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Machine Learning Book Purchases

Contains a data set of nearly all books I have read so far (title and author removed). I wanted to explore the differences in price/length/language of the books depending on the method of acquisition (purchased myself or obtained as a gift).

This might allow me to automate my decision making process (i.e. do I want to purchase this book myself?).

Current accuracy: 91 % (KNN model)..

Pages

Price

Price_per_page

Price_pages

Total books: 388

Book data last updated: 20200813

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Data, exploration and machine learning for book purchase/gift status

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