The Gunners have two games remaining this season, while Manchester City still have three matches.
If City win all their games, they will be champions, which means Arsenal need to be perfect and hope for a City slip up.
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Per The Mail, the club are eager to celebrate what would be a first league title since 2004.
Manager Mikel Arteta, who is in the first job of his managerial career, is close to history.
The Gunners take on Manchester United at the weekend and then Everton on the last day of the season.