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Nirvana Song Lyrics Dataset
Entertainment & Media Consumption
Tags and Keywords
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Free
About
This dataset contains 143 lyrics extracted from Nirvana songs, primarily collected through web scraping. Its main purpose is to provide a structured collection of song titles and their corresponding lyrics, making it suitable for various Natural Language Processing (NLP) and machine learning tasks. Each song's lyrics are organised with individual verses contained within a list, offering a granular view of the lyrical content.
Columns
- Song Title: This column provides the title of each Nirvana song. There are 143 unique song titles within the dataset.
- Lyrics: This column contains the lyrics for each song. For the Lyrics column, each verse is presented inside a list format, allowing for detailed textual analysis.
Distribution
The dataset is provided in a simple .csv file format. It includes 143 unique records or rows, with each row representing a distinct Nirvana song and its associated lyrics. The structure is straightforward, consisting of two columns: 'title' and 'lyrics'.
Usage
This dataset is ideal for NLP techniques and applications, including:
- Text mining and analysis of song lyrics.
- Developing language models specific to musical genres or artists.
- Sentiment analysis or thematic extraction from lyrical content.
- Exploring patterns in song structures or lyrical progression.
- Training machine learning models for text classification or generation.
Coverage
The dataset covers 143 song lyrics from the band Nirvana. It has a global regional scope, focusing solely on the musical content of the band. There are no specific demographic or time range details beyond the fact that they are Nirvana songs.
License
CC0
Who Can Use It
This dataset is particularly useful for:
- Data Scientists: For applying various NLP and machine learning algorithms on textual data.
- Researchers: Studying musicology, lyrical analysis, or the application of AI to artistic content.
- Developers: Building applications that require song lyric data, such as recommendation systems or lyric search engines.
- Academics: For educational purposes in fields like computational linguistics or data science.
Dataset Name Suggestions
- Nirvana Song Lyrics Dataset
- Nirvana Discography Lyrics
- Nirvana NLP Dataset
- Grunge Lyrics Collection
Attributes
Original Data Source: Nirvana Lyrics
QUALITY