I suspect dense cities like NYC counter the larger surburban houses, compared to Sydney and Melbourne which aren’t all that dense by international standards.

Also, TV shows are frequently vehicles for product placement these days (even more so than the past), so the houses and cars aren’t going to be reflective of reality. Or just because having a show set in a small apartment isn’t as easy to do well.