The reviews come with corresponding rating stars. There are more than 100,000 reviews in this dataset. The data has been split into positive and negative reviews. Product reviews from covering various product types (such as books, dvds, musical instruments). This dataset was initially used to predict polarity ratings (+ve/-ve). This is a collection of movie reviews used for various opinion analysis tasks You would find reviews split into positive and negative classes as well as reviews split into subjective and objective sentences. Here are some of the many dataset available out there: These dataset below contain reviews from Rotten Tomatoes, Amazon, TripAdvisor, Yelp, and so on. If you are looking for user review data sets for opinion analysis / sentiment analysis tasks, there are quite a few out there.
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