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This project shows how to scrape the lyrics from specific artists and perform Natural Language Processing to build a model that would identify the artist that the lyrics belongs to.

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helenaEH/Lyrics_classifier_NLP

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Lyrics classification

This project classifies songs from Etta James and Billy Joel by identifying which lyrics is more liekly to belong to which artist.

lyrics_scaper.py file has a function to scrape the lyrics for the 2 artist using BeautifulSoup.

Lyrics_Classification_Project.ipynb explaines how to model the data into the right shape and use MultinominalNB to classify the lyrics.

Website used for scraping: lyrics.com

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This project shows how to scrape the lyrics from specific artists and perform Natural Language Processing to build a model that would identify the artist that the lyrics belongs to.

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