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Bad Bunny Music Lyrics Dataset
Entertainment & Media Consumption
Tags and Keywords
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Free
About
This dataset comprises the song lyrics of the acclaimed artist Bad Bunny. It was assembled through a web scraping process utilising BeautifulSoup and the Genius API, with support from the lyricsgenius library. The collection features both songs released on official albums and standalone singles. This valuable resource is ideal for various analytical pursuits, including the examination of the artist's lyrical style, conducting sentiment analysis, or developing algorithms capable of generating lyrics.
Columns
artists: Specifies the primary and any featured artists on a track.album: Indicates the album from which the song originates; otherwise, it is labelled as 'Single'.title: The official title of the song.title_with_featured: The song title inclusive of any featured artist descriptions.lyrics: The full lyrical content of the song, often including section headers such as [Chorus].url: The direct URL to the song's lyrics page.
Distribution
The dataset typically comes in a CSV file format. While the exact number of rows is not specified, it contains 95 unique entries, representing 95 distinct songs. The structure is designed for straightforward access and analysis of lyrical content. The specific time range covered by the lyrics within the dataset is not explicitly detailed.
Usage
This dataset is particularly well-suited for:
- Analysing Bad Bunny's unique lyrical style and evolution.
- Performing sentiment analysis on his song lyrics to understand emotional tones.
- Developing and training lyrics generating algorithms or other Natural Language Processing (NLP) models.
- Academic research into modern music trends and lyrical composition.
Coverage
The data pertains exclusively to the musical works of the artist Bad Bunny. It has a global regional coverage, indicating its relevance worldwide. The content includes a mix of tracks from his studio albums and singles. The specific time period the lyrics cover is not detailed within the provided information.
License
CC0
Who Can Use It
- Data scientists and NLP researchers aiming to build models for text generation or sentiment analysis.
- Musicologists and cultural researchers interested in the lyrical themes and stylistic elements of a popular artist.
- Developers creating applications related to music discovery or lyrical content.
- Fans and enthusiasts seeking to explore the depth of Bad Bunny's discography.
Dataset Name Suggestions
- Bad Bunny Lyrics Collection
- Bad Bunny Song Text Data
- Bad Bunny Music Lyrics Dataset
Attributes
Original Data Source: Bad Bunny Lyrics
QUALITY