Datasets based on the 2021-03-23 export

Referencing Software Heritage

If you use any of the datasets indexed on this website for research purposes, please acknowledge Software Heritage as recommended in the publications page, that is:

1. 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”; and
2. cite at least one of the following papers:
   • Roberto Di Cosmo, Stefano Zacchiroli. Software Heritage: Why and How to Preserve Software Source Code. iPRES 2017. (BibTeX)
   • Jean-François Abramatic, Roberto Di Cosmo, Stefano Zacchiroli. Building the universal archive of source code. Commun. ACM 61(10): 29-31 (2018). (BibTeX)

Specific datasets might recommend additional citations, to credit their creators.

4 datasets

• Compressed graph #

  Dataset size

  Unknown

  Export date

  2021-03-23

  Teaser dataset

  Popular 3k python compressed graph (15 GB)

  S3 URL

  s3://softwareheritage/graph/2021-03-23/compressed/

  Specific citation instructions

  If you use this dataset for research purposes, please cite the following paper: Antoine Pietri, Diomidis Spinellis, Stefano Zacchiroli. The Software Heritage Graph Dataset: Public software development under one roof. In proceedings of MSR 2019: The 16th International Conference on Mining Software Repositories, May 2019, Montreal, Canada. Co-located with ICSE 2019 (Preprint), (BibTeX).

  Download

  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/compressed/ 2021-03-23-compressed
  # OR
  swh datasets download-graph 2021-03-23

• Graph export in columnar tables #

  Dataset size

  8.4 TiB

  Export date

  2021-03-23

  Teaser dataset

  Popular 3k python columnar tables (36 GB)

  S3 URL

  s3://softwareheritage/graph/2021-03-23/orc/

  Download

  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/orc/ 2021-03-23-orc
  # OR
  swh datasets download-export 2021-03-23

• Popular 3k python columnar tables #

  Comments

  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

  2021-03-23

  Teaser of

  Graph export in columnar tables [2021-03-23]

  S3 URL

  s3://softwareheritage/graph/2021-03-23-popular-3k-python/orc/

  Download

  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
  # OR
  swh datasets download-export 2021-03-23-popular-3k-python

• Popular 3k python compressed graph #

  Comments

  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

  15 GB

  Export date

  2021-03-23

  Teaser of

  Compressed graph [2021-03-23]

  S3 URL

  s3://softwareheritage/graph/2021-03-23-popular-3k-python/compressed/

  Specific citation instructions

  If you use this dataset for research purposes, please cite the following paper: Antoine Pietri, Diomidis Spinellis, Stefano Zacchiroli. The Software Heritage Graph Dataset: Public software development under one roof. In proceedings of MSR 2019: The 16th International Conference on Mining Software Repositories, May 2019, Montreal, Canada. Co-located with ICSE 2019 (Preprint), (BibTeX).

  Download

  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/compressed/ 2021-03-23-popular-3k-python-compressed
  # OR
  swh datasets download-graph 2021-03-23-popular-3k-python

By accessing the datasets, you agree with the Software Heritage Ethical Charter for using the archive data, the terms of use for bulk access, and the Software Heritage principles for large language models.

To learn how to use the datasets read the documentation.