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This site is pretty helpful for me with this sort of thing. The style is more technical though.

https://www.acsu.buffalo.edu/~adamcunn/probability/probabili...



But this just gives the definition of the distribution. No intuition about where it might have come from, it just appears magically out of thin air and shows some properties it has in the limit.




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