The original dataset contains 4,862 rows of data, representing each individual line of lyric Taylor has sung, as well as the track title and album for each line. Since I was interested in analyzing themes on a song by song basis, I had to aggregate the lyrics up to a song level using Pandas.

I've been noticing a weird issue with Spotify lately, specifically with Taylor Swift's lyrics not loading. I've seen a bunch of people talking about this on TikTok, Twitter, and Instagram too. I've attached some screenshots for reference.


Download Taylor Swift Lyrics


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Here are some of my all-time favorite lyrics Swift. These, of course don't include every great line she's ever penned. Rather, they're lyrics I've often reflected on and discussed with fellow fans, and found deep personal meaning in.

"You taught me about your past thinking your future was me." (All Too Well)

-- OK sorry, I couldn't help it -- one more from All Too Well. This is one of my all-time favorite lyrics. In just a few words, it sums up the fallen dreams of doomed love.

"I was so ahead of the curve, the curve became a sphere. Fell behind all my classmates and I ended up here." (This is Me Trying) 

-- To me, these lyrics perfectly describe the restlessness of COVID-19 lockdowns. It can be challenging to feel like you're not able to do what you need to get ahead and stay ahead. (Swift seems to be doing just fine, though. I think releasing two surprise albums in a year proves that.)

"You paint me a blue sky and go back and turn it to rain. And I lived in your chess game, but you changed the rules every day." (Dear John)

-- Swift always does an incredible job of conveying the game-like nature of love. These lyrics are particularly heart-rending.

"Remember when I pulled up and said, 'Get in the car,' and then canceled my plans just in case you'd call, back when I was living for the hope of it all." (August)

-- Many of us felt personally attacked by these lyrics about holding onto love that was never really ours.

You can search up any word or phrase and see what lyrics used it. (The songs are labelled by whatever album Genius puts them under, so some of the albums may seem off -- e.g. a few songs from Taylor Swift are labelled under a different EP.)

From the earliest days of her career, Taylor has used her lyrics to convey the deepest of heartache and betrayal. These lines about the hopefulness of youth transport us straight back to our teenage years.

Lately I've been finding it a little hard to pinpoint how I feel about this team right now. So I figured, "what better way to express my jilted, jaded, yet determinedly optimistic feelings than through Taylor Swift lyrics?" (Honestly I don't get my brain either. Just go with it.)

There are countless tour buses to take you around Nashville, but as many Taylor Swift stans are aware, Music City is where Taylor was discovered and where she returns to in her lyrics. Follow our map of some favorite Swiftie spots in Nashville, from the gold leaves in Centennial Park to the small cafe where it all started.

Taylor Swift is one of the most celebrated songwriters in recent memory. Right from her debut, she set herself apart from the rest of her peers with poignant lyrics and an incomparable knack for storytelling. Nine original albums and several re-recordings later, Swift has a wealth of self-penned tracks that few artists can boast.

"Innocent" is a song by American singer-songwriter Taylor Swift, taken from her third studio album, Speak Now (2010). Produced by Swift and Nathan Chapman, the song was written in response to Kanye West's interruption of her acceptance speech at the 2009 MTV Video Music Awards, feeling the need to sympathize with him after the public outrage he received. A gentle pop ballad with tender vocals, its lyrics are about a protagonist's encouragement of someone who has committed wrongdoings, claiming them to hold innocence and believing that they could redeem themself.

Musically, "Innocent" is a gentle pop ballad, in which Swift performs with tender vocals.[10][11][12] Musicologist James E. Perone remarked that it stands out from other pop ballads because of Swift's use of "a high degree of rhythmic syncopation in her delivery".[10] The lyrics of "Innocent" see a protagonist sympathizing with a man who has committed wrongdoings.[13] Although the man in question has suffered from self-doubt because of his actions, in the eyes of Swift's character, his "strings of lights are still bright".[14] The narrator tells the man, "32 and still growing up now/Who you are is not what you did."[15] The lyrics feature imagery associated with childhood innocence and simplicity, such as "lunchbox days" and "firefly catching days".[14] According to The Wall Street Journal, the track further alludes to the pitfalls of fame, "Lost your balance on a tightrope/It's never too late to get it back."[15]

The song garnered mixed reception from music critics. After Swift's 2010 MTV performance, some viewed the song as sympathetic toward West, but others deemed it patronizing and Swift self-righteous.[4][17] A Los Angeles Times critic called the lyrics "slams disguised as 'forgiveness'", and another from The New York Times referred to the song as "petty".[5] Jonathan Keefe of Slant Magazine criticized the track as a "patronizing, condescending sermon", and saw Swift as hypocritical for writing a song calling out someone else's negative remarks when her songwriting typically criticized other people.[26] Chris Willman in New York said that in "Innocent", Swift casts herself in a mature, maternal light: "she really plays mother to a baby."[4] Johnston said that it "wasn't the most gracious act of forgiveness in history" and took issue with the lyrics detailing "a 20-year-old telling a 32-year-old that he's still growing up", which she deemed a sign of Swift feeling "a sense of satisfaction at being 'the better person'".[13] The public debate started to affect Swift's "America's Sweetheart" public image and resonated for a long time, continuing into 2016, when she and West got involved in another controversy in which West released the single "Famous", including lyrical parts that Swift had not consented to.[27][28]

Reviewing the MTV awards performance, Melinda Newman of HitFix gave it a B; Newman praised the song for balancing personal details and universal appeal with its "beautiful" lyrics, but took issue with Swift's live vocals as weak.[33] In NJ.com, Tris McCall appreciated the ballad's sympathetic message and commended Swift as the awards night's "big winner".[34] Country-music journalist and CMT editorial director Chet Flippo praised Swift's MTV rendition of "Innocent" for expressing her feelings about a real person "in an artful way" and compared her practice to other country-music legends: "Sometimes forgiveness is the sweetest revenge, and it's what she achieved."[16] Arts professor Jeff Rabhan agreed; he lauded Swift for delivering her thoughts in a "positive and professional" manner, and highlighting her artistic ability.[16]

The Pop Song Professor project is all about helping music lovers like you to better understand the deeper meanings of popular song lyrics so that you know what your artist is saying and can enjoy your music more.

Although "New Year's Day" seems to be referencing one specific relationship, it could also apply to an entire era or time period in the singer's life with which she doesn't want to lose touch. The soft nostalgic feel of the music coupled with the message of the lyrics leaves listeners with the same bittersweet end to the album that many people feel on New Year's Day: it's the end, but it's also the chance for a new beginning.

In perhaps one of the most powerful lyrics of the song, Swift evokes a feeling of strong loyalty and connection that truly ties together the message of her album as a whole: some people stay just for the party for when times are good and media coverage is positive, but true friends and/or lovers will be with you to pick up the trash and the mess when the party inevitably comes to an end.

This module suggests that the lyrics of Taylor Swift can and should be read as literature. In doing so, we will pay close attention to formal elements such as rhyme and word choice. We will also analyze her songs with the help of key texts in critical theory and discuss the political, national, and historical contexts of her work. Queen Mary's London setting will encourage us to pay particular attention to the way in which the UK, and London in particular, figures in Swift's lyrics.

Swift's songs reflect on literary history; for example, "the lakes" makes references to Romantic poets and "Love Story" revises Shakespeare. In this module, we will build an understanding of Swift as an artist who is deeply interested in the relationship between her lyrics and the literature of the past. 17dc91bb1f

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