2019 CS1 Keystroke Data (doi:10.7910/DVN/6BPCXN)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Document Description

Citation

Title:

2019 CS1 Keystroke Data

Identification Number:

doi:10.7910/DVN/6BPCXN

Distributor:

Harvard Dataverse

Date of Distribution:

2022-04-04

Version:

4

Bibliographic Citation:

Edwards, John, 2022, "2019 CS1 Keystroke Data", https://doi.org/10.7910/DVN/6BPCXN, Harvard Dataverse, V4, UNF:6:RbWfgdjzTbDJOY7Eyhen9w== [fileUNF]

Study Description

Citation

Title:

2019 CS1 Keystroke Data

Identification Number:

doi:10.7910/DVN/6BPCXN

Authoring Entity:

Edwards, John (Utah State University)

Distributor:

Harvard Dataverse

Access Authority:

Edwards, John

Depositor:

Edwards, John

Date of Deposit:

2022-04-04

Holdings Information:

https://doi.org/10.7910/DVN/6BPCXN

Study Scope

Keywords:

Computer and Information Science, Social Sciences, Computer and Information Science, Social Sciences

Abstract:

Keystroke data collected from CS1 student participants during 2019 at Utah State University. See readme.txt for detailed information. <br><br>This dataset has undergone deidentification, though it is possible, being a complex, temporal, and ephemeral dataset, that identifying keystrokes may have been missed. Ethical use of this dataset includes avoiding attempts at reconstructing identities. That said, if researchers discover anything identifiable in the data, they are encouraged to contact the dataset authors (john.edwards@usu.edu).

Methodology and Processing

Sources Statement

Data Access

Notes:

Contact john.edwards@usu.edu for access to files. Access is restricted because some of the assignment descriptions are still in active use, so we want to make sure that files are only used by researchers and not students looking for assignment solutions.

Other Study Description Materials

Related Publications

Citation

Bibliographic Citation:

Please contact the author for citation information -- the paper to cite is in preparation.

File Description--f6157951

File: due.tab

  • Number of cases: 10

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:dZ8jpIELKM+2H340an6pZw==

File Description--f6157949

File: students.tab

  • Number of cases: 541

  • No. of variables per record: 10

  • Type of File: text/tab-separated-values

Notes:

UNF:6:KjEt4JP9d490xGlhraPYsA==

Variable Description

List of Variables:

Variables

AssignmentID

f6157951 Location:

Variable Format: character

Notes: UNF:6:HRQaWgtUGhtae1CZlfOhZw==

Due Local

f6157951 Location:

Variable Format: character

Notes: UNF:6:lynfNK7qNlhBGtej4MU3JA==

Due UTC

f6157951 Location:

Variable Format: character

Notes: UNF:6:yLFBhrBpF3sXtsPcZVvQsA==

Timestamp UTC

f6157951 Location:

Summary Statistics: Min. 1.54848594E12; StDev 1.0546633966152422E10; Max. 1.57085994E12; Valid 10.0; Mean 1.55968158E12

Variable Format: numeric

Notes: UNF:6:JfbHPwjZoPlKO3Eh7klHcA==

SubjectID

f6157949 Location:

Variable Format: character

Notes: UNF:6:m/6W7+qloF20Ativ6ijWqQ==

Group

f6157949 Location:

Variable Format: character

Notes: UNF:6:S1t+zHzd/hhArnAS7R0C/g==

SyntaxExercises

f6157949 Location:

Variable Format: character

Notes: UNF:6:D1nCKpiyj0hwThY8bR+u6g==

p4

f6157949 Location:

Summary Statistics: Valid 541.0; StDev 12.669399695424858; Min. 0.0; Max. 100.0; Mean 96.67652495378928

Variable Format: numeric

Notes: UNF:6:bmL03taBnNjNjDbs3mQExw==

p5

f6157949 Location:

Summary Statistics: Mean 91.05360443622922; Min. 0.0; StDev 19.2251496873886; Max. 100.0; Valid 541.0;

Variable Format: numeric

Notes: UNF:6:LOo9rjsMhs9mkhnHW9/S5Q==

p6

f6157949 Location:

Summary Statistics: StDev 25.82636583462611; Min. 0.0; Valid 540.0; Max. 100.0; Mean 84.72175925925926;

Variable Format: numeric

Notes: UNF:6:JlFSlZrS72YWGb2YHix19Q==

p7

f6157949 Location:

Summary Statistics: StDev 24.29476155329968; Valid 538.0; Min. 0.0; Mean 90.46579925650558; Max. 100.0

Variable Format: numeric

Notes: UNF:6:lvTaj1PYWqVsKn3kHD0YbQ==

p8

f6157949 Location:

Summary Statistics: Valid 535.0; Max. 100.0; Mean 79.15467289719625; StDev 31.665385741422888; Min. 0.0

Variable Format: numeric

Notes: UNF:6:/32LVdPkEZ6g/l7CmmI6fg==

exam1

f6157949 Location:

Summary Statistics: Valid 538.0; Mean 75.7100371747212; Max. 98.0; StDev 13.215501154406388; Min. 0.0

Variable Format: numeric

Notes: UNF:6:2GcrZUoVCRKA+7lAW4hyaQ==

exam2

f6157949 Location:

Summary Statistics: Max. 90.0; Min. 32.0; Mean 66.49606299212599; Valid 508.0; StDev 12.486125801328289

Variable Format: numeric

Notes: UNF:6:vUtMevfF+M5vq3A01nIxLQ==

Other Study-Related Materials

Label:

informed-consent.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

keystrokes.csv

Notes:

text/csv

Other Study-Related Materials

Label:

keystrokes-raw.csv

Notes:

text/csv

Other Study-Related Materials

Label:

keystrokes-survey.csv

Notes:

text/csv

Other Study-Related Materials

Label:

p4.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

p5.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

p6.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

p7.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

p8.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

readme.txt

Notes:

text/plain

Other Study-Related Materials

Label:

sample-code.ipynb

Text:

A Jupyter notebook that has code snippets that can help get you started analyzing the keystroke dataset.

Notes:

application/x-ipynb+json