which measure best describes the data set
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The mean may be a good measure but not if the data distribution is very skewed.
It is a measure of the spread or dispersion of the data.
mean
The IQR gives the range of the middle half of the data and, in that respect, it is a measure of the variability of the data.
that would be Positive Correlation