Basic boxplots are often not the best way to visualize your data! They can hide important information, such as the distribution of individual data points or group-specific differences.
The attached visual showcases several ways to enhance boxplots.
All of these examples were created using ggplot2 and extensions in R.
Click this link for detailed information: https://statisticsglobe.com/online-course-data-visualization-ggplot2-r