Take Me Out To The Ball Game - Wikipedia says this is written by Jack Norworth and Albert Von Tilzer. "...which has become the unofficial anthem of North American baseball, although neither of its authors had attended a game prior to writing the song." That's the first song I thought of when I saw the word "game".