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Taylor Swift Song Lyrics Dataset
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About
This dataset contains all song lyrics from Taylor Swift's albums, created by PromptCloud, a Data-as-a-Service provider, utilising the API exposed by Genius.com. It offers a valuable resource for analysing lyrical content, musical trends, and artist evolution within Taylor Swift's discography.
Columns
- artist: The name of the artist, which is consistently 'Taylor Swift'.
- album: The name of the album from which the song originates, such as 'reputation' or '1989'.
- track_title: The title of the song, for example, 'End Game (Ft. Ed Sheeran & Future)' or 'Blank Space'.
- track_n: The track number of the song within its respective album.
- lyric: The actual text of a song lyric.
- line: The line number of the lyric within its specific track.
- year: The year in which the album was released.
Distribution
The dataset is provided in a CSV format, with a file size of 412.85 kB. It comprises 4,862 individual records, each detailing a specific lyric line from a Taylor Swift song.
Usage
This dataset is ideal for various analytical applications, including:
- Exploratory data analysis: Understanding general patterns and characteristics of the lyrics.
- Word counts: Analysing word frequency based on individual tracks and albums, and performing time series analysis of word counts.
- Text mining: Generating word clouds, analysing bigram networks, and conducting sentiment analysis, potentially including chord diagrams.
Coverage
The dataset covers song lyrics from Taylor Swift's albums released between 2006 and 2017. It encompasses her entire lyrical output within this timeframe.
License
CC BY-SA 4.0
Who Can Use It
This dataset is suitable for:
- Data analysts and scientists: For text mining, natural language processing, and statistical analysis of lyrical data.
- Musicologists and researchers: To study thematic elements, lyrical evolution, and artistic expression across Taylor Swift's career.
- Fans and enthusiasts: For personal projects, generating fan art, or deeper engagement with the artist's work.
Dataset Name Suggestions
- Taylor Swift Song Lyrics Dataset
- Taylor Swift Lyrical Archive
- Taylor Swift Album Lyrics Collection
- Taylor Swift Discography Lyrics
Attributes
Original Data Source: Taylor Swift Song Lyrics Dataset
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