DT Package
DT, short for datatable, is a useful package when one
wants to include widgets within their html data table. To get started
you will need to make sure that you have DT added to your
package library. If you do not, go to Tools, Install Packages and
type/select DT, or install.packages(DT). Once
installed you can add it to your library code chunk, as below.
Useful table
DT produces an interactive data table with HTML widget
to adjust the number of entries the user can view and a a search box.
For example, using the data set USArrests, you can adjust
how many states you see by10, 25, or 50. If you want to find a specific
state quickly, use the search bar. Try searching “New York” in the
table.
When you want to view the full data set again, clear the search bar.
Ordering data in your table
Another helpful tool you can use with DT is the
ordering. The default setting for the USArrests dataset is
to order alphabetically by US state.
Using the arrow widgets for each column in this package it is easy to
order a selected column in ascending or descending order. If you want to
order your table using two or more variables, use order
function, as below.
De-identify row names
If you are using data in which you do not want to identify the row
names (in this instance, state names), you can hide the names using the
argument rownames=FALSE or you can assign each row name a
letter using rownames=LETTERS , as I have done below.
Add a caption
Lastly, we can add a caption to the table to describe what the table
displays using the caption argument. Placing a caption
directly in the table provides helpful information for the user.
datatable(USArrests, caption="Violent crime rates by US state per 100,000 residents and percent of population living in urban areas.")Acknowledgements
For further assistance and more tricks with DT, please
explore DT: An R interface to
the DataTables library
This site for prettydoc was also extremely useful prettydoc: Creating pretty documents from R markdown