R Markdown provides an unified authoring framework for data science, combining your code, its results, and your prose commentary. R Markdown documents are fully reproducible and support dozens of output formats, like PDFs, Word files, slideshows, and more. R Markdown files. R Markdown¶ Output Metadata¶ We normally think of R Markdown documents as producing a single output artifact, such as an HTML or PDF file. The rmarkdown package allows report authors to emit additional output metadata from their report. RStudio Connect takes advantage of this metadata, allowing output files, custom email subjects,. The first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of. R markdownis a particular kind of markdown document. Authors should be cautious about following formatting advice for other types of markdown when working on R markdown. The distinguishing feature of R markdownis that it cooperates with R. Like LATEX with Sweave, code chunks can be included. When the document is compiled, the code is executed.

If you are new to using R Markdown, we encourage you to start with a systematic overview, rather than diving right in to reading documentation pages. The best place to start is the “Communication” section in the book “R for Data Science” (R4DS for short), an O’Reilly book written by Hadley Wickham and Garrett Grolemund.

Here are the chapters that cover R Markdown, as summarized by Hadley and Garrett:

R Markdown Tutorial

• In R Markdown, you will learn about R Markdown, a tool for integrating prose, code, and results. You can use R Markdown in notebook mode for analyst-to-analyst communication, and in report mode for analyst-to-decision-maker communication. Thanks to the power of R Markdown formats, you can even use the same document for both purposes.

• In R Markdown formats, you’ll learn a little about the many other varieties of outputs you can produce using R Markdown, including dashboards, websites, and books.

• We’ll finish up with R Markdown workflow, where you’ll learn about the “analysis notebook” and how to systematically record your successes and failures so that you can learn from them.

R Markdown Tutorial