We have known that most sequences in $\mathcal{M}=\{1,2,\dots, M\}$ with length $n$ will miss $Me^{-λ}$ of the total numbers of $\{1,2,\dots,M\}$ as the ratio $n/M$ tends to $λ$. Now we consider a more general case where the numbers in $\{1,2,\dots,M\}$ are achieved exactly k times by a 'random' sequence $f(1), f(2),\dots,f(n)$. We show that if $n/M\rightarrow λ$, then the limit has a Poisson distribution, that is, the proportion of sequences for which some number in $\mathcal{M}$ is achieved exactly $k$ times has the limit $\frac{λ^k}{k!}e^{-λ}$. We conjecture that this is the behavior of the factorial mapping modulo a prime and present a few supporting arguments.