Popular 3k python columnar tables
A set of relational tables stored in a columnar format such as Apache ORC, which is particularly suited for scale-out analyses on data lakes and big data processing ecosystems such as the Hadoop environment.
- Comments
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The popular-3k-python teaser contains a subset of 2197 popular repositories tagged as being written in the Python language, from GitHub, GitLab.com, PyPI and Debian. The selection criteria to pick the software origins was the following:
- the 580 most popular GitHub projects written in Python (by number of stars),
- the 135 GitLab.com projects written in Python that have 2 stars or more,
- the 827 most popular PyPI projects (by usage statistics, according to the Top PyPI Packages database),
- the 655 most popular Debian packages with the debtag implemented-in::python (by "votes" according to the Debian Popularity Contest database)
- Dataset size
- 36 GB
- Export date
- Teaser of
- Graph export in columnar tables [2021-03-23]
- S3 URL
- s3://softwareheritage/graph/2021-03-23-popular-3k-python/orc/
- Deprecated
- False
Download the dataset
For Amazon S3 links, you'll need to install either awscli or swh.datasets.
aws s3 cp --recursive --no-sign-request s3://softwareheritage/graph/2021-03-23-popular-3k-python/orc/ 2021-03-23-popular-3k-python-orc#Â ORswh datasets download-export 2021-03-23-popular-3k-python
Referencing the dataset
If you use this dataset for research purposes, please acknowledge Software Heritage as recommended in the publications page, which means doing the next two things:
- Add a footnote on the title page of your paper, formatted as: “This work was made possible by Software Heritage, the universal source code archive: https://www.softwareheritage.org”
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Cite the following papers:
- Jean-François Abramatic, Roberto Di Cosmo, and Stefano Zacchiroli. Building the universal archive of source code. Commun. ACM, 61(10):29–31, 2018. URL: https://doi.org/10.1145/3183558, doi:10.1145/3183558. (BibTeX)
- Roberto Di Cosmo and Stefano Zacchiroli. Software heritage: why and how to preserve software source code. In Shoichiro Hara, Shigeo Sugimoto, and Makoto Goto, editors, Proceedings of the 14th International Conference on Digital Preservation, iPRES 2017, Kyoto, Japan, September 25-29, 2017. 2017. URL: https://hdl.handle.net/11353/10.931064. (BibTeX)