You don’t necessary need to author an R Markdown document to create a dynamic report. In fact, you can take any R script and compile it into a report that includes commentary, source code, and script output. Reports can be compiled to any output format including HTML, PDF, MS Word, and Markdown.
To compile a report from an R script you simply pass the script to render. For example:
rmarkdown::render("analysis.R") rmarkdown::render("analysis.R", "pdf_document")
The first call to render creates an HTML document, whereas the second creates a PDF document.
If you are using RStudio then you can also create a report using the Compile Report command (Ctrl+Shift+K).
By default the name of the script, username, and current date and time are included in the header of the report You can override this default behavior by including metadata in a specially formatted R comment:
#' --- #' title: "Crop Analysis Q3 2013" #' author: "John Smith" #' date: "May 3rd, 2014" #' ---
You can also specify the output format within the metadata, for example:
#' --- #' title: "Crop Analysis Q3 2013" #' output: pdf_document #' ---
Note that the R comment used above to add a title, author, and date includes a single-quote as a special prefix character. This is a roxygen2 style comment, and it’s actually possible to include many such comments in an R script, all of which will be converted to markdown content within the compiled report For example:
#' A script comment that includes **markdown** formatting.
Rather than displaying as an R comment in the compiled report any roxygen2 style comment will be treated as markdown and rendered accordingly.
Including markdown within R comments is possible because
rmarkdown::render calls the
knitr::spin function to convert the R script to an Rmd file. The spin function also enables you to add knitr chunk options with another special comment prefix (
#+). For example:
#+ fig.width=5, fig.height=5 plot(cars)
For more information on using spin see:
Spin documentation: http://yihui.name/knitr/demo/stitch/
Note that when using
rmarkdown::render the spin function is called automatically under the hood as part of rendering.