R Tools for Data Analysis 💡📊

Here are some essential R tools widely used in data analysis:

1. RStudio
   A popular integrated development environment (IDE) for R.

   [Explore RStudio features](/en/data_analysis/r_tutorial)

2. ggplot2
   A powerful data visualization package.

   [Learn more about ggplot2](/en/data_analysis/r_plotting)

3. dplyr
   Simplifies data manipulation tasks.

   [Check dplyr documentation](/en/data_analysis/r_data_wrangling)

4. Shiny
   Enables interactive web apps with R.

   [Discover Shiny tutorials](/en/data_analysis/r_web_apps)

5. Tidyverse
   A collection of R packages for data science.

   [Explore the Tidyverse ecosystem](/en/data_analysis/r_packages)

For deeper learning, check out our R Programming Guide! 📘