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

Welcome to DataShop, the world's largest repository of learning interaction data.

  or  
  to start analyzing data.

What is DataShop?

Public Datasets

A Multimodal Interface for Solving Equations PI: Lisa Anthony  (public) (terms of use)

DatasetDomain/LearnLabDatesStatusTransactions
Handwriting/Examples Dec 2006Math/AlgebraOct 12, 2006 - Dec 20, 2006complete12,568
Handwriting2/Examples Spring 2007Math/AlgebraMar 22, 2007 - May 24, 2007complete20,016

Chinese Tone Study PI: Ying Liu  (public)

DatasetDomain/LearnLabDatesStatusTransactions
Chinese_tonestudyLanguage/ChineseSep 6, 2005 - Apr 12, 2006complete48,443

Digital Games for Improving Number Sense PI: Derek Lomas  (public)

DatasetDomain/LearnLabDatesStatusTransactions
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)

DatasetDomain/LearnLabDatesStatusTransactions
WOZ Uncertainty AdaptationScience/PhysicsDec 1, 2006 - Apr 30, 2007files-only0

Elementary Chinese Course PI: suemei wu  (public)

DatasetDomain/LearnLabDatesStatusTransactions
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)

DatasetDomain/LearnLabDatesStatusTransactions
English as a Second LanguageLanguage/English-link0

French Course PI: Christopher Jones  (public)

DatasetDomain/LearnLabDatesStatusTransactions
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)

DatasetDomain/LearnLabDatesStatusTransactions
Geometry Area (1996-97)Math/GeometryFeb 1, 1996 - Feb 1, 1996complete6,778

Geometry Course (Public) PI: Vincent Aleven  (public) (gold star)

DatasetDomain/LearnLabDatesStatusTransactions
Geometry Angles - Fox Chapel 1998Math/Geometry-files-only0

Intelligent Writing Tutor PI: Ruth Wylie  (public) (gold star)

DatasetDomain/LearnLabDatesStatusTransactions
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, 2008complete8,686
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, 2009complete11,394
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, 2009complete10,659
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, 2010complete9,814
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

MacWhinney Dictation Studies PI: Brian MacWhinney  (public)

DatasetDomain/LearnLabDatesStatusTransactions
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)

DatasetDomain/LearnLabDatesStatusTransactions
Malcolm Summer School 2012OtherJun 5, 2012 - Jun 5, 20121,864

Pavlik - Difficulty and Strategy (public)  PI: Phil Pavlik  (public) (gold star)

DatasetDomain/LearnLabDatesStatusTransactions
Motivation and Metacognition in Chinese Vocabulary Learning, Experiment 1Language/ChineseOct 26, 2009 - Nov 18, 2009complete38,239
Motivation and Metacognition in Chinese Vocabulary Learning, Experiment 2Language/ChineseFeb 11, 2010 - Apr 30, 2010complete45,574
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)

DatasetDomain/LearnLabDatesStatusTransactions
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, 2006complete108,206
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, 2007complete61,323

Perceptual Fluency in Geometry Achievement PI: Yvonne Kao  (public) (terms of use)

DatasetDomain/LearnLabDatesStatusTransactions
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)

DatasetDomain/LearnLabDatesStatusTransactions
USNA Physics Fall 2006Science/PhysicsJan 6, 2003 - Jan 8, 2007complete345,536
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, 2008complete265,132
USNA Physics Fall 2005Science/PhysicsAug 19, 2005 - Dec 15, 2005complete319,229
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, 2008complete175,267
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

Physics Course - Andes3 PI: Kurt VanLehn  (public)

DatasetDomain/LearnLabDatesStatusTransactions
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)

DatasetDomain/LearnLabDatesStatusTransactions
French Vocabulary Spring 2007Language/FrenchJan 31, 2007 - Mar 7, 2007complete12,732

Public Datasets (public)

DatasetDomain/LearnLabDatesStatusTransactions
Pre_Summer_School_01_Jun_05Science/ChemistryJun 24, 2005 - Jun 24, 2005example data1,942

Robust learning with a Meta-Cognitive Tutor PI: Ido Roll  (public) (gold star) (terms of use)

DatasetDomain/LearnLabDatesStatusTransactions
Help Tutor CWCTC Spring 2006 (cognitive)Math/GeometryJan 31, 2006 - May 3, 2006complete123,952
Help Tutor CWCTC Spring 2006 (meta)Math/GeometryJan 31, 2006 - May 3, 2006complete118,011
Short Hints Wilkinsburg Spring 2006 (meta)Math/GeometryMay 1, 2006 - Jun 5, 2006complete25,032
Short Hints Wilkinsburg Spring 2006 (cognitive)Math/GeometryMay 1, 2006 - Jun 5, 2006complete11,986
Help Tutor CWCTC Spring 2006 (self-assessment tutor)Math/GeometryJan 31, 2006 - May 3, 2006complete5,276
Help Tutor CWCTC Spring 2006 - One month after the studyMath/GeometryApr 19, 2006 - May 24, 2006complete39,761

The Effect of Generation and Interaction on Robust Learning PI: Robert Hausmann  (public) (gold star)

DatasetDomain/LearnLabDatesStatusTransactions
Self Explanation - Electric Fields - USNA - Spring 2006Science/PhysicsJan 23, 2005 - Jun 13, 2005complete19,749
Joint Explanation - Electric Fields - Pitt - Spring 2007Science/PhysicsJan 30, 2007 - Mar 1, 2007complete5,347

WPI - Assistments PI: Neil Heffernan  (public) (gold star)

DatasetDomain/LearnLabDatesStatusTransactions
Assistments Math 2004-2005 (912 Students)Math/OtherSep 8, 2004 - Aug 9, 2005complete580,785
Assistments Math 2005-2006 (3136 Students)Math/OtherSep 7, 2005 - Aug 30, 2006complete685,615
Assistments Math 2006-2007 (5046 Students)OtherSep 1, 2006 - Aug 30, 2007complete1,451,003
Version 7.2.9 March 11, 2014