Self-power squares

How many integers $n$, between $1$ and $100$ inclusive, have the property that $n^n$ is a square number?
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Problem



How many integers $n$, between $1$ and $100$ inclusive, have the property that $n^n$ is a square number?

If you liked this problem, here is an NRICH task which challenges you to use similar mathematical ideas.