Interquartile Range is an Unreliable Measure of the Arm’s Length Range
Quartiles are the most elementary form of univariate (single variable) data summary, because no statistical technique beyond sorting and slicing (tagging) of the data is employed. Distributions of profit indicators have long tails, suggesting that the Median is a good measure for only 50% of the dataset.