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In this project, using the dataset from Amazon Customer Review (https://registry.opendata.aws/amazon-reviews/), unsupervised learning models are applied to automatically analyze the underlying structures of user reviews on grocery products, and to visualize the results by multiple natural language processing (NLP) models/tools.