fitzRoy - An R Package to Encourage Reproducible Sports Analysis

Abstract:

The importance of reproducibility, and the related issue of open access to data, has received a lot of recent attention. Momentum on these issues is gathering in the sports analytics community. While Australian Rules football (AFL) is the leading commercial sport in Australia, unlike popular international sports, there has been no mechanism for the public to access comprehensive statistics on players and teams. Expert commentary currently relies heavily on data that isn’t made readily accessible and this produces an unnecessary barrier for the development of an inclusive sports analytics community. We present the R package fitzRoy to provide easy access to AFL statistics.

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Published

Jan. 13, 2021

Received

Jul 2, 2019

DOI

10.32614/RJ-2021-005

Volume

Pages

12/2

82 - 106

Supplementary materials

Supplementary materials are available in addition to this article. It can be downloaded at RJ-2021-005.zip

CRAN packages used

fitzRoy, Rvest, dplyr, purrr, XML

CRAN Task Views implied by cited packages

Databases, ModelDeployment, WebTechnologies

Footnotes

    Reuse

    Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".

    Citation

    For attribution, please cite this work as

    Nguyen, et al., "The R Journal: fitzRoy - An R Package to Encourage Reproducible Sports Analysis", The R Journal, 2021

    BibTeX citation

    @article{RJ-2021-005,
      author = {Nguyen, Robert and Day, James and Warton, David and Lane, Oscar},
      title = {The R Journal: fitzRoy - An R Package to Encourage Reproducible Sports Analysis},
      journal = {The R Journal},
      year = {2021},
      note = {https://doi.org/10.32614/RJ-2021-005},
      doi = {10.32614/RJ-2021-005},
      volume = {12},
      issue = {2},
      issn = {2073-4859},
      pages = {82-106}
    }