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Under the YAML header is definitely the Room where you will generate your code, accompanying clarification and any outputs. Code that is definitely included in your .Rmd document should be enclosed by 3 backwards apostrophes ``` (grave accents!). These are generally often known as code chunks and appear to be this:

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To see what RMarkdown is able to, take a look at this undergraduate dissertation, which supplies a concise log of their useful content statistical analysis, or the completed demo RMarkdown file for this tutorial.

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