Love Across the Eras by Emily De Padua

Love Across the Eras is a data-driven exploration of how Taylor Swift expresses love throughout her ten musical eras. By analyzing key metrics such as Spotify’s Valence score—which measures a song’s emotional positivity—and lyrical data from all 205 songs in her discography, this visualization dares to quantify how a decade-spanning artist captures the essence of love in her own words.