You are a manager working for an insurance company. Your job entails processing individual claims filed by policyholders. In general, few claims are expensive.
Each quarter, you compile a report summarizing key claim statistics, such as the number of claims submitted, the average cost per claim, and the total cost of
submitted claims. In the last quarter’s report, you notice a large difference between the mean and the median claim cost, the mean cost being much higher than
the median cost. What do you attribute this difference to? Do you think the claims data is normally distributed? If so, why? If not, what distribution might
best describe the data and why? Given the large difference between the two measures of central tendency, which of the two would you rely on in describing the
average claim cost and why?

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