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:
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Product Name – Name of the reviewed product
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Review Title – Summary or headline of the review
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Review Body – Full user-submitted review content
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Author – Name of the reviewer
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Rating Value – Star rating (1–5 scale)
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Published At – Date the review was submitted
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URL – Direct link to the product page
Use Cases
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AI & NLP teams: Build sentiment classifiers and product-level insights
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Pet brands: Analyze customer voice and feedback trends
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Retail intelligence & CX: Spot emerging issues or feature praise
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Market research: Understand customer priorities in pet product categories
Format:
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CSV file
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UTF-8 encoding
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Cleaned and normalized fields
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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
160 +
Total Views
481
Availability or Type:
Immediately
Delivery time:
immediately
$349.0
Price
CSV
Format
290 Thousand
Records
What You Get
- 290 Thousand verified records
- CSV format — ready to use
- Immediate delivery
- Save 100+ hours vs manual scraping
Related datasets
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 |
Tags:
Chewy Dataset Product Reviews Dataset Pet Products Data Customer Sentiment Dataset Ecommerce Reviews
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| Our Dataset | Manual Scraping | |
|---|---|---|
| Time Required |
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| Total Cost |
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| Data Quality |
Pre-verified & cleaned
Crawled: Apr 2025 |
May have errors, requires cleaning |
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