It could be Poisson, I suppose, but with numbers this large, a Normal Approximation might be sufficient. On the other hand, we have only finite numbers of things, so Poisson is not suggested. Still, it might be close enough for some purposes. Think about the definitions of the distributions. Binomial is nicely finite.