Perthians is the one i'm about. I could do Perthlings, but i've never heard it much.
Also, what the heck! Matt Parkers from Perth! I just assumed he was from Britain since thats where he used to make a lot of his videos. Mind blown, almost as much as a windmill in a mild breeze.