| Publisher |
Harvard Dataverse |
| Description |
Keystroke data collected from CS1 student participants during fall 2021
semester at Utah State University. See readme.txt for detailed
information.
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).
|
| Resource Type |
DOI |
| Data Type |
Programming |
| Creator |
Edwards, John |
| Availability |
open |
| Programming Language |
Python |
| Collection Start Date |
2021 |
| Collection End Date |
2021 |
| Publication Year |
2022 |
| Number of Semesters |
1 |
| Data Protection |
Anonymized |
| Measurement Type |
log data |
| Population |
CS-1 |
| Sample Size |
44 |
| Country |
USA |
| Educational Institution |
Utah State University |
| Data Standard |
ProgSnap 2 |
| Aggregation |
yes |
| Aggregation Level |
Keystroke |
| Related Publication |
@article{edwards2023review,
author = {Edwards, John and
Hart, Kaden and
Shrestha, Raj},
title = {{Review of CSEDM Data and Introduction of Two
Public CS1 Keystroke Datasets}},
journal = {Journal of Educational Data Mining},
year = 2023,
volume = 15,
number = 1,
month = mar,
Pages. = {1-31},
doi = {10.5281/zenodo.7646659},
url = {https://doi.org/10.5281/zenodo.7646659}
} |
| Research Question |
What are methods and challenges when creating dataset for keystroke data? |
| Future Work |
1. To what extent are cooperative and collaborative learning activities/scenarios part of courses that aim to teach programming or improve students' programming skills?\newline 2. What goals are pursued in connection with cooperative and collaborative learning activities? |
| Fairness Score |
Total score: 79% (moderate)
Findability: 7 of 7
Accessibility: 2 of 3
Interoperability: 3 of 4
Reusability: 7 of 10 |
| Resource | Open Dataset |
|---|