This example explains how to build a boxplot with base R, sorting groups in a specific order.
Boxplot categories are provided in a
column of the input data frame. This column needs to be a
factor, and has several
are displayed on the chart following the order of this factor, often
in alphabetical order.
Sometimes, we need to show groups in a specific order (A,D,C,B
here). This can be done by reordering the levels, using the
Note: A complete post about reordering factors is available here.
#Creating data names <- c(rep("A", 20) , rep("B", 20) , rep("C", 20), rep("D", 20)) value <- c( sample(2:5, 20 , replace=T) , sample(6:10, 20 , replace=T), sample(1:7, 20 , replace=T), sample(3:10, 20 , replace=T) ) data <- data.frame(names,value) # Classic boxplot (A-B-C-D order) # boxplot(data$value ~ data$names) # I reorder the groups order : I change the order of the factor data$names data$names <- factor(data$names , levels=c("A", "D", "C", "B")) #The plot is now ordered ! boxplot(data$value ~ data$names , col=rgb(0.3,0.5,0.4,0.6) , ylab="value" , xlab="names in desired order")