Researcher Analyzed Taylor Swift Lyric Patterns
A new academic database tracks linguistic trends across two decades of the artist's songwriting.
Updated on Sept. 30, 2026 in Country
Live Poll
Do you prefer when your favorite artists evolve or when they maintain a consistent style?
A University of Liverpool researcher has compiled the Taylor Lyric Corpus, a database containing 123,553 words from 247 of the artist's songs. The study identified recurring thematic elements such as time, clothing, and perception that have remained consistent across her 12 studio albums.
Why it matters
This analysis aimed to determine if the songwriting of the artist demonstrates continuity despite her significant career evolution since her 2006 debut. The study provides a quantifiable look at the linguistic development of her work over a twenty-year period.
The Taylor Lyric Corpus contains 123,553 words across 247 songs and 12 studio albums. The researcher found that grey is the most over-represented color in the artist's total catalogue.
The players
University of Liverpool
This is a public research university located in the United Kingdom where the academic analysis of the lyrics was conducted.
The details
The project involved digitizing every publicly available track to examine linguistic patterns, finding that themes of counterfactuality, embodiment, and opposition are central to the music. These findings are set to be explored further in the upcoming book titled The Lyrics of Taylor Swift.
Timeline
Swift released her debut album in 2006.
The song Shake It Off was released in 2014.
The song Who's Afraid of Little Old Me was released in 2024.
The research findings were published in September 2026.
Industry Dynamics
The study positions the Taylor Lyric Corpus as a standard for digital humanities research, mirroring how academic interest in pop culture has expanded to include big data analysis of lyrical content. This shift suggests that the long-term thematic consistency of major artists is increasingly subject to rigorous quantitative review.
Fans can look forward to the forthcoming release of The Lyrics of Taylor Swift, which will detail these linguistic findings for the general public. The academic database offers a new way for listeners to evaluate the evolution of songwriting themes across two decades of music.
The takeaway
The research highlights that despite major shifts in musical style, the core lyrical interests of a songwriter often remain stable over decades. Listeners can gain a deeper appreciation for an artist by looking for recurring motifs that tie a long career together.
Further reading
Learn more about the intersection of data and music in the Country section.
Source note: This article includes information reported by Mail Online.
Live Poll
Do you prefer when your favorite artists evolve or when they maintain a consistent style?
