Create README.md
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README.md
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Creation Steps
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- Downloaded [5 Million Song Dataset](https://www.kaggle.com/datasets/nikhilnayak123/5-million-song-lyrics-dataset) from Kaggle
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- Limited to songs with more than 1,000 views on Genius.com
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- Remove lyrics with non-roman alphabet characters
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- Remove songs featuring any [profanity](https://github.com/surge-ai/profanity)
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- Removed annotations (in brackets)
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- Added normalized version of lyrics (lower case, remove punctuation, remove stopwords, lemmatize)
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