This isn't even my tank.. but...
My mother had fish, they died off, so she shut off the filter. It was about... 2 weeks? The last fish she had had for over a year, so the tank must have been OK. She wanted me to clean it and restart it. It's a 55 gallon tank, an aquaclear 110 filter (I think...