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Inspired by Irish rock band U2 and other musical groups to make more inspirational, anthemic hip hop music, West incorporated synthesizer sounds into his production and dabbled with electronic music, while sampling a wider spectrum of musical genres. Lyrically, Graduation is more introspective in comparison to its predecessors, as West dedicated much of the album towards analyzing himself and conveying his ambivalent outlook on his newfound fame. It continues the education theme of West's previous two studio albums, The College Dropout (2004) and Late Registration (2005).