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Infinite

The following exponentially declining distribution is an example of a distribution with an infinite number of possible outcomes—all the positive integers:

Despite the infinite number of possible outcomes, the total probability mass is 1/2 + 1/4 + 1/8 + ⋯ = 1, satisfying the unit total probability requirement for a probability distribution.