Weird. In all the years I've been flying commercial, I don't recall a single go-around, ever.
Had one going into Vancouver CA last year. I could see it coming on FF as they vectored jets around and thought "that doesn't look like IFR spacing" sure enough, go out for another lap.
Ive only had one high speed abort though. OHare back in the 90's and I'm looking out as we start the roll and see another tube on the intersecting runway and thought "that's not going to work" and yep, we ended up aborting and stopping prior to the intersection and back into the conga line. At least the brakes had a chance to cool I suppose.