R Notebook Markdown

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Start a Shiny server for the given document, and render it for display. The input file to be rendered. This can be an R script (.R), an R Markdown document (.Rmd), or a plain markdown document. Outputformat: The R Markdown output format to convert to. The option 'all' will render all formats defined within the file.

3.5 R Markdown Notebooks

As mentioned in Section 2.2 of the R Markdown Definitive Guide(Xie, Allaire, and Grolemund 2018), there are several ways to compile an Rmd document. One of them is to use R Markdown Notebooks, with the output format html_notebook, e.g.,

When you use this output format in RStudio, the Knit button on the toolbar will become the Preview button.

R Markdown Notebook Themes

The main advantage of using notebooks is that you can work on an Rmd document iteratively in the same R session. You can run one code chunk at a time by clicking the green arrow button on each chunk, and you will see the text or plot output in the editor. When you click the Preview button on the toolbar, it only renders the Rmd document to an HTML output document containing the output of all code chunks that you have already executed. The Preview button does not execute any code chunks. By comparison, when you use other output formats and hit the Knit button, RStudio launches a new R session to compile the whole document (hence all code chunks are executed at once), which usually takes more time.

R Markdown Notebook Cheat Sheet


R Markdown Vs Notebook

R Notebook Markdown

Best Markdown Notebook

If you do not like RStudio’s default behavior of showing the output of code chunks inline when you run them individually, you can uncheck the option “Show output inline for all R Markdown documents” from the menu Tools -> Global Options -> R Markdown. After that, when you run a code chunk, the output will be shown in the R console instead of inside the source editor. You can also set this option for an individual Rmd document in its YAML metadata: