File size: 999 Bytes
bf4095b 312a5cd |
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 |
---
license: mit
task_categories:
- feature-extraction
tags:
- music
- spotify
pretty_name: Spotify Analysis Dataset
size_categories:
- 100M<n<1B
---
# Spotify Analysis Dataset
This dataset contains the cleaned, processed, and intermediate data files used in the **Music Style and Popularity Analysis on Spotify** project. It includes raw audio feature tables, clustering outputs, classification-ready datasets, and the SQLite database used for K-Means clustering.
The dataset supports two main tasks:
1. **Music style clustering** based on audio attributes
2. **Popularity prediction** using engineered features and contextual metadata
Files include:
`Spotify_Dataset_V3.csv`, `spotify_cleaned_data.csv`, `kmeans_clustered_data.csv`, `spotify_database.db`, `spotify_data_V3.csv`, `spotify_dataset.csv`, `spotify_dataset_sample.csv`, `data_with_famous_artist.csv`.
This dataset is intended for academic analysis, machine learning experiments, and reproducibility of the associated project.
|