SpotifyData

Analysis of Spotify chart data across European countries, combining chart rankings with audio features to explore music trends.

Data Sources

Folder	Dataset
data/kaggle1/	Spotify Charts — daily/weekly top-200 and viral-50 charts by country
data/kaggle2/	Spotify Dataset 1921-2020 (600k+ Tracks) — track audio features and artist metadata
data/european_countries.csv	List of European countries used to filter the charts

Note: To run this notebook you must first download charts.csv from the Spotify Charts dataset on Kaggle and place it in data/kaggle1/. The file is ~3.2 GB, which exceeds GitHub's file-size limit, so it is not included in this repository.

Note: To run this notebook you must first download tracks.csv and artists.csv from the Spotify Dataset 1921-2020 (600k+ Tracks) dataset on Kaggle and place it in data/kaggle2/. The files exceed GitHub's file-size limit, so it is not included in this repository.

🚀 Setup & Installation

1. Clone the repository.
2. Create a virtual environment (recommended).
3. Install the required Python packages using the requirements.txt file:

pip install -r requirements.txt