R is the code language used in RStudio that allows you to create text, images, and code.
RStudio is a free statistics program that allows you to use the code language R while creating charts or presentations.
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Note: For help with RMarkdown syntax, go Help > Cheatsheets > R Markdown Reference Guide.
R packages are the tools not in base R that can be downloaded if needed/wanted.