Datasets:
File size: 3,127 Bytes
901c435 8e41221 901c435 c676c93 901c435 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 |
---
license: mit
language:
- en
tags:
- music
- art
- lyrics
- songs
- pop
pretty_name: Modern pop lyrics
size_categories:
- 10K<n<100K
---
# Dataset Card for Modern Pop Lyrics
This dataset contains a curated collection of song lyrics from modern pop artists, sourced from Genius.
## Dataset Details
### Dataset Description
This is a dataset containing lyrics from contemporary pop music artists. The collection represents a handpicked selection of pop artists and their work, providing researchers and analysts access to clean, organized lyrical data.
- **Curated by:** Scott Griffin
- **Language(s) (NLP):** English
- **License:** Research purposes only, subject to copyright restrictions
### Dataset Sources
- **Source:** Lyrics data collected from Genius
## Uses
### Direct Use
This dataset is suitable for:
- Natural language processing tasks focused on creative and lyrical text
- Studying patterns in modern songwriting
- Analysis of linguistic features in popular music
### Out-of-Scope Use
This dataset should not be used for:
- Commercial applications
- Public performance or display
- Any use that would violate copyright laws or artists' rights
## Dataset Structure
The dataset is organized in CSV format with three columns:
1. **title**: The name of the song
2. **artist**: The performing artist's name
3. **lyrics**: The full lyrics text of the song
Example entry:
```csv
title,artist,lyrics
Baby,Justin Bieber,"[Produced by The-Dream and Tricky Stewart]
[Intro: Justin Bieber]
Oh, woah
Oh, woah
Oh, woah"
```
## Dataset Creation
I filtered this dataset from sebastiandizon/genius-song-lyrics, picking what I percieve as modern pop artists. There's definitely better criteria for making a dataset of modern pop artists, but I wanted to do this quickly.
### Curation Rationale
This dataset was created to provide researchers with access to a clean, organized collection of contemporary pop lyrics for analysis purposes. Artists were handpicked to represent modern pop music.
### Source Data
#### Data Collection and Processing
- Data was collected from Genius
- Artists were manually selected
- Data is structured in CSV format
#### Who are the source data producers?
The original content was created by various contemporary pop artists and songwriters. The lyrics are sourced from Genius.
### Personal and Sensitive Information
The dataset only includes publicly available song lyrics and artist names. No personal information is included beyond what is publicly available in song credits.
## Bias, Risks, and Limitations
- The dataset reflects a curated selection of artists and may not represent all aspects of pop music
- Coverage may be biased towards certain artists or time periods based on the selection criteria
- The dataset is subject to copyright restrictions that limit its use
### Recommendations
- Users should review and comply with all applicable copyright laws
- The dataset should be used for research purposes only
- Analysis should consider the selective nature of the artist collection
- Users should be aware of potential biases in the manual selection process
|