A Python data analysis project exploring trends in top Spotify tracks. Uses the Spotify dataset to uncover patterns in song features like energy, danceability, tempo, and popularity.
- Loads and cleans Spotify track data
- Performs exploratory data analysis (EDA)
- Visualizes relationships between audio features and popularity
- Identifies characteristics of top-charting songs
- Python
- Jupyter Notebook
- pandas, matplotlib
Analysis of Top Spotify Tracks.ipynb— main analysis notebook