Both sets are considered countably infinite. Therefore, they are the same size.
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But one has more than the other.
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Lets say there are 17 times more non-prime numbers compared to prime numbers(just an example, the figure of 17 is not true). Then we take infinity times 17 or the other infinity divided by 17. Both answers will still be infinity.