Suburbs must contain families living in an urban environment and be administered by a local government. Localities that do not meet these criteria are excluded (ones within the boundary are in grey).
I can barely name anywhere on this list. Know why? It's because I live in Perth and these places are real. However, if they were trivial, I'd nail every one.