Leicester City top the table with ten penalties awarded followed by Manchester United and Brighton who have been awarded six each.
Liverpool, Chelsea and Fulham have received five penalties each from match officials.
Villa and Newcastle have been awarded four whilst Sheffield United, Manchester City, Arsenal and Spurs have been given three each this term.
Palace, Everton, Leeds, Wolves and Southampton have two leaving the Hammers West Brom and Burnley empty handed of spot kicks
The Hammers have had four penalties awarded against them so far.
Last season West Ham were awarded four penalties with six against them.
With Mark Noble on the bench, Seb Haller gone and Michail Antonio recovering from injury it begs the question who is the Hammers priority penalty taker if we did ever get awarded one this season.