How to format all numbers in a table in r using kable?

LegendOfKass picture LegendOfKass · Mar 10, 2019 · Viewed 8.7k times · Source

Code output

I need to be able to reduce or simplify the numbers in this table. I want only up to 4 decimal places shown and if possible only integers if the number is a whole number. How would I accomplish this?

library(kableExtra)
x = c(1, 1, 1, 1, 1, 1, 1, 1, 1)
y = x/2
z = x/3
a = data.frame(x, y, z)
b = t(a)
c = kable(b, "html", align = "c") %>%
  kable_styling(full_width = F)

Answer

Len Greski picture Len Greski · Mar 11, 2019

Use the format() function to convert the data to the minimum number of decimals needed to render the data. Using the code from the original post:

library(knitr)
library(kableExtra)
x = c(1, 1, 1, 1, 1, 1, 1, 1, 1)
y = x/2
z = x/3

a = data.frame(x = format(x,digits=4,nsmall = 0), 
               y = format(y,digits=4,nsmall = 0), 
               z = format(z,digits = 4,nsmall = 0))
b = t(a)
c = kable(b, "html", align = "c") %>%
  kable_styling(full_width = F)

...and the output:

enter image description here

Incorporating Martin Schmelzer's comments, a tidyverse version of the same solution looks like this.

# tidyverse alternative
library(knitr)
library(kableExtra)
library(dplyr)
x = c(1, 1, 1, 1, 1, 1, 1, 1, 1)
y = x/2
z = x/3
data.frame(x,y,z) %>% 
   mutate_if(is.numeric, format, digits=4,nsmall = 0) %>% t(.) %>% kable(.,"html",align = "c") %>% 
   kable_styling(full_width = F) -> c