The Aduana Stars striker beat competition from Asante Kotoko's Justice Blay, Victorien Adje Adebayor of Inter Allies, Zacharia Fuseini from Berekum Chelsea and Medeama's Prince Opoku Agyemang.
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The former Asante Kotoko forward has found the net eight times in the same number of games in the Ghana Premier League this season.
The 31 year old has also earned two man of the match awards.
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In the six game weeks under review, he had found the net six times, the highest in the competition at that time.
Yahaya will take home a television set and a custom made trophy from the award sponsors NASCO.