Arrivals on Airport Pages

I notice after all the flights for the day have arrived it keeps flights listed on the enroute side of the page which always say delayed. Is there any reason for this. These are flights that aren’t really delayed they just never departed. Why are they here? Shouldn’t these just be cleared off?