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rggplot2boxplot

Add number of observations per group in boxplot


Following this question: How to add a number of observations per group and use group mean in ggplot2 boxplot?, I want to add number of observations per group in ggplot boxplot, too. But I have added a colour into aes mapping.

The existing answer shows how to adjust text position in y axis. How could I adjust the text position in the x axis?

This is a minimum example to reproduce my problem:

library(ggplot2)

give.n <- function(x){
  return(c(y = median(x)*1.05, label = length(x))) 
  # experiment with the multiplier to find the perfect position
}


p <- ggplot(mtcars, aes(factor(vs), mpg, colour = factor(am))) + 
    geom_boxplot() +
    stat_summary(fun.data = give.n, geom = "text", fun.y = median)
p

enter image description here


Solution

  • You can just use position:

    p <- ggplot(mtcars, aes(factor(vs), mpg, colour = factor(am))) +  
         geom_boxplot() +
         stat_summary(fun.data = give.n, geom = "text", fun.y = median,
                      position = position_dodge(width = 0.75))
    p
    

    enter image description here

    The width argument of position_dodge() controls the positioning on the horizontal axis. 0.75 is the sweet spot, see how it works for different numbers of groupings:

    p2 <- ggplot(mtcars, aes(factor(vs), mpg, colour = factor(cyl))) + 
          geom_boxplot() +
          stat_summary(fun.data = give.n, geom = "text", fun.y = median, 
                       position = position_dodge(width = 0.75))
    p2
    

    enter image description here