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R Tidyverse

The Tidyverse is a collection of R packages designed for data science. It includes packages like dplyr, ggplot2, tidyr, readr, and more, all sharing a common philosophy and data structures.

Key Topics

Installing Tidyverse

# Installing the Tidyverse
install.packages("tidyverse")

# Loading the Tidyverse
library(tidyverse)

Note:

The tidyverse package installs and loads all the core Tidyverse packages.

Using Tidyverse Packages

Once loaded, you can use functions from various Tidyverse packages for data manipulation and visualization.

# Using dplyr functions
data %>% filter(Age > 25) %>% select(Name, Age)

Note:

The %>% operator (pipe) is used to chain multiple operations.

Key Takeaways

  • The Tidyverse simplifies data manipulation and visualization in R.
  • Use install.packages("tidyverse") to install it.
  • Functions from Tidyverse packages can be chained together using the pipe operator %>%.
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