Collection of tools built to analyze song lyrics utilizing the Genius API and natural language processing
My overall goal for this project is to statistically analyze song lyrics while also improving my own lyric writing abilities.
Be on the look out for my robo-rapper.
Just add a settings.py file to genius/ with your Genius API token set as access_token = KEY and run the scripts in generate/ to generate some lines.
- NLTK - Text Analysis
- BeautifulSoup - JSON/HTML scraping
- Pandas - Data matrix management
- Scikit-Learn - NLP modeling