Amazon review data (2018)
Jianmo Ni, UCSD
Citation
Please cite the following paper if you use the data in any way:
Justifying recommendations using distantly-labeled reviews and fined-grained aspects
Jianmo Ni, Jiacheng Li, Julian McAuley
Empirical Methods in Natural Language Processing (EMNLP), 2019
pdf
Note
You should complete this form. Note that we do not own the data, and as such we are not in a position to offer a license or control its use, however we request that the data be used for research purposes.
If you are looking for smaller datasets such as percategory k-core files and ratings only files, please visit our main dataset page.
Files
Complete review data
You can download the complete dataset through the link on this website.
raw review data (34gb) - all 233.1 million reviews
ratings only (6.7gb) - same as above, in csv form without reviews or metadata
5-core (14.3gb) - subset of the data in which all users and items have at least 5 reviews (75.26 million reviews)
meta data (12gb) - meta data for all products
- We also provide a colab notebook that helps you parse and clean the data.
duplicated product list (126mb) - list of duplicated products
Per-category data - the review and product metadata for each category.
| AMAZON FASHION | reviews (883,636 reviews) | metadata (186,637 products) |
| All Beauty | reviews (371,345 reviews) | metadata (32,992 products) |
| Appliances | reviews (602,777 reviews) | metadata (30,459 products) |
| Arts Crafts and Sewing | reviews (2,875,917 reviews) | metadata (303,426 products) |
| Automotive | reviews (7,990,166 reviews) | metadata (932,019 products) |
| Books | reviews (51,311,621 reviews) | metadata (2,935,525 products) |
| CDs and Vinyl | reviews (4,543,369 reviews) | metadata (544,442 products) |
| Cell Phones and Accessories | reviews (10,063,255 reviews) | metadata (590,269 products) |
| Clothing Shoes and Jewelry | reviews (32,292,099 reviews) | metadata (2,685,059 products) |
| Digital Music | reviews (1,584,082 reviews) | metadata (465,392 products) |
| Electronics | reviews (20,994,353 reviews) | metadata (786,868 products) |
| Gift Cards | reviews (147,194 reviews) | metadata (1,548 products) |
| Grocery and Gourmet Food | reviews (5,074,160 reviews) | metadata (287,209 products) |
| Home and Kitchen | reviews (21,928,568 reviews) | metadata (1,301,225 products) |
| Industrial and Scientific | reviews (1,758,333 reviews) | metadata (167,524 products) |
| Kindle Store | reviews (5,722,988 reviews) | metadata (493,859 products) |
| Luxury Beauty | reviews (574,628 reviews) | metadata (12,308 products) |
| Magazine Subscriptions | reviews (89,689 reviews) | metadata (3,493 products) |
| Movies and TV | reviews (8,765,568 reviews) | metadata (203,970 products) |
| Musical Instruments | reviews (1,512,530 reviews) | metadata (120,400 products) |
| Office Products | reviews (5,581,313 reviews) | metadata (315,644 products) |
| Patio Lawn and Garden | reviews (5,236,058 reviews) | metadata (279,697 products) |
| Pet Supplies | reviews (6,542,483 reviews) | metadata (206,141 products) |
| Prime Pantry | reviews (471,614 reviews) | metadata (10,815 products) |
| Software | reviews (459,436 reviews) | metadata (26,815 products) |
| Sports and Outdoors | reviews (12,980,837 reviews) | metadata (962,876 products) |
| Tools and Home Improvement | reviews (9,015,203 reviews) | metadata (571,982 products) |
| Toys and Games | reviews (8,201,231 reviews) | metadata (634,414 products) |
| Video Games | reviews (2,565,349 reviews) | metadata (84,893 products) |