I live in (a nice area of) Australia and it's rare enough here that you would definitely catch some glares and giggles if you were out in public. So yes, perspective matters.

I don't mind so much when the scene is set in a city like Vancouver. But when the show is set in a remote European village or outback Aussie town, yet they still force the usual Hollywood levels of diversity, it becomes an absurd juxtaposition that is impossible to look past.