I have learned the “Box-and-Whisker Plots” in Khan Academy, and found it very useful, following is the reference video by Youtube:
Following is the text reference I think very good:
Box-and-Whisker Plots: Quartiles, Boxes, and Whiskers
Posted by 52nlp