Violin plots are very similar to box plots. It is hard to glorify one over the other. I observe that box plots look a little more cluttered when they are plotted along with outliers.
In the following violin plot, we can observe the mean, which is displayed using white dots, and the dispersion of various variables:
We need to install and load the
vioplot packages using the following lines of code:
install.packages(c("ISLR","vioplot")) library(ISLR) library(vioplot)
We require the
ISLR package to download the baseball dataset in R. The
vioplot package is utilized to generate the violin plot.