Steven Sanderson tips the box plot over:
A boxplot, also known as a whisker plot, displays the distribution of data based on a five-number summary: minimum, first quartile, median, third quartile, and maximum. It highlights the data’s central tendency and variability, making it easier to identify outliers.
Read on for examples in base R and ggplot2.