Thanks Russ.

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The math is so clearly self evident, that if you cannot see the improbability here, I cannot help you.
In other words you don't have a clue where to start with demonstrating this math.

Let's calculate the probability of some random occurrences:

I have two dice, and I throw them several times.

What is the probability that I throw a 7?

Take your time.

Enjoy.