Scratch Dataset
| Publisher | GitHub |
|---|---|
| Description | "A dataset of 250K recent Scratch projects from 100K different authors scraped from the Scratch project repository. We processed the projects' source code and metadata to encode them into a database that facilitates querying and further analysis" |
| Resource Type | URL |
| Data Type | Programming |
| Creator | Aivaloglou, Fenia |
| Availability | open |
| Programming Language | Scratch |
| Collection Start Date | 2016 |
| Publication Year | 2017 |
| Data Protection | Anonymized |
| Measurement Type | log data |
| Sample Size | 109960 |
| Country | International |
| Learning Environment | Scratch |
| Aggregation | Yes |
| Aggregation Level | Blocks used |
| Related Publication | @inproceedings{aivaloglou2017dataset, title={A dataset of scratch programs: scraped, shaped and scored}, author={Aivaloglou, Efthimia and Hermans, Felienne and Moreno-Le{\'o}n, Jes{\'u}s and Robles, Gregorio}, booktitle={2017 IEEE/ACM 14th International Conference on Mining Software Repositories (MSR)}, pages={511--514}, year={2017}, organization={IEEE} } |
| Future Work | 1) assessment of the programming skills that novice programmers develop in the Scratch environment 2) quality of the programming artifacts developed in the Scratch environment |
| Fairness Score | Total score: 27% (initial) Findability: 2.5 of 7 Accessibility: 1 of 3 Interoperability: 0 of 4 Reusability: 3 of 10 |
| Resource | Open Dataset |