Describing distributions

A data distribution can be described with plots like dot plots, histograms, and box plots, and summarized with a measure of center (mean or median) and spread (interquartile range or standard deviation); a skewed shape or an outlier can make the mean a misleading summary compared to the median: for the data set 2, 3, 3, 4, 20, the median is 3, but the mean, (2+3+3+4+20)/5 = 6.4, is pulled up by the outlier 20, making the median the more typical summary.

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