Data-Science-Spotify

Clustering songs from my Spotify playlist

To summarize the content of the Notebook:

1. Getting data from Spotify using Spotify Web API
2. Data analysis
3. Feature selection
4. Clustering songs using K-Means (and choosing 'k' with the 'Elbow Method')
5. Visualizing these clusters using PCA and t-SNE
6. Insights about each cluster
7. Using SMOTE to balance data
8. Predicting, with SVM, each songs' cluster