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All of the natural numbers.
2 is the only member of both the set of all prime numbers and the set of all even numbers.
0 and negative integers are all whole numbers but they are not natural numbers.
Then that is the median. A median does not have to be a whole number. It can be a decimal number, even when the set of the numbers you are getting the median for are all whole numbers.
All whole numbers are integers.