Spotify-Tracks-Insights

Topic

• What are the most popular genres of music?
• How wildly do pieces/songs vary among different attributes?
• Can we presume a correlation between the major mode and emotional positiveness?
• What characteristics bode popularity for a song?

Methodology

All these questions are examined within this notebook using Python:

• Data acquisition, cleaning, and wrangling using NumPy & Pandas
• Data visualization using Matplotlib & Seaborn
• Regularized regression modeling using Scikit-learn
  • Lasso Regression (L1 Regularization)
  • Ridge Regression (L2 Regularization)

Author(s)

• Aaron Tang - Start to finish

License

This project is licensed under the MIT License - see the LICENSE file for details