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R packages used

Package Version Citation
data.table 1.14.8 Dowle and Srinivasan (2023)
janitor 2.2.0 Firke (2023)
tidyverse 2.0.0 Wickham et al. (2019)

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We used the following R packages: data.table v. 1.14.8 (Dowle and Srinivasan 2023), janitor v. 2.2.0 (Firke 2023), tidyverse v. 2.0.0 (Wickham et al. 2019).

Package citations

Dowle, Matt, and Arun Srinivasan. 2023. data.table: Extension of “data.frame. https://CRAN.R-project.org/package=data.table.

Firke, Sam. 2023. janitor: Simple Tools for Examining and Cleaning Dirty Data. https://CRAN.R-project.org/package=janitor.

Wickham, Hadley, Mara Averick, Jennifer Bryan, Winston Chang, Lucy D’Agostino McGowan, Romain François, Garrett Grolemund, et al. 2019. “Welcome to the tidyverse.” Journal of Open Source Software 4 (43): 1686. https://doi.org/10.21105/joss.01686.