Understanding Box Plots
Since many journal statistics relate information about people driven processes, such as time to initial decision or total time in peer review, the values can vary widely from one manuscript to the next. You could choose to report the average or the median value but that does not tell the whole story. Box plots are an excellent way to graphically represent not only the median value but also the spread of the data.