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Characteristic features of tidyverse packages include extensive use of non-standard evaluation and encouraging piping. [3] [4] [5] As of November 2018, the tidyverse package and some of its individual packages comprise 5 out of the top 10 most downloaded R packages. [6] The tidyverse is the subject of multiple books and papers.
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. The group of packages strives to provide a cohesive collection of functions to deal with common data science tasks, including data import , cleaning, transformation and visualisation (notably with the ggplot2 package).
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]
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]
Grolemund was known for working on the lubridate R package, which makes working with dates and time data types easier. [8] Shiny hex logo. In November 2013, Yihui Xie joined Posit to work on the Shiny package. He created the knitr, cranvas, and animation packages, among others. [9] In November 2016, Jenny Bryan and Max Kuhn joined Posit.
The tidyverse package bundles several subsidiary packages that provide a common interface for tasks related to accessing and processing "tidy data", [27] data contained in a two-dimensional table with a single row for each observation and a single column for each variable. [28] Installing a package occurs only once.
Artichokes are one of the highest-fiber vegetables on the market, with a half-cup serving of the canned beauties clocking in at 4 grams of filling fiber (or roughly 16% of the Daily Value) and ...
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 ...