Published November 1, 2021
| Version v0.2.0
Journal article
Open
Workflow Analysis of Data Science Code in PublicGitHub Repositories
- 1. University of Zurich
Description
This contains supplementary files for a scientific article. It includes a dataset containing data science code snippets taken from the Jupyter notebook cells annotated with the data science step it performs and a set of analyses to understand the data science implementation life cycle.
*The version v.0.2.0 contains the additional analyses like anti pattern analysis.
Files
data-science-code-analysis.zip
Files
(8.7 MB)
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md5:dcfb2f3ad5b2c6a8a2e0649f0a9a286f
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8.7 MB | Preview Download |
Additional details
Funding
- Data-driven Contemporary Code Review PP00P2_170529
- Swiss National Science Foundation
- CrowdAlytics: Large-Scale Human-Machine Systems for Data Science 200020_184994
- Swiss National Science Foundation