The Gunners are without a league win at White Hart Lane since 2007 but have already beaten Spurs twice at home this season.
"I've always liked derbies," Podolski told Arsenal Player. "When I played in Munich, or Cologne or even here in Arsenal I always liked derbies because there's a special atmosphere and it's a special fight.
"We want to go there, get the three points and drive back home. This is important for us. We must fight for the club, for the fans and I think this is an important game so I look forward to Sunday now."
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