineseDec 31, 1969 - Dec 31, 196995,505
Chinese Character - DS213 - TrestleLanguage/ChineseDec 31, 1969 - Dec 31, 196993,400
Fraction Arithmetic - DS1706 - Decision TreeMath/OtherDec 31, 1969 - Dec 31, 196923,703
Fraction Arithmetic - DS1706 - TrestleMath/OtherDec 31, 1969 - Dec 31, 196925,040
RumbleBlocks - TrestleOtherDec 31, 1969 - Dec 31, 1969600
RumbleBlocks - Decision TreeOtherDec 31, 1969 - Dec 31, 1969600
Box and Arrow - DS1123 - TrestleMath/AlgebraDec 31, 1969 - Dec 31, 196930,979
Equation Solving - DS293 - Decision TreeMath/AlgebraDec 31, 1969 - Dec 31, 196915,004
Equation Solving - DS293 - TrestleMath/AlgebraDec 31, 1969 - Dec 31, 196918,323
Stoichiometry - DS725 - Decision TreeScience/OtherDec 31, 1969 - Dec 31, 196935,117
Stoichiometry - DS725 - CobwebScience/ChemistryDec 31, 1969 - Dec 31, 196937,566
Blocked vs Interleaved Instruction PI: Rony Patel  (public)
DatasetArea/Subject DatesStatusTransactions
Fraction Addition and MultiplicationMath/OtherApr 23, 2015 - Mar 23, 2018365,312
Fraction Addition and Multiplication, Blocked vs. InterleavedMath/OtherApr 27, 2015 - Apr 28, 201524,453
Chinese Tone Study PI: Ying Liu  (public)
DatasetArea/Subject DatesStatusTransactions
Chinese_tonestudyLanguage/ChineseSep 6, 2005 - Apr 12, 2006complete48,443
Data for Demo and Other Sharing PI: Hui Cheng  (public)
DatasetArea/Subject DatesStatusTransactions
Data Files for KDD Cup 2010Math/Algebra-files-only0
Demo data for WF multiselection converterOther-files-only0
Demo data for Performance Difference Analysis componentOther-files-only0
Demo data for Fast AFM & CV componentOther-files-only0
Demo data for graphsOther-files-only0
Demo data for LFA searchOther-files-only0
Demo data for WF operationsOther-files-only0
Demo data for Bad Item Detection and Course Gradebook analysesOther-files-only0
Demo data for SessionLevelFeatures and GamingTendencyEstimateOther-files-only0
Demo Deidentify Dialogue and AI ScoringOther-files-only0
Demo files for TutorTranscriptEvaluationOther-files-only0
Demo file for confusion matrixOther-files-only0
Desire2Learn PI: C Tipper  (public)
DatasetArea/Subject DatesStatusTransactions
Anonymized GradebookOther-files-only0
Digital Games for Improving Number Sense PI: derek lomas  (public)
DatasetArea/Subject DatesStatusTransactions
Digital Games for Improving Number Sense - Study 1Math/OtherFeb 24, 2011 - Mar 5, 2011complete4,391
Does Treating Student Uncertainty as a Learning Impasse Improve Learning in Spoken Dialogue Tutoring PI: Kate Forbes-Riley  (public)
DatasetArea/Subject DatesStatusTransactions
WOZ Uncertainty AdaptationScience/PhysicsDec 1, 2006 - Apr 30, 2007files-only0
EDM Summer School 2017 PI: John Stamper  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Geometry Area (1996-97) [2017 Summer School]Math/GeometryFeb 1, 1996 - Feb 1, 19966,778papers
Elementary Chinese Course PI: suemei wu  (public)
DatasetArea/Subject DatesStatusTransactions
ElemChineseFA06Language/ChineseJan 15, 2006 - Dec 11, 2006complete6,457
ElemChineseSP07Language/ChineseJan 17, 2007 - May 2, 2007complete9,756
ElemChineseSU07Language/ChineseMay 18, 2007 - Jul 6, 2007complete1,873
ElemChineseFA07Language/ChineseDec 10, 2006 - Apr 23, 2008complete45,801
ElemChineseLanguage/ChineseJan 15, 2008 - Aug 29, 2012complete812,329
English Course PI: Alan Juffs  (public)
DatasetArea/Subject DatesStatusTransactions
English as a Second LanguageLanguage/English-link0
Fractions Lab Experiment 2012 PI: Vincent Aleven  (public) (gold star) (problem content)
DatasetArea/Subject DatesStatusTransactionsActions
FractionStudy2012Math/OtherOct 10, 2012 - Jun 15, 2020228,347papers problem content
Lab study 2012 (cleanedLogs)Math/OtherOct 20, 2012 - Apr 7, 201337,889problem content
Classroom study 2013Math/OtherMay 14, 2013 - May 15, 201342,687problem content
Non-numericMath/OtherMay 23, 2013 - May 23, 201333,609
Classroom study June 2013Math/OtherMay 14, 2013 - May 15, 201342,687problem content
French Course PI: Christopher Jones  (public)
DatasetArea/Subject DatesStatusTransactions
FrenchLanguageLanguage/FrenchAug 25, 2006 - Jan 15, 2010complete436,493
FrenchLanguage2Language/FrenchJan 2, 2007 - Apr 10, 2010complete71,553
FrenchLanguag2Language/FrenchJan 10, 2007 - Jan 31, 2007complete183
pitteiffelLanguage/FrenchSep 29, 2007 - Dec 13, 2007complete1,124
toureiffelLanguage/FrenchSep 29, 2007 - Dec 11, 2007complete880
Geometry Area 1996 PI: Ken Koedinger  (public) (gold star) (problem content)
DatasetArea/Subject DatesStatusTransactionsActions
Geometry Area (1996-97)Math/GeometryFeb 1, 1996 - Feb 1, 1996complete6,778papers problem content
Geometry Area (1996-97) - MacWhinneyMath/GeometryFeb 1, 1996 - Feb 1, 19966,778
Geometry Area (1996-97) for summer school 2022Math/GeometryFeb 1, 1996 - Feb 1, 19966,778
Geometry Course (Public) PI: Vincent Aleven  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Geometry Angles - Fox Chapel 1998Math/Geometry-files-only0papers
Human Learning Rate PI: Paulo Carvalho  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Model estimates for multiple (27) datasetsOther-files-only0papers
IUSE Chem Tutor (Public) PI: Martina Rau  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Chem 375Science/ChemistrySep 14, 2018 - Dec 11, 2018complete90,583papers
Intelligent Writing Tutor PI: Ruth Wylie  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
IWT LTR Study Spring 2006 (raw data)Language/EnglishFeb 13, 2006 - Feb 19, 2008complete9,548
IWT Edit Study (raw data)Language/EnglishOct 5, 2007 - Mar 4, 2008complete12,030
IWT Edit Study Spring 2008 (tests only)Language/EnglishOct 5, 2007 - Mar 4, 2008complete3,340
IWT Self-Explanation Study 0 (pilot) (Fall 2008) (raw data)Language/EnglishAug 19, 2008 - Feb 18, 2010complete20,759
IWT Self-Explanation Study 1 (Spring 2009) (raw data)Language/EnglishFeb 11, 2009 - Oct 27, 2009complete22,399
IWT Self-Explanation Study 0 (pilot) (Fall 2008) (tutors only)Language/EnglishSep 27, 2008 - Nov 14, 2008complete8,686papers
IWT Self-Explanation Study 1 (Spring 2009) (tests only)Language/EnglishFeb 12, 2009 - Apr 29, 2009complete5,850
IWT Self-Explanation Study 1 (Spring 2009) (tutors only)Language/EnglishFeb 12, 2009 - Apr 29, 2009complete11,394papers
IWT Self-Explanation Study 2 (Fall 2009) (raw data)Language/EnglishSep 30, 2009 - Jan 11, 2010complete18,514
IWT Self-Explanation Study 2 (Fall 2009) (tests only)Language/EnglishOct 19, 2009 - Nov 2, 2009complete2,376
IWT Self-Explanation Study 3 (Spring 2010) (raw data)Language/EnglishJan 14, 2010 - Sep 23, 2010complete18,985
IWT Self-Explanation Study 2 (Fall 2009) (tutors only)Language/EnglishOct 19, 2009 - Nov 2, 2009complete10,659papers
IWT Self-Explanation Study 3 (Spring 2010) (tests only)Language/EnglishFeb 2, 2010 - Mar 19, 2010complete2,316
IWT Self-Explanation Study 3 (Spring 2010) (tutors only)Language/EnglishFeb 2, 2010 - Mar 19, 2010complete9,814papers
Article Tutor Fall 2010 (raw data)Language/EnglishSep 23, 2010 - Aug 7, 2011complete111,666
IWT Self-Explanation Study 2 & 3 (Fall 2009 & Spring 2010) (tutors only)Language/EnglishOct 19, 2009 - Mar 19, 2010complete20,473
IWT Self-Explanation Study 1 (Spring 2009) (tutors only) DS 313 (Problem View Fixed)Language/EnglishFeb 12, 2009 - Apr 29, 200911,394
IWT Self-Explanation Study 1 (Spring 2009) (tutors only) DS 313 (Problem View Fixed & step-kc model)Language/EnglishFeb 12, 2009 - Apr 29, 200911,394
ds372 redoOtherOct 19, 2009 - Nov 2, 200910,659
Junyi Academy (An E-learning platform similar to Khan Academy) PI: Haw-Shiuan Chang  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Junyi Academy Math Practicing Log (to Jan. 2015)Math/OtherOct 1, 2012 - Jan 12, 2015files-only0papers
Junyi Academy Math Practicing Log (to Jan. 2015) Partial SamplesMath/OtherNov 5, 2012 - Jan 11, 2015on-going359,804papers
KC Modeling for Programming PI: Kelly Rivers  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
ICER - All Attempts - All Steps - ITAP GoalComputer Science/Introductory ProgrammingJan 19, 2016 - Mar 22, 201625,796
ICER - All Attempts - Modified Steps - ITAP GoalComputer Science/Introductory ProgrammingJan 19, 2016 - Mar 22, 201618,833
ICER - First Attempts - All Steps - ITAP GoalComputer Science/Introductory ProgrammingJan 19, 2016 - Mar 22, 201625,796
ICER - First Attempts - Modified Steps - ITAP GoalComputer Science/Introductory ProgrammingJan 19, 2016 - Mar 22, 2016complete18,833papers
CSEDM 2019 Data ChallengeComputer Science/Introductory Programming-files-only0
Lumen Learning PI: David Wiley  (public)
DatasetArea/Subject DatesStatusTransactions
Psych RISE dataOther-files-only0
MacWhinney Dictation Studies PI: Brian MacWhinney  (public)
DatasetArea/Subject DatesStatusTransactions
French Dictation Fall 2005Language/FrenchJan 10, 2005 - Jun 9, 2007complete15,715
Spanish Dictation Fall 2005OtherFeb 11, 2005 - Jun 11, 2007complete30,722
Chinese Dictation Fall 2005Language/ChineseJan 10, 2005 - Jul 10, 2007complete27,824
Chinese Dictation Spring 2008Language/ChineseJan 10, 2007 - Jul 3, 2010complete290,083
Malcolm Summer School 2012 PI: Peter Malcolm  (public)
DatasetArea/Subject DatesStatusTransactions
Malcolm Summer School 2012OtherJun 5, 2012 - Jun 5, 20121,864
Mathan - Fostering the Intelligent Novice: Learning from errors with metacognitive tutoring PI: Ken Koedinger  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Mathan - Fostering the Intelligent NoviceOther-files-only0papers
Mathan - Fostering the Intelligent Novice DatasetMath/OtherJul 10, 2002 - Sep 20, 20028,420papers
Memphis: IES A&P Practice Data PI: Philip Pavlik  (public)
DatasetArea/Subject DatesStatusTransactions
Statistics Cloze Practice Experiment 2 raw dataScience/StatisticsOct 2, 2015 - Dec 7, 201589,199
Short form with about 2000 rowsScience/StatisticsNov 2, 2015 - Dec 4, 20152,074
Statistics Cloze Practice Experiment 2 valid participants split for CVScience/StatisticsOct 22, 2015 - Dec 7, 201558,316
Fall 2019 and Spring 2020 Classroom dataScience/OtherNov 6, 2019 - May 6, 202034,847
Statistics Cloze Practice Experiment 2 valid participantsScience/StatisticsOct 22, 2015 - Dec 7, 201558,316
Fall 2019 to Fall 2020 Classroom dataScience/OtherNov 6, 2019 - Dec 13, 2020110,511
Pilot Study Data (4 semesters)Science/OtherDec 31, 1969 - May 5, 2023150,883
PLUS (public) PI: C Tipper  (public)
DatasetArea/Subject DatesStatusTransactions
All_Data_Advocacy_Lessons_LAK25Other-files-only0
All_Data_Equity_Lesson_LAK25Other-files-only0
Seven Tutor Training Lessons 2025Other-files-only0
Lesson Log Data AIED 2511Computer Science/Machine Learning and Data Science-files-only0
ECTEL Paper 42Computer Science/Machine Learning and Data Science-files-only0
Mimi's LessonsComputer Science/Machine Learning and Data Science-files-only0
ECTEL2025 Paper 42Other-files-only0
Pavlik - Difficulty and Strategy (public)  PI: Phil Pavlik  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Motivation and Metacognition in Chinese Vocabulary Learning, Experiment 1Language/ChineseOct 26, 2009 - Nov 18, 2009complete38,239papers
Motivation and Metacognition in Chinese Vocabulary Learning, Experiment 2Language/ChineseFeb 11, 2010 - Apr 30, 2010complete45,574papers
Motivation and Metacognition in Chinese Vocabulary Learning, Experiment 4Language/ChineseJan 21, 2008 - Mar 31, 2011complete54,862
Pavlik - Knowledge Tracking PI: Phil Pavlik  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Chinese Vocabulary Spring 2006Language/ChineseMay 9, 2006 - May 9, 2006complete71,928
Spanish Vocabulary Spring 2006OtherFeb 4, 2006 - May 23, 2006complete17,063
Chinese Vocabulary Transfer Lab Study Spring 2006Language/ChineseMay 24, 2006 - Jul 13, 2006complete19,008
Chinese Vocabulary Fall 2006Language/ChineseOct 18, 2002 - Dec 19, 2006complete108,206papers
Chinese Vocabulary Spring 2007Language/ChineseJan 22, 2007 - May 11, 2007complete95,508
Chinese Vocabulary Schedule Preference Fall 2007Language/ChineseSep 10, 2007 - Dec 16, 2007complete127,083
Chinese Radical Transfer Fall 2007Language/ChineseSep 10, 2007 - Oct 10, 2007complete61,323papers
Chinese Radical Transfer Fall 2007 - OctoberLanguage/ChineseOct 1, 2007 - Oct 10, 20075,076
Perceptual Fluency in Geometry Achievement PI: Yvonne Kao  (public) (terms of use)
DatasetArea/Subject DatesStatusTransactions
Perceptual Fluency in Geometry Achievement Spring 2009 v1Math/GeometryJan 14, 2009 - Jun 4, 2009complete147,801
Perceptual Fluency in Geometry Achievement Spring 2009 v2Math/GeometryJan 14, 2009 - Jun 4, 2009complete148,204
Physics Course - Andes2 PI: Kurt VanLehn  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
USNA Physics Fall 2006Science/PhysicsJan 6, 2003 - Jan 8, 2007complete345,536papers
USNA Physics Spring 2007Science/PhysicsMay 4, 2001 - May 8, 2007complete282,033
USNA Physics Fall 2007Science/PhysicsAug 15, 2006 - Dec 18, 2007complete261,725
USNA Physics Spring 2008Science/PhysicsJan 5, 2008 - May 1, 2008complete265,132papers
USNA Physics Fall 2005Science/PhysicsAug 19, 2005 - Dec 15, 2005complete319,229papers
USNA Physics Spring 2006Science/PhysicsJan 27, 2005 - Jun 21, 2006complete197,772
USNA Physics Spring 2005Science/PhysicsFeb 3, 2005 - Jun 17, 2005complete73,486
Watchung Hills Regional High School Honors Physics 2007-2008Science/PhysicsSep 23, 2003 - Jun 22, 2008complete116,534
Watchung Hills Regional High School AP Physics 2007-2008Science/PhysicsAug 24, 2007 - May 20, 2008complete22,714
USNA Physics Fall 2008Science/PhysicsSep 9, 2008 - Dec 12, 2008complete175,267papers
USNA Physics Fall 2005 - Rotational Kinematics ModuleScience/PhysicsOct 18, 2005 - Dec 15, 2005complete10,045
USNA Physics Fall 2005 - Translational Kinematics ModuleScience/PhysicsAug 25, 2005 - Dec 14, 2005complete31,434
USNA Physics Spring 2009Science/PhysicsJan 8, 2009 - May 6, 2009complete114,884
Watchung Hills Regional High School AP Physics 2008-2009Science/PhysicsSep 16, 2008 - Apr 28, 2009complete44,371
Watchung Hills Regional High School Honors Physics 2008-2009Science/PhysicsOct 18, 2008 - May 28, 2009complete139,282
St. Anselm College, Introductory Physics, Fall 2009-Spring 2010Science/PhysicsAug 31, 2009 - May 31, 2010complete74,328
USNA Introductory Physics Spring 2010Science/PhysicsJan 13, 2010 - May 11, 2010complete173,250
USNA Introductory Physics Fall 2009Science/PhysicsJul 25, 2009 - Jan 26, 2010complete117,525
Watchung Hills Regional High School Honors Physics 2009-2010Science/PhysicsOct 1, 2009 - Mar 10, 2010complete38,411
Watchung Hills Regional High School AP Physics, year 2, 2009-2010Science/PhysicsOct 5, 2009 - Jan 10, 2010complete24,202
USNA Physics Fall 2005 - Translational Kinematics Module - All Data v3Science/PhysicsAug 25, 2005 - Dec 14, 200531,434
Physics Course - Andes3 PI: Kurt VanLehn  (public)
DatasetArea/Subject DatesStatusTransactions
St. Anselm College, Introductory Physics, Summer 2011Science/PhysicsMay 23, 2011 - Jul 14, 2011complete85,734
ASU, lab study, Spring 2011Science/PhysicsApr 6, 2011 - May 7, 2011complete28,209
St. Anselm College, Introductory Physics, Summer 2012Science/PhysicsMay 14, 2012 - Jul 12, 2012complete149,958
OSU, Honors Physics: Mechanics, Fall 2011Science/PhysicsSep 14, 2011 - Feb 13, 2012complete323,912
UWPlatt, Introductory Physics, Spring 2012Science/PhysicsJan 18, 2012 - Feb 1, 2012complete49,472
Presson - Knowledge Tracking PI: Nora Presson  (public)
DatasetArea/Subject DatesStatusTransactions
French Vocabulary Spring 2007Language/FrenchJan 31, 2007 - Mar 7, 2007complete12,732
Public Datasets (public)
DatasetArea/Subject DatesStatusTransactions
Pre_Summer_School_01_Jun_05Science/ChemistryJun 24, 2005 - Jun 24, 2005example data1,942
Quality Control (MTurk dataset and PUI dataset) PI: Xu Wang  (public)
DatasetArea/Subject DatesStatusTransactions
MTurk DatasetOther-files-only0
PUI datasetOther-files-only0
Robust learning with a Meta-Cognitive Tutor PI: Ido Roll  (public) (gold star) (terms of use)
DatasetArea/Subject DatesStatusTransactionsActions
Help Tutor sch_a3329ee9 Spring 2006 (cognitive)Math/GeometryJan 31, 2006 - May 3, 2006complete123,952
Help Tutor sch_a3329ee9 Spring 2006 (meta)Math/GeometryJan 31, 2006 - May 3, 2006complete118,011papers
Short Hints sch_uiotcd12 Spring 2006 (meta)Math/GeometryMay 1, 2006 - Jun 5, 2006complete25,032
Short Hints sch_089ghvzq Spring 2006 (cognitive)Math/GeometryMay 1, 2006 - Jun 5, 2006complete11,986
Help Tutor sch_a3329ee9 Spring 2006 (self-assessment tutor)Math/GeometryJan 31, 2006 - May 3, 2006complete5,276
Help Tutor sch_a3329ee9 Spring 2006 - One month after the studyMath/GeometryApr 19, 2006 - May 24, 2006complete39,761
Signals Tutor_IEEE PI: Hanall Sung  (public)
DatasetArea/Subject DatesStatusTransactions
Signals Tutor_2020 SpringScience/Other-files-only0
The Effect of Generation and Interaction on Robust Learning PI: Robert Hausmann  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Self Explanation - Electric Fields - USNA - Spring 2006Science/PhysicsJun 10, 2002 - Jan 26, 2006complete19,749papers
Joint Explanation - Electric Fields - Pitt - Spring 2007Science/PhysicsJan 30, 2007 - Mar 1, 2007complete5,347papers
Vector Components Tutor PI: Vasudeva Aravind  (public)
DatasetArea/Subject DatesStatusTransactions
Vector_Components_Fall_2017_StreamedScience/PhysicsSep 13, 2017 - Nov 29, 2017files-only2,783
Virginia Tech CodeWorkout PI: shaffer@vt.edu  (public)
DatasetArea/Subject DatesStatusTransactions
CodeWorkout data Spring 2019Other-files-only0
Virginia Tech OpenDSA PI: shaffer@vt.edu  (public)
DatasetArea/Subject DatesStatusTransactions
Fall 2019 use of OpenDSA Formal Languages eTextbookComputer Science/Other-files-only0
WPI - Assistments PI: Neil Heffernan  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
Assistments Math 2004-2005 (912 Students)Math/OtherSep 8, 2004 - Aug 9, 2005complete580,785papers
Assistments Math 2005-2006 (3136 Students)Math/OtherSep 7, 2005 - Aug 30, 2006complete685,615papers
Assistments Math 2006-2007 (5046 Students)OtherSep 1, 2006 - Aug 30, 2007complete1,451,003
WeBWorK Engagement PI: K. Andrew Parker  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
S18 - College Algebra & TrigMath/OtherJan 29, 2018 - May 25, 2018on-going0papers
Workflow Components PI: Mike Komisin  (public)
DatasetArea/Subject DatesStatusTransactions
DocumentationOther-files-only0
Zhang and MacWhinney - Chinese Pinyin Learning PI: Brian MacWhinney  (public)
DatasetArea/Subject DatesStatusTransactions
Pinyin Fall 2008Language/ChineseJul 28, 2008 - Jan 24, 2009complete2,405,281
Zhao & MacWhinney - English Article Usage PI: Helen Zhao  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
The Cognitive English Article Tutor - Study 1Language/EnglishDec 31, 2004 - Mar 4, 2012complete103,437
The Cognitive English Article Tutor - Knowledge TracingLanguage/EnglishNov 12, 2010 - Dec 1, 2011complete134,862papers
iSnap - Introductory Programming PI: Thomas Price  (public) (gold star)
DatasetArea/Subject DatesStatusTransactionsActions
iSnap - Fall 2016OtherAug 23, 2016 - Sep 28, 2016208,105papers
iSnap - Fall 2015OtherSep 14, 2015 - Sep 30, 201584,243papers
iSnap - Spring 2016OtherJan 11, 2016 - Feb 23, 2016172,160papers
Hint Quality RatingsOther-files-only0papers
iSnap - Spring 2017OtherJan 23, 2017 - Feb 28, 2017140,581papers
iSnap - Fall 2017 [fixed]OtherAug 22, 2017 - Sep 24, 2017161,255papers
iSnap - Spring 2018 ProgSnap2Computer Science/Introductory Programming-files-only0