The answer to this would depend on a few things.
First of all, what characteristic or characteristics are you trying to measure? If you are looking for the person who is of average height, the answer will be different than if you are looking for the average skin color.
Second, what is your population? The average height for people in Denmark, for example, will be different from the average height of people in the Philippines.
In order to find what the average person is, you must know the answers to these questions.
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