Chewy Product Reviews Dataset – Customer Sentiment on Pet Products

4 +

Happy Customers

4.8★

Average Rating

Updated

7 months ago

Free

Sample Available

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Ratings and reviews dataset from chewy

This dataset contains thousands of verified customer reviews scraped from Chewy.com, a leading online pet retailer. Each record is structured to provide direct insights into product sentiment, user experience, and review behavior.

Fields Included:

  • Product Name – Name of the reviewed product

  • Review Title – Summary or headline of the review

  • Review Body – Full user-submitted review content

  • Author – Name of the reviewer

  • Rating Value – Star rating (1–5 scale)

  • Published At – Date the review was submitted

  • URL – Direct link to the product page

Use Cases

  • AI & NLP teams: Build sentiment classifiers and product-level insights

  • Pet brands: Analyze customer voice and feedback trends

  • Retail intelligence & CX: Spot emerging issues or feature praise

  • Market research: Understand customer priorities in pet product categories

Format:

  • CSV file

  • UTF-8 encoding

  • Cleaned and normalized fields

  • Ready for ML models or dashboards


Last crawled:

Apr 2025


Data points:

product_name, review_title, review_body, author, rating_value, published_at, url


Data points count:

7


Total Downloads

4 +


Total Views

351


Sample dataset:

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Availability or Type:

Immediately


Delivery time:

immediately



Demo:
url product_name author review_title published_at review_body rating_value
https://www.chewy.com/k9warehouse-pig-ears-natural-dog/dp/792142 K9warehouse Pig Ears Natural Dog Treats, 6 count Minnie These haven't disappointed yet. 2024-08-08 I adore these pig ears on my dog. Because my aggressive chewing dog can finish one in a matter of minutes, I appreciate that they are only half the size of an ear. This prevents him from overindulging in food. Excellent quality, I'll buy it again, and I'd highly recommend it because there's no mess and it doesn't affect his digestion. My options are limited because he is an American Staffordshire pit mix and doesn't do well with chicken or beef; however, the fact that these pig ears are pork makes them fantastic. 5
https://www.chewy.com/k9warehouse-pig-ears-natural-dog/dp/792142 K9warehouse Pig Ears Natural Dog Treats, 6 count Daniel Excellent Dog Treat 2024-08-15 I absolutely love these pig ears on my dog! They are rather big. Although they are not very long-lasting my dog eats them in a few movies she really likes them. Pig ears are always kept in the treat bin. I adore this company! 5
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners Cindy Perfect fit 2025-03-16 Make cleaning the litter box easier 4
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners Patricia You have great items! 2025-01-27 Not a thing? lol 2
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners Donna One out of eight bags worked 2024-02-27 This might be the right size but it can’t handle the weight of the litter when changing the box. The first bag worked ok and each change went downhill. If you use light weight litter, it might work but not if you use pine or clay. 2
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners Lily Great Product! 2024-03-13 It’s a great product made with good resistance qualities. The fit & draw strings makes it easy to place and remove once used. 5
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners Anna Very Good 2024-11-15 It’s Perfect 5
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners Laura 2023-11-04 I am very pleased with these liners. I was concerned they would tear and get holes. They are stronger than I thought they would be. 5
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners Jessica Too thin! 2023-12-02 These liners are very thin and shred under the cat's claws 2
https://www.chewy.com/petmate-drawstring-hi-back-litter-pan/dp/53516 Petmate Drawstring Hi-Back Litter Pan Liners lisa Easy Breezy but $$$ 2023-05-28 I use for my buns litter boxes which are filled with pine pellets and hay. Super easy to change boxes!! However they DOUBLED in price. I can no longer afford the drawstring. I will wait for the price to fall 5

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