Summary

Create basic box plots

boxplot(len ~ dose, data = ToothGrowth, frame = FALSE)

Box plots with the number of observations

gplots::boxplot2(len ~ dose, data = ToothGrowth,
                 frame = FALSE, top = TRUE)