{"id":1846,"date":"2026-09-29T13:57:28","date_gmt":"2026-09-29T13:57:28","guid":{"rendered":"https:\/\/redzine.co.uk\/index.php\/2026\/09\/29\/taylor-swift-my-database-of-her-123553-lyrics-reveals-hidden-patterns\/"},"modified":"2026-09-29T13:57:28","modified_gmt":"2026-09-29T13:57:28","slug":"taylor-swift-my-database-of-her-123553-lyrics-reveals-hidden-patterns","status":"publish","type":"post","link":"https:\/\/redzine.co.uk\/index.php\/2026\/09\/29\/taylor-swift-my-database-of-her-123553-lyrics-reveals-hidden-patterns\/","title":{"rendered":"Taylor Swift: my database of her 123,553 lyrics reveals hidden patterns"},"content":{"rendered":"<p>\u201cIt seems like all I ever do is change\u201d, Taylor Swift writes in the prologue to the bestselling album 1989 (Taylor\u2019s Version), released in 2014. In fact, change is a core part of the Swift marketing machine, which revolves around the evolution of her \u201ceras\u201d.<\/p>\n<p>Since the release of her debut album in 2006, <a href=\"https:\/\/theconversation.com\/topics\/taylor-swift-11412\">Swift<\/a> has transformed from a ringleted country ingenue to a slick city dweller to (for her latest album cycle) a sequin-clad showgirl. That cycle has just been extended with the arrival of The Life of a Showgirl: The Encore, featuring four new bonus tracks, including the single Patient Zero.<\/p>\n<p>The lyrics to these tracks, however, prove that Swift can be associated with continuity just as much as change.<\/p>\n<p>To investigate Swift\u2019s lyrical language, I created a bespoke digital database \u2013 a corpus \u2013 of every publicly available track by the artist. I\u2019ve called it the Taylor Lyric Corpus (or TaLyCo for short). <\/p>\n<p>Aside from the 247 songs spread across her 12 studio albums, the corpus also contains lyrics from extended play releases, charity singles and non-album singles. It also encompasses contributions to film soundtracks, songs written for other artists and unreleased demo recordings. Swift signed a development deal with Sony\/ATV Music Publishing at the tender age of 14, so there\u2019s plenty of material to work with: 123,553 words, to be exact.<\/p>\n<p>This comprehensive collection of Swift\u2019s writing makes is easy to pinpoint recurring patterns over the course of her 20-plus year career. In the upcoming book The Lyrics of Taylor Swift, my colleague Suzanne McClure and I look in particular at Swift\u2019s lyrical fascination with colour, counterfactuality, embodiment, opposition and time.<\/p>\n<p>Many of the patterns we\u2019ve picked up on have been carried across into Swift\u2019s four-strong new Encore offering. Take, for example, her strategic use of colour, described by one critic as an <a href=\"https:\/\/www.sputnikmusic.com\/review\/81781\/Taylor-Swift-Folklore\/\">\u201cobsession\u201d<\/a>. Swift may have an entire album devoted to red \u2013 a colour she once called <a href=\"https:\/\/www.nationalgeographic.com\/culture\/article\/taylor-swift-interview-2012-red-album\">\u201creally powerful\u201d<\/a> as it <a href=\"https:\/\/people.com\/celebrity\/taylor-swift-explains-the-significance-of-red\/\">signals everything<\/a> from \u201cpassion and love and affection\u201d to \u201cjealousy and anger and frustration\u201d \u2013 but her most over-represented colour is in fact grey.<\/p>\n<figure><figcaption><span class=\"caption\">Patient Zero is the lead single for Swift\u2019s extended album, The Life of a Showgirl: The Encore.<\/span><\/figcaption><\/figure>\n<p>In her new song <a href=\"https:\/\/www.youtube.com\/watch?v=kXOKQCtttbw\">Pink Clouding<\/a>, Swift continues her habit of placing the inherently colourless colour alongside brighter hues for contrast (\u201cgray (gray) rocking where the arrow hit\u201d). Think \u201cDid I paint your bluest skies the darkest gray?\u201d from <a href=\"https:\/\/www.youtube.com\/watch?v=c_p_TBaHvos\">coney island<\/a> (2020), or \u201cGray overpass full of neon names\u201d from <a href=\"https:\/\/www.youtube.com\/watch?v=WQCPl5rTMDQ\">Ruin the Friendship<\/a> (2025) on the original The Life of a Showgirl album. <\/p>\n<p>In her Encore track, there are syllabic and semantic echoes which make the contrast of \u201cgray rocking\u201d and \u201cpink clouding\u201d even more obvious.<\/p>\n<h2>I\u2019m addicted to the \u2018if only\u2019<\/h2>\n<p>Aside from an obsession with colour, Swift has also been described as <a href=\"https:\/\/undertheradarmag.com\/reviews\/taylor_swift_reputation\">\u201cobsessed by how others perceive her\u201d<\/a>. Critic <a href=\"https:\/\/pitchfork.com\/reviews\/albums\/taylor-swift-midnights\/\">Quinn Moreland<\/a> wrote in 2022 that: \u201cSwift sees the world seeing her, and rather than shut it out, she absorbs it.\u201d<\/p>\n<p>Nowhere is this more evident than in the opening verse of new song <a href=\"https:\/\/www.youtube.com\/watch?v=jfVVXYTZykw\">Cleveland!<\/a>. Swift offers a sardonic assessment of herself which borrows heavily from public perception: \u201cAnd with all of that money, why\u2019s she dressed like trash? \/ When she smiles, it\u2019s annoying.\u201d <\/p>\n<p>This absorption and repackaging of the wider world\u2019s perspective represents a meta-perspective \u2013 my view of another\u2019s view of me \u2013 and it recurs in songs including 2014\u2019s <a href=\"https:\/\/www.youtube.com\/watch?v=nfWlot6h_JM\">Shake It Off<\/a> (\u201cI stay out too late \/ Got nothing in my brain \/ That\u2019s what people say\u201d) and 2024\u2019s <a href=\"https:\/\/www.youtube.com\/watch?v=vOZFiX6hDXQ\">Who\u2019s Afraid of Little Old Me?<\/a> (\u201cI\u2019m always drunk on my own tears, isn\u2019t that what they all said?\u201d). <\/p>\n<p>Elsewhere on Cleveland!, an amorphous \u201cthey\u201d suggest that the track\u2019s romantic lead \u201ccould find someone younger\u201d, compounding Swift\u2019s fascination with <a href=\"https:\/\/journals.linguistik.de\/ijll\/article\/view\/140\">unrealised scenarios<\/a> and matching her overuse of the modal verbs \u201cwould\u201d, \u201cshould\u201d and \u201ccould\u201d across the rest of her discography.<\/p>\n<figure><figcaption><span class=\"caption\">Cleveland! is perhaps the most talked about track from The Encore.<\/span><\/figcaption><\/figure>\n<p>Swift is also prone to zeroing in on specific body parts, and the Encore additions are no exception. Across her four new tracks we have mention of arms, elbows, faces, hearts, lips and shoulders \u2013 all body part terms to tick off the lyrical bingo card.<\/p>\n<p>And to cover the body, <a href=\"https:\/\/www.bloomsbury.com\/uk\/literary-taylor-swift-9798765104552\">an abundance of clothes<\/a>: cardigans, Eagles T-shirts, skirts lilac and short or tight and little, black dresses and old faded blue jeans all figure across past tracks. With the release of Encore, her existing lyrical wardrobe has been supplemented by the \u201cchurch dress\u201d and \u201chand-me-down sweater\u201d in new track <a href=\"https:\/\/www.youtube.com\/watch?v=tZnNLoPKriU\">Babylon<\/a> \u2013 reminiscent of the knitwear left under someone\u2019s bed in folklore\u2019s lead single, <a href=\"https:\/\/www.youtube.com\/watch?v=K-a8s8OLBSE\">cardigan<\/a> (2020). <\/p>\n<p>Across Swift\u2019s discography, we\u2019ve found that these clothing items are rarely neutral, but instead act as metonyms entwined with identity formation. There\u2019s also often a gendered element; literature scholar <a href=\"https:\/\/uk.bookshop.org\/a\/15793\/9798765104552\">Claire Hurley<\/a> proposes that Swift \u201clocates embodied female knowledge inside clothing\u201d.<\/p>\n<p>Swift\u2019s latest Encore tracks have met with a polarised response, including among some fans who have negatively compared the lyrics to those of earlier albums. Yet our corpus-based studies suggest Swift is writing much as she has always done \u2013 producing lyrics which are highly detailed, suffused with speculation and colourful in every sense of the word.<\/p>\n<p><em>This article features references to books that have been included for editorial reasons, and may contain links to bookshop.org. If you click on one of the links and go on to buy something, The Conversation UK may earn a commission.<\/em><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/counter.theconversation.com\/content\/293046\/count.gif\" alt=\"The Conversation\" width=\"1\" height=\"1\" \/><\/p>\n<p class=\"fine-print\"><em><span>Naomi Adam does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.<\/span><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201cIt seems like all I ever do is change\u201d, Taylor Swift writes in the prologue to the bestselling album 1989 (Taylor\u2019s Version), released in 2014. In fact, change is a core part of the Swift marketing machine, which revolves around the evolution of her \u201ceras\u201d. Since the release of her debut album in 2006, Swift [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1846","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/posts\/1846","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/comments?post=1846"}],"version-history":[{"count":0,"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/posts\/1846\/revisions"}],"wp:attachment":[{"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/media?parent=1846"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/categories?post=1846"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/redzine.co.uk\/index.php\/wp-json\/wp\/v2\/tags?post=1846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}