The following material contains some more advanced things that you can do with Quarto but are not really part of the core of the Quarto material. It’s a mix of various functionalities, and you don’t have to go through it if you don’t want to.

If you’re interested in learning more about Quarto in general, here are some reading tips:

• The Quarto documentation Links to an external site.
• A gallery of Quarto examples Links to an external site.
• An awesome list of Quarto content Links to an external site.

Tabsets

Sometimes you’ll want to present the same content in different ways, e.g. the equivalent code in different languages. Look at the following toy example:

::: {.panel-tabset}
## R
```{.r}
words <- c("Foo", "bar")
print(paste(words), collapse = ' ')
```

## Python
```{.python}
words = ["Foo", "bar"]
print(' '.join(words))
```
:::

Try adding that to a document and see that you’ll get a set of tabs that change the content of the code chunk to the respective language. This is not only useful for showing different languages, but can be used for other situations as well. For example, you might want to run different analyses and show them in different tabs, or even show different interactive elements in separate tabs.

Callouts

If you’re writing some sort of documentation, tutorial or just want to draw special attention to something, callouts are here for you. They render as a coloured block with a header and content. There are five types of callouts: note, tip, warning, caution, and important. As with lots of Quarto things they are specified using a division, like so:

::: {.callout-note}
This is a note callout.
:::

The different callouts come with appropriate colours by default, which you can change in the theme. You can also have collapsible callouts by adding the collapse=true option, where true will have the callout collapsed by default. You can also specify titles in the same way using the title=<TITLE> option or by adding the title directly to the callout content, like so:

::: {.callout-note}
## This is the callout title

This is a note callout.
:::

You can change the overall appearance of callouts by using the appearance option or the callout-appearance global option. Valid values are default, simple and minimal, with decreasing usage of colours and weights. You can also suppress the callout icons using icon=false or callout-icon: false in a similar manner.

Mixing R and Python

Earlier in the tutorial we showed how to change the language using the engine global option, but there is actually a way to use both R and Python in the same Quarto document. This is done via the Knitr engine and the reticulate R package, which allows communication between any variables and data you store in either R or Python code chunks. While this may not be that common of a use-case, it’s still great that it’s there for those that want access to it. We won’t go through the details of how this works here, but you’re welcome to go and check out the official reticulate website Links to an external site. for yourself.

If you just want to mix R and Python in a single Quarto document without the interoperability between the languages it’s a lot simpler, though. You can either just install the reticulate package (r-reticulate in Conda/Mamba) or add the python.reticulate=FALSE chunk option to the Python chunks.

Citations

You can actually write whole articles in Quarto! For that purpose, it’s also great that you can cite things from a bibliography as well. Specifying the bibliography file(s) is done using the bibliography global option; specifying the citation style can be done using a csl (Citation Style Language) file and the csl global option. Citation itself is similar to cross-referencing (@cross-ref), but is surrounded by square brackets: [@citation]. You can read more details about citations at the Quarto website Links to an external site..