Wikipedia defines boxplot as a method for graphically depicting groups of numerical data through their quartiles.
The tutorial Understanding Boxplots by Michael Galarnyk provides a comprehensive yet detailed information on boxplots and how to interpret them.
Boxplots are used in Nosto's reporting view to analyze the performance of variations in a test. You can learn more about how to interpret results in an article here.