Despite there being no housing developments, on Census night 2006, Mitchell had a population of 4 people.
It is commonly believed by Canberra residents that the suburb of Mitchell contains Exhibition Park in Canberra (EPIC) and also Thoroughbred Park (Canberra Racecourse). In fact, these facilities are located in the neighbouring suburb of Lyneham.
Mitchell is one of the two areas in Canberra where brothels may legally operate, along with Fyshwick. Mitchell also has other adult entertainment industry shops and one strip club.