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Wrote a script with a command line interface for web scraping of lyrics of any artist from AZLyrics website using Beautiful Soup and regular expressions
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Built a text classification model on lyrics with the goal to predict an artist from a piece of text
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Utilized bag of words (and vectorization) as well as Naive Bayes to implement a classification model for the described task
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Wrote another script with a command line interface for creating fancy word cloud from lyrics
Figure: Angel wings shaped word cloud of 100 most used words in lyrics for Coldplay