LCD Soundsystem - "Dance Yrself Clean"
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This song completely destroys it around the three minute mark - perfect for warming up before kicking ass!
Icona Pop - "I Love It" (feat. Charli XCX)
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Because yes!
Kanye West - "Stronger"
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I'm pretty sure Yeezus made this song for his own workout playlist and it was so perfect he had to share it with the world.