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https://www.cs.jhu.edu/~mdredze/datasets/sentiment/index2.html
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The Multi-Domain Sentiment Dataset contains product reviews taken from Amazon.com from 4 product types (domains): Kitchen, Books, DVDs, and Electronics. Each domain has several thousand reviews, but the exact number varies by domain. Reviews contain star ratings (1 to 5 stars) that can be converted into binary labels if needed. This page contains some descriptions about the data. If you have questions, please email me directly (email found here).
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Link to download the data:
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Multi-Domain Sentiment Dataset (30 MB) [domain_sentiment_data.tar.gz]
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Books unlabeled data (2 MB) [book.unlabeled.gz]
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