Order the data. The median splits the ordered list; the lower and upper quartiles \(Q_1,Q_3\) are the medians of the lower and upper halves. In this method exclude the overall median from both halves when the count is odd.
Range \(=\text{maximum}\hspace{0.5em}-\text{minimum}\); interquartile range \(\mathrm{IQR}=Q_3-Q_1\). The range uses the extremes, while the IQR describes the spread of the middle half and is less affected by a single extreme.
Example
For \(2,4,4,6,8,10,10,12\), the median is 7, \(Q_1=4\), \(Q_3=10\). Thus range \(=12-2=10\) and IQR \(=10-4=6\).
Quartiles divide ordered positions into four parts. Ties can mean more than \(25\%\) of observations are at or below \(Q_1\); do not assume each visible interval contains exactly a quarter of the observations in every small data set.
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