When we are talking about table generators in R, knitr's
kable() function is usually a popular choice because of its ultimate simplicity. Unlike those powerful table rendering engines such as
xtable, the philosophy behind
knitr::kable() is to make it easy for programmers to use. Just as it claimed in its function description,
This is a very simple table generator. It is simple by design. It is not intended to replace any other R packages for making tables. - Yihui
However, the ultimate simplicity of
kable() also brought troubles to some of us, especially for new R users, who may not have a lot of experience on generating tables in R. It is not rare to see people including experienced users asking questions like how to center/left-align a table on Stack Overflow. Also, for me personally, I found myself repeatedly parsing CSS into
kable() for some very simple features like striped lines. For LaTeX, it's even worse since I'm almost Stack Overflow dependent for LaTeX... That's why this package
kableExtra was created.
I hope with
kableExtra, you can
- Use default base
kable()(Or a good alternative for markdown tables is
pander::pander()) for all simple tables
kableExtrato generate 90 % of complex/advanced/self-customized/beautiful tables in either HTML or LaTeX
- Only have to mess with raw HTML/LaTeX in the last 10% cases where
kableExtracannot solve the problem
This package can load required LaTeX package automatically in vanilla rmarkdown. For customized rmarkdown templates, it is recommended to load related LaTeX packages manually.
kableExtra is NOT a table generating package. It is a package that can "add features" to a
kable() output using a syntax that every useR loves - the pipes
%>%. We see similar approaches to deal with plots in packages like
plotly. There is no reason why we cannot use it with tables.
Unified functions for both HTML and PDF
Most functionalities in
kableExtra can work in both HTML and PDF. In fact, as long as you specifies format in
kable() (which can be set globally through option
knitr.table.format), functions in this package will pick the right way to manipulate the table be themselves. As a result, if users want to left align the table,
kable(...) %>% kable_styling(position = "left") will work in both HTML and PDF.
install.packages("kableExtra") # For dev version devtools::install_github("haozhu233/kableExtra")
library(knitr) library(kableExtra) dt <- mtcars[1:5, 1:4] # HTML table kable(dt, format = "html", caption = "Demo Table") %>% kable_styling(bootstrap_options = "striped", full_width = F) %>% add_header_above(c(" ", "Group 1" = 2, "Group 2[note]" = 2)) %>% add_footnote(c("table footnote")) # LaTeX Table kable(dt, format = "latex", booktabs = T, caption = "Demo Table") %>% kable_styling(latex_options = c("striped", "hold_position"), full_width = F) %>% add_header_above(c(" ", "Group 1" = 2, "Group 2[note]" = 2)) %>% add_footnote(c("table footnote"))
For more information, please check the package vignette.
Create Awesome HTML Table with
knitr::kable()and kableExtra (中文)
- Create Awesome LaTeX Table with
I would like to thank colleagues at Hebrew SeniorLife Institute for Aging Research and the Boston Pepper Center for their input. I also would like to appreciate the mentorship from Tom Travison (@tgt75) and all the efforts from the open source community, which help this package keep getting better.