I don’t watch many sports now but watched these movies a ton as a kid:
the rookie - baseball
the air up there - basketball
caddyshack - golf
kingpin - bowling (the big Lebowski is my favorite movie of all time, but I don’t really consider it a “bowling” movie)
the wizard - competitive gaming
cool runnings - bobsledding
the big green - soccer
probably because their cost is sunk in the real estate already and no one wants to buy it.