According to a survey from March 2023 among U.S. Taylor Swift fans, also called 'Swifties', the largest share of Swift fans were in the group of **********. The second largest share was within the group of ************, followed by Gen X. In 2023, Swift announced her first tour in years, called 'Era', which already caused chaos when her significant fan base tried to purchase tickets for the long anticipated concerts.

According to a survey from March 2023 among U.S. Taylor Swift fans, also called 'Swifties', the largest share of Swift fans were in support of the Democratic party, namely ** percent. In comparison, only ** percent stated that they were in support of the Republican party. While Swift has stayed apolitical for the majority of her career, in recent years she has come out in support of the Democratic party, speaking out against former president Trump before the 2018 U.S. congress elections.

According to a survey from March 2023 among U.S. Taylor Swift fans, also called 'Swifties', the largest share of Swift fans were white, namely ** percent. Another ** percent were Black while only **** percent were Asian. In 2023, Swift announced her first tour in years, called 'Era', which already caused chaos when her significant fan base tried to purchase tickets for the long anticipated concerts.

According to the results of a survey conducted in the United States in October 2023, about ** percent of respondents aged 30 to 44 years old stated that they considered themselves Taylor Swift fans. More than one in ** survey respondents aged 65 years or older stated the same. The phenomenon of Taylor Swift Since her first album in 2006, Taylor Swift has managed to build a global brand around her music. According to an analysis from 2023, she officially became a billionaire after making approximately *** million U.S. dollars through ticket sales and merchandise. Another main component of her income is the release and re-release of her music. However, 2023 seemed to be the year of Taylor Swift in other regards as well. Her Eras Tour, which she launched in March, grossed over *********** U.S. dollars, becoming the highest grossing tour of all time. Additionally, it is estimated that Swift even boosted the U.S. economy with her tour, by *** billion U.S. dollar Yet, she did not stop there, turning her tour into a concert film, which quickly became the most successful concert film in history. By the end of the year, she was Spotify’s most streamed artist globally and subsequently Time Magazine named her “Person of the Year.”

Taylor Swift is without a doubt one of the most famous and popular popstars of our times. According to a survey from March 2023 among U.S. Taylor Swift fans, ** percent of fans were male while the share of female fans was marginally higher. In 2023, Swift announced her first tour in years, called "Era," which already caused chaos when her significant fan base tried to purchase tickets for the long anticipated concerts.

According to the results of a survey conducted in October 2023 in the United States, some ** percent of Hispanic adults in the country identified themselves as Taylor Swift fans. The same was true for ** percent of Black adults who took part in the survey.

According to the results of a survey conducted in October 2023 in the United States, about ** percent of female respondents stated that they considered themselves Taylor Swift fans. About ** percent of men taking part in the survey said the same.

This statistic presents information on the first week unit sales of Taylor Swift's albums from 2006 to 2017. Swift's fifth album '1989' sold **** million copies during the first week after its release on ****************. Her most recent album, 'reputation', released in *************, sold **** million copies in its first week in the United States

According to a survey from March 2023 among U.S. adults, the most popular Taylor Swift album was "1989" with ***** percent of respondents stating that they liked the album. "Fearless" was also popular with another ***** percent saying that they enjoyed it. Less popular was Swift's album "Folklore" with which she surprised her fans during the Covid-19 pandemic.

According to an analysis from 2023, Taylor Swift has become a billionaire after making approximately *** million U.S. dollars through ticket sales and merchandise. Obviously, beside her super successful Era's tour, the other main component of her income is the new release and re-release of her music, with her re-recording previous albums in order to secure ownership of her work after the rights of her first music were sold.

According to a 2025 survey among adults in the United States, Taylor Swift did not play a major role in the excitement about watching the Super Bowl LIX. While 38 percent of respondents stated not to be more excited, nearly 28 percent said that their decision to watch did not depend on Taylor Swift's attendance. On the contrary, one in four Americans were indeed more excited to watch because of Taylor Swift.

As of 2023, the top-selling album in the United States was '1989 (Taylor's Version)' by Taylor Swift, with over 1.9 million unit sales. Overall, Taylor Swift dominated the United States album sales, as she not only managed to enter the Top10 with five more albums, she also registered the second- and third-best selling albums that year.

This dataset provides detailed information about songs, including the artist, title, and lyrics. It is primarily designed for use in Natural Language Processing (NLP) tasks, offering a valuable resource for analysing textual data within the entertainment and media domain.

Columns

• Artist: The name of the musician or group who performed the song. This column contains unique values representing various artists, with a significant portion attributed to artists like Taylor Swift and Billie Eilish.
• Title: The name of the song. This column lists unique song titles.
• Lyrics: The textual content of the song's lyrics.

Distribution

The dataset is presented in a tabular format. While specific numbers for rows or records are not explicitly provided, it includes information on 742 unique artist values and 745 unique title values. Data files are typically in CSV format.

Usage

This dataset is ideally suited for a variety of applications, including: * Developing and training NLP models for text analysis. * Researching lyrical themes and patterns across different artists or genres. * Building music recommendation systems based on lyrical content. * Exploring trends in popular music by artist and song.

Coverage

The dataset has a global regional coverage, making it applicable for worldwide analysis. Specific time ranges or demographic scopes are not detailed.

License

CCO

Who Can Use It

This dataset is particularly useful for: * Data scientists and machine learning engineers focusing on NLP. * Researchers studying musicology or cultural trends through lyrical analysis. * Students and beginners in data science looking for an accessible dataset for text-based projects. * Anyone interested in entertainment and media consumption data.

Dataset Name Suggestions

• Popular Song Lyrics Data
• Artist Song Lyrics Collection
• Music Lyrics Dataset for NLP
• Global Song Information
• Entertainment Lyrics Data

Attributes

Original Data Source: Lyrics

In 2023, the top-selling vinyl album in the United States was Taylor Swift's 1989 (Taylor’s Version) with **** billion vinyl albums sold. Five of the top 10 selling vinyl albums were released by Swift in 2023. Also, her albums sold *** billion copies on vinyl in the same year, which is the most of any artist. Recent data shows that vinyl record sales in the U.S. have been experiencing a period of constant growth since 2007, and such albums are not reserved only for older, more established artists. Vinyl is back Out of the few physical formats, vinyl is going through a resurgence. The phenomenon of nostalgia, returning to tangible products and vintage vibes is driving the revival of vinyl records. The main reasons for buying vinyl are building a collection, ownership of physical music, and the ritual of playing the record, so the trend is based in lifestyle choices. The numbers show that sales of vinyl are constantly growing, having reached more than ** million units in 2023 in the United Sates alone. This format is actually on of few in recorded music that shows positive growth throughout the past years, in 2023 reaching **** percent. Taylor Swift leading music consumption The artist's debut album “Taylor Swift” was grounded in country music, but her switch to pop music thereafter led to a significant fanbase - so-called Swifties - and generated substantial media interest. However, according to a study from 2023, her most popular albums are later releases, namely the albums 1989 and Fearless. As of 2024, she has released 10 studio albums in total, while also re-recording 4 of her albums after the rights to her music were bought by music producer Scooter Brown. As a result of her endeavors in this area, Swift became an advocate for female empowerment and an inspiration for musicians who seek greater ownership of their work.

According to a study carried out between January and September 2023, American singer-songwriter Taylor Swift was mentioned over 2.8 million times in online discussions. American singer, songwriter, and businesswoman Beyoncé Giselle Knowles-Carter was mentioned 2.4 million times in online posts. In January 2023, Rolling Stone announced Beyoncé as one of the greatest vocalists of all time, closely following legends such as Aretha Franklin, Whitney Houston, and Sam Cooke.

In 2024, Taylor Swift was the artist with the most streamed album on Spotify. Her album "THE TORTURED POETS DEPARTMENT" was streamed over 6.6 billion times in 2024. She also entered the top 10 with her album "Lover" in sixth position, having registered nearly 3.3 billion streams on Spotify.

The most successful music tour in North America in 2023 based on ticket sales was that of Taylor Swift with over 3.79 million tickets sold. The tour was also the highest grossing one in the region, having generated 905 million dollars.

For the second consecutive year, Taylor Swift topped the ranking of highest-grossing live music tours worldwide in 2024. Her Eras Tour grossed over 1.04 billion U.S. dollars in 2024, making it the first tour to achieve this milestone twice. Additionally, it became the first tour in history to surpass two billion U.S. dollars in total gross revenue globally. By doing so, she more than doubled the gross revenue of Coldplay's Music of the Spheres World Tour, which ranked second on the list, grossing 421.7 million U.S. dollars. Taylor Swift and Beyoncé dominate domestic live music market in 2023 Taylor Swift and Beyoncé, who made 2023 the first year since 2008, when two women had led the ranking of most successful worldwide tours, also came on top in their home-ground market. In fact, looking at the gross revenues of their music tours in North America, it is clear that by far the biggest share of their worldwide gross revenue originates from concerts given in that region of the globe. However, this is also true for other artists that made in into the global Top 10: Drake's live music revenues come exclusively from North America, while Morgan Wallen's share stood around 97 percent. Concerts in 2024 raised the roof of the industry's revenue The overall revenues from the top 100 worldwide tours also reached an historic amount in 2024. Ignoring 2020 and 2021, when the pandemic made these tour revenues plummet, revenues had been growing year by year. Yet, figures from pre-pandemic years strongly suggest that this growth was in the risk of stagnation. By contrast, the growth between 2022 and 2024 has gone through the roof, with total revenues from the most successful worldwide tours grossing a record 9.5 billion U.S. dollars in 2024, marking a historic year for live entertainment.

Following the 2019 release of "Lover," Taylor Swift undertook the task of re-recording her earlier albums. This decision was spurred by the sale of all rights to her music catalog by her former record label, Big Machine Records, to her music manager, Scooter Braun. With the release of each subsequent album, Taylor introduced new merchandise, propelling the American artist to unprecedented heights. Since 2019, the traffic to Taylor's online store has steadily increased. This phenomenon has particularly intensified in 2023, marked by the launch of "The Eras Tour," where each concert is a journey through her various musical "eras" of the past 17 years. From January to September 2023, the singer's online store had surpassed ** million DTC (direct-to-consumer) visits.

As of April 2, 2024, the Taiwanese singer Jay Chou sold about 7.25 million copies of music album 'Greatest Works of Art' across the mainstream digital music platforms in China. R1SE, the Chinese idol boy band under Tencent, sold over three million copies of their first music album 'Going To Powerfully Burst', ranking the third bestseller. Taylor Swift was the only foreign music artists who could make to the top album sales ranking of all time.