The goal of this project was to predict reviews' star ratings on Yelp using the review text. We built the following models that perform text analysis on review data to predict the rating stars.
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Updated
Apr 12, 2018 - Python
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review-text
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Predict product review ratings with TF-IDF, Naive Bayes, and a Streamlit web app
python nlp flask machine-learning deep-learning sentiment-analysis neural-network clustering recurrent-neural-networks collaborative-filtering classification recommendation-system data-analysis yelp-reviews html-css-javascript yelp-dataset rating-prediction amazon-reviews review-text
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Updated
Sep 6, 2026 - Jupyter Notebook
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