Install and Load the required packages

Let’s install and load ggplot2 and see packages.

Half Violin plots are basically used to visualize the distribution and the overall summary of the data at the same time. They are also known as Raincloud plots. A combination of half violin plots with jittered points on top, boxplots and can be further enhanced by adding central measures of tendency, quartile ranges, etc. Using this plot we can acquire insights about the density, key summary statistics, and overall range of the data.

In this article let’s check out how to plot a Half Violin Plot using ggplot2 Package in the R programming language.