Shane Long scored on his return from injury to give Albion three well deserved points over Bolton Wanderers.
Jerome Thomas had given Albion the lead in the 16th minute but went from hero to villain five minutes later when he gave away another clumsy penalty.
But Long's header in the 56th minute gave the Baggies a well deserved win when he nodded in Nicky Shorey's cross.
Jonas Olsson won the Arsenal accolade with 20.7% of the votes.
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