What are the different packages in R?
Table of Contents
What are the different packages in R?
The 10 Most Important Packages in R for Data Science
- ggplot2. ggplot2 is based on the ‘Grammar of Graphics”, which is a popular data visualization library.
- data. table.
- dplyr.
- tidyr.
- Shiny.
- plotly.
- knitr.
- mlr3.
How do I list all packages in R?
To see what packages are installed, use the installed. packages() command. This will return a matrix with a row for each package that has been installed.
How many packages are in the current R repository Cran?
Currently, the CRAN package repository features 18586 available packages.
What is the best R package?
Best R Packages for Data Science
- R for Data Science.
- ggplot2 for Data Visualization.
- dplyr and dbplyr for Data Wrangling.
- mlr3 and caret for Machine Learning.
- knitr for Generating Reports.
- tidyverse for General Data Science Tasks.
- Keep Learning.
How many packages are there in Rstudio?
There are 10,000+ user contributed packages and growing. There are a set of standard (or base) packages which are considered part of the R source code and automatically available as part of your R installation.
Where are R packages stored?
library
R packages are installed in a directory called library. The R function . libPaths() can be used to get the path to the library.
How do I find R packages?
MRAN (the Microsoft R Application Network) provides a search tool for R packages on CRAN. To find the most popular packages, Rdocumentation.org provides a leaderboard of packages by number of downloads. It also provides lists of newly-released and recently-updated packages.
How many R packages on github?
There are some real outliers in the data. For example, the Rcpp package, perhaps the most downloaded package of all-time, has 15.8M downloads and only 377 stars….Analyzing the Data.
| Author | Hadley Wickham |
|---|---|
| Notable Packages | ggplot2, dplyr, httr |
| Downloads | 113,160,314 |
| Stars | 12,408 |
| Downloads Per Star | 9,119.9 |
What is the difference between library and package in R?
In R, a package is a collection of R functions, data and compiled code. The location where the packages are stored is called the library. If there is a particular functionality that you require, you can download the package from the appropriate site and it will be stored in your library.
Can R packages have viruses?
RStudio does not certify or verify that R or R packages are free from vulnerabilities. One of the most common questions we’ve gotten while talking to admins about R packages is whether or not RStudio Products include virus scanners. The answer is no.