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Book Review Analyzer

This is a Book Review Analyzer Website that does sentiment analysis of the reviews web scraped from LibraryThing. This can be replicated with other websites too, ex: GoodReads, you just have to change the HTML elements.

Requirements

  • MongoDB
  • Flask
  • NLTK - Sentiment Analyser
  • Pycharm

Output

Home Page: Enter LibraryThing URL of the book and hit "Submit". Screenshot 2023-10-20 225147

Result Page: Sentiment scores of the reviews are displayed here. Screenshot 2023-10-20 225229

Reviews stored in MongoDB Database Screenshot 2023-10-20 225727