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Sentiment_based_product_recom

Heroku URL: https://reco-engine101.herokuapp.com/

Important File Summary:

app.py : Contains API Definitions
model.py : Contains API Implementations
RebuildRecommenderSystem.py : Run this file to create/update the User Based Recommendation Dataframe (user_final_rating_df.pkl) using the whole dataset(sample30.csv)
RebuildSentimentModel.py : Run this file to create/update the Item -> Postive Review % Mapping Dataframe (items_by_sentiment_score.pkl) using the chosen Logistic Regression Sentiment Model and using the whole dataset(sample30.csv)
sample30.csv : User Product Review Datatset used by RebuildRecommenderSystem.py and RebuildSentimentModel.py

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