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This project analyzes the relationship between the ratings of movies and the proportion of five-star ratings on Douban, a Chinese online rating platform. By fitting the data to the linear model, this project reveals the prediction confidence interval of five-star proportions, showing that some movies display abonormal distribution of ratings.