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The tidyverse is a collection of open source packages for the R programming language introduced by Hadley Wickham [1] and his team that "share an underlying design philosophy, grammar, and data structures" of tidy data. [2] Characteristic features of tidyverse packages include extensive use of non-standard evaluation and encouraging piping. [3 ...
dplyr is an R package whose set of functions are designed to enable dataframe (a spreadsheet-like data structure) manipulation in an intuitive, user-friendly way. It is one of the core packages of the popular tidyverse set of packages in the R programming language. [1]
A group of packages called the tidyverse, which can be considered a "dialect of the R language", is increasingly popular in the R ecosystem. As of 2020-06-13, Metacran [ 17 ] listed 7 of the 8 core packages of the tidyverse in the list of most downloaded R packages.
Wickham is a prominent and active member of the R user community and has developed several notable and widely used packages including ggplot2, plyr, dplyr and reshape2. [8] [9] Wickham's data analysis packages for R are collectively known as the tidyverse. [10]
Posit PBC (or Posit) is an open-source data science software company.It is a public-benefit corporation [1] founded by J. J. Allaire, [2] creator of the programming language ColdFusion.
The easystats collection of open source R packages was created in 2019 and primarily includes tools dedicated to the post-processing of statistical models. [1] [2] As of May 2022, the 10 packages composing the easystats ecosystem have been downloaded more than 8 million times, and have been used in more than 1000 scientific publications.
ggplot2 is an open-source data visualization package for the statistical programming language R.Created by Hadley Wickham in 2005, ggplot2 is an implementation of Leland Wilkinson's Grammar of Graphics—a general scheme for data visualization which breaks up graphs into semantic components such as scales and layers. ggplot2 can serve as a replacement for the base graphics in R and contains a ...
He is the author of several software packages for the programming language R and holds a conservative view of R's development, discouraging premature exposure of students to the newer Tidyverse dialect of R. [10] His views are supported by other academic teachers of the R language including Holger K. von Juanne-Diedrich, [11] Jasper McChesney ...