Project Data

Here's how we obtained the data for this project

Historical and Financial Data

We found financial data from FRED. The data tracks levels on indicators like unemployment and inflation for each month in the past 10 years.

Spotify Data

We utilized musical data from Kaggle. This data includes musical features like danceability, energy, valence, and tempo for the top 50 songs on Spotify for each month in the past 10 years.

GitHub Integration

The project utilized a GitHub repository to automate the daily extraction of data from Spotify's API. The repository SpotifyTop50 GitHub hosts the code responsible for connecting to Spotify via its API and retrieving relevant data. This automated process ensured up-to-date data for predictive analysis and visualization.