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source: How to generate realistic yelp restaurant reviews with Keras | DLology
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| # Read thow two CSV files to pandas dataframes | |
| df_business=pd.read_csv('../dataset/business.csv') | |
| df_review=pd.read_csv('../dataset/review.csv') | |
| # Filter 'Restaurants' businesses | |
| restaurants = df_business[df_business['categories'].str.contains('Restaurants')] | |
| # Filter 5-stars reviews | |
| five_star=df_review[df_review['stars']==5] | |
| # merge the reviews with restaurants by key 'business_id' | |
| # This keep only 5-star restaurants reviews | |
| combo=pd.merge(restaurants_clean, five_star, on='business_id') | |
| # review texts column | |
| rnn_fivestar_reviews_only=combo[['text']] |
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