This is a Jupyter Notebook where I compared lyrics of two of my favorite music artists using a machine learning library in Python called scikit-learn.
I was learning Python and used some natural language processing (NLP) techniques, KMeans clustering in scikit-learn, and gensim's Latent Dirichlet Allocation (LDA) algorithm for topic modeling to see how the algorithm would classify the albums of Kanye West and Drake.
Check out the complete Jupyter Notebook here (HTML format) or here (PDF format).
Tools/libraries used:
- 🤖 scikit-learn
- 📒 Jupyter Notebooks
- 📖 gensim
- 🐼 pandas