Taylor Swift's lyrics reveal recurring concerns with public perception beneath her changing musical eras, University of Liverpool researcher Dr Naomi Adam wrote in The Conversation, discussing a database spanning her 2006 debut and later releases.
Swift's career has involved successive reinventions, but Adam's analysis focuses on what persists in the writing. Her collection, the Taylor Lyric Corpus, or TaLyCo, contains 123,553 words and draws together 247 songs across 12 studio albums, alongside material beyond those releases.