5) Luis Suarez – 26 Times
The Uruguayan only spent three and a half seasons in England but he still managed to find the frame of the goal on a number of occasions.
Suarez was a consummate finisher by the time he left Liverpool but he was rather wasteful when he first arrived on Merseyside, and he seemingly hit the woodwork more often than the average player.