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The Walmart Reviews dataset is a clean, structured, analysis-ready database of 23.84K records across 22 data fields, sourced from walmart.com and refreshed monthly. Every record is standardised for enrichment, lead generation, market research and competitor analysis — ready to import into your CRM or data pipeline.
Key fields: url, product name, product id, rating, author name, review header, review id, review text, author id, author link, and 12 more. See the full data dictionary below.
This is a pay-per-record dataset with a minimum order of 70,000 records. See the order panel for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you choose, so the more you buy, the larger the order.
| url | rating | db source | timestamp | product id | author name |
|---|---|---|---|---|---|
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 138444965 | Tim * |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 138444965 | Val***mer*** |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 138444965 | lawrence * |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 138444965 | Kevin * ** A***i |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 138444965 | SJa***onR*** |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 138444965 | gra***add*** |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 44936229 | Lin***9 |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 44936229 | Itc***lie*** |
| https://www.walmart.com/reviews/product/... | 5 | 1784531041395 | 2026-07-20 | 44936229 | ****** |
| https://www.walmart.com/reviews/product/... | 3 | 1784531041395 | 2026-07-20 | 44936229 | jen***8ac*** |
Sample@if($records) of 23.84K records@endif — 22 fields total. Purchase to unlock the full dataset.
| Column | Description | Type | Fill rate |
|---|---|---|---|
| url | The URL or link to the review on Amazon | Url | 100% |
| product_name | The name of the product | Text | 100% |
| product_id | product_id | Text | 100% |
| rating | The rating given by the reviewer for the product | Number | 100% |
| author_name | The name of the person who wrote the review | Text | 96.86% |
| review_header | The header or title of the review | Text | 63.39% |
| review_id | The unique identifier for each review | Text | 100% |
| review_text | The textual content of the review | Text | 99.61% |
| author_id | The unique identifier for the review author | Text | 98.65% |
| author_link | Link to the author's profile or page | Url | 0% |
| review_posted_date | The date when the review was posted | Text | 100% |
| review_images | Any images attached to the review | Array | 12.9% |
| helpful_count | The count of users who found the review helpful | Number | 100% |
| is_verified | is_verified | Boolean | 66.3% |
| videos | videos | Array | 0% |
| top_reviewer | top_reviewer | Boolean | 57.23% |
| item_details | item_details | Array | 39.36% |
| reply | reply | Object | 51.71% |
| not_helpful_count | The count of users who found the review not helpful | Number | 0% |
| sort_by | sort_by | Text | 16.19% |
| review_page_number | The page number where the review appears when sorted by "Most recent" (submission-desc). Only populated for "Most recent" sort order, as other sort types return non-deterministic review ordering. | Number | 0% |
| timestamp | Date | — |
The Walmart Reviews dataset contains approximately 23.84K records across 22 fields, refreshed monthly.
It is priced per record with a minimum order of 70,000 records. See the order panel on this page for live pricing in your currency (₹ for India, $ elsewhere) — the total scales with the number of records you select.
Fields include url, product name, product id, rating, author name, review header, review id, review text and more — the complete list is in the data dictionary on this page.
It is aggregated from walmart.com and other public, compliant sources, then cleaned, standardised and de-duplicated before delivery.
As a structured CSV/Excel export ready for CRM import or BI analysis, delivered after purchase. A free sample is available on this page.
The dataset is refreshed monthly so records stay accurate for outreach and analysis.
تنزيل فوري · بيانات موثقة
23,840 سجلات متاحة · تم إنشاؤه من قاعدة البيانات المباشرة عند الشراء، ويتم تسليمه بصيغة CSV.
اشترك للوصول إلى تنزيلات غير محدودة من السمات ومقاطع الفيديو والرسومات والمكونات الإضافية والمزيد من الأصول المميزة لاحتياجاتك الإبداعية.
آخر تحديث:
أغسطس 19, 2026 17:39 م
تم النشر:
يوليو 21, 2026 11:25 ص
البلد:
United States
إجمالي السجلات:
23,840
الفئة:
