Tidyverse

The tidyverse is a collection of open source R packages introduced by Hadley Wickham[1] and his team that "share an underlying design philosophy, grammar, and data structures" of tidy data.[2] The functions contain several uncharacteristic features in comparison to other R programming paradigms including non-standard evaluation, which allows for unquoted character strings in most functions, and consistently using data as the first argument, which allows for liberal use of the magrittr pipe function: %>%.[3]


The core packages are ggplot2, dplyr, tidyr, readr, purrr, tibble, stringr, and forcats, which provide functionality to model, transform, and visualize data.[4] As of November 2018, the tidyverse package and some of its individual packages make up 5 out of the top 10 most downloaded R packages,[5] and are the subject of multiple books and papers.[6][7][8][9] It has been criticised by Norman Matloff and Bob Muenchen.[10][11]

References
  1. "Welcome to the Tidyverse". Revolutions. Retrieved 2018-11-26.
  2. "Tidyverse". www.tidyverse.org. Retrieved 2018-11-26.
  3. Wickham, Stefan Milton Bache and Hadley (2014-11-22), magrittr: A Forward-Pipe Operator for R, retrieved 2020-04-20
  4. "Tidyverse packages - Tidyverse". Retrieved 2018-11-26.
  5. "RDocumentation". www.rdocumentation.org. Retrieved 2018-11-26.
  6. Duggan, Jim (2018-09-07). "Input and output data analysis for system dynamics modelling using the tidyverse libraries of R". System Dynamics Review. 34 (3): 438–461. doi:10.1002/sdr.1600. ISSN 0883-7066.
  7. Chang, Winston (2013). R Graphics Cookbook. "O'Reilly Media, Inc.". ISBN 9781449316952.
  8. C., Boehmke, Bradley (2016-11-17). Data wrangling with R. Cham. ISBN 9783319455990. OCLC 964404346.
  9. Hadley, Wickham (2017). R for data science : import, tidy, transform, visualize, and model data. Grolemund, Garrett (First ed.). Sebastopol, CA. ISBN 9781491910399. OCLC 968213225.
  10. Matloff, Norm (30 September 2019). "An opinionated view of the Tidyverse "dialect" of the R language". GitHub. Retrieved 28 October 2019.
  11. Muenchen, Bob (23 March 2017). "The Tidyverse Curse". r4stats.com.
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