Create Barplot from Data Frame in R Using Rows as Categories

If we have small number of rows then we might want to create bar plot for rows instead of using columns as categories. This can be done by using barplot function but we need to convert the data frame to matrix and take the transpose of it. For example, if we have a data frame data_frame with 4 rows and 4 columns, then the barplot with rows as categories can be created as barplot(t(as.matrix(data_frame)),beside=TRUE)

Consider the below data frame −

Example

 Live Demo

x1<-c(14,15,21,17,16)
x2<-c(24,21,15,18,25)
x3<-c(21,17,16,19,20)
x4<-c(19,27,24,18,20)
df<-data.frame(x1,x2,x3,x4)
df

Output

  x1 x2 x3 x4
1 14 24 21 19
2 15 21 17 27
3 21 15 16 24
4 17 18 19 18
5 16 25 20 20

Creating the barplot by treating rows as categories −

Example

barplot(t(as.matrix(df)),beside=TRUE)

Output

Let’s have a look at another example −

Example

 Live Demo

y1<-sample(51:99,4)
y2<-sample(51:99,4)
y3<-sample(51:99,4)
df_y<-data.frame(y1,y2,y3)
df_y

Output

  y1 y2 y3
1 80 67 72
2 66 56 60
3 70 69 80
4 73 87 61

Creating the barplot by treating rows as categories −

Example

barplot(t(as.matrix(df_y)),beside=TRUE)

Output