Basic retarded probability question

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Hello /sci/. So I've seen that in some states in the US there have been situations in which they find say 100k votes and all go to Biden. My question is, how do you calculate the probability of this happening, if you think of taking the 100k votes as sampling from the state? Is it ok to use something akin to the hypergeometric distribution? I see there could be a problem computing the combinatorial coefficients, but I'm not really sure how else to state the problem AND solve it.