For example, it took almost two years after Watergate for the impeachment process to even start and over two years before it started to reach its conclusion. And then of course Nixon resigned before it went to trial.

If the whole process had been completed it would probably have been at least 3 years from crime to conviction. Though any sitting President would be foolish to let it go that far: much easier to resign and have your Vice President blanket pardon you.