Creation Steps
- Downloaded 5 Million Song Dataset from Kaggle
- Limited to songs with more than 1,000 views on Genius.com
- Remove lyrics with non-roman alphabet characters
- Remove songs featuring any profanity
- Removed annotations (in brackets)
- Added normalized version of lyrics (lower case, remove punctuation, remove stopwords, lemmatize)