Display Negative Labels Below Bars in Barplot Using ggplot2 in R

Be default, the labels on the plot are represented without sign in a barplot that is created by using ggplot2 but we might want to display the sign of the labels especially in cases where we have some negative values. This can be done with the help of geom_text function of ggplot2 package as shown in the below example.

Consider the below data frame −

Example

 Live Demo

x<-c("A","B","C","D")
y<-c(21,-5,-20,10)
df<-data.frame(x,y)
df

Output

   x   y
1  A   21
2  B  -5
3  C  -20
4  D   10

Loading ggplot2 package and creating bar chart for data in df −

Example

library(ggplot2)
ggplot(df,aes(x,y))+geom_bar(stat="identity")

Output

Creating bar chart for data in df with negative labels displayed with negative sign −

Example

ggplot(df,aes(x,y))+geom_bar(stat="identity")+geom_text(aes(y=y+sign(y),label=y))

Output