| Publisher |
Zenodo |
| Description |
This is a a dataset containing Integrated Development Environment (IDE) logs from an introductory programming MOOC. The dataset contains information on when actions in the IDE were performed in relation to deadlines over the different parts of the course. One exceptional aspect of the dataset is that part of the logs have been gathered at the keystroke level, allowing for fine-grained insight into the learning process. In addition to the IDE logs themselves, the dataset has information on whether students included in the data passed the course. This can facilitate further research that analyzes how time-related behavior relates to performance in introductory programming courses. |
| Resource Type |
DOI |
| Data Type |
log data |
| Creator |
Leinonen, Juho;
Hellas, Arto |
| Availability |
open |
| Rights |
CC 4.0 |
| Programming Language |
Java |
| Collection Start Date |
2017 |
| Collection End Date |
2017 |
| Publication Year |
2017 |
| Number of Semesters |
1 |
| Data Protection |
Anonymized |
| Measurement Type |
programming exercise |
| Population |
MOOC on (CS1) |
| Sample Size |
473 |
| Country |
Finland |
| Educational Institution |
University of Helsinki |
| Data Standard |
0 |
| Learning Environment |
IDE with custom plugin (Test my Code) |
| Aggregation |
yes |
| Aggregation Level |
Keystrokes and IDE events (run code, submit exercise, etc.) |
| Related Publication |
@proceedings{leinonen_2022_6983459,
title = {Open IDE Action Log Dataset from a CS1 MOOC},
year = 2022,
publisher = {Zenodo},
month = aug,
doi = {10.5281/zenodo.6983459},
url = {https://doi.org/10.5281/zenodo.6983459}
} |
| Fairness Score |
Total score: 66% (moderate)
Findability: 6 of 7
Accessibility: 2 of 3
Interoperability: 3 of 4
Reusability: 5 of 10 |
| Resource | Open Dataset |
|---|