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WHY R Markdown
R Markdown is a powerful Open Source tool which can be used for public research but also for powerful commercial applications. All code is publicly available here.
R Markdown allows the user to leverage many different programming languages within the same document, and even have them communicate with each other in some cases.
The same code can be used to create many different types of documents. All documents on this website use the same underlying R and Python code.