Why can people make it on time (give or take 10 mins or so) to a restaurant lunch, but not to lunch at someone's place?
Because mingling outside of a restaurant is socially accepted so arriving early is no big deal. It is considered a bit weird outside a person's house and most have expressed they don't want you inside whilst they are still in prep mode so it is a bit harder to co-ordinate timing.