Off pill-late period?

So I was just on the pill and decided to go off of it for a while due to concerns to the side effects of the pill I was taking. It's almost been a week since I was supposed to get my period, is it normal for periods to be late after going off of the pill? (I'm not sexually active) how long should someone keep waiting for a period before deciding it's skipped a month and counting on?