I suppose scalping hadn't been as severe globally 
    or in US until recent NVIDIA GPU launches?

For years, it was absolutely massive for iPhone launches.

It was amusing, if not a little frustrating. News coverage would always show it as evidence of fanatical Apple fans. But (especially after the first year or two) it was pretty clearly mostly flippers/scalpers.