http://www.mathworks.com/access/helpdesk/help/toolbox/stats/f4801.html
Box plots show a quick summary of data and are helpful with two sets of data. The red line in the middle of the blue box is the Median. The red lines towards the bottom show data that are scattered and do not fit in with the majority of the values. The top of the blue box is a line representing the median and average while the bottom of the box is the 25th percentile.
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