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The Books A Million Products dataset is a clean, structured, analysis-ready database of 1.42M records across 34 data fields, sourced from booksamillion.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, item id, variant id, title, description, product category, category tree, brand, image url, price, and 24 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 | title | item id | db source | timestamp | variant id |
|---|---|---|---|---|---|
| https://www.booksamillion.com/p/LAlinati... | L'Aliénation Mentale Études Psychologiqu... | 9791043132667 | 1784611482484 | 2026-07-21 | 9791043132667 |
| https://www.booksamillion.com/p/Storylog... | Storylogic : Crea historias en 8 pasos p... | 9798247625063 | 1784611482484 | 2026-07-21 | 9798247625063 |
| https://www.booksamillion.com/p/Case-Sam... | Case of Samuel Mohawk, an Indian of the... | 9781013636721 | 1784611482484 | 2026-07-21 | 9781013636721 |
| https://www.booksamillion.com/p/Tamate-m... | Tamate [microform] : the Life Story of... | 9781013581663 | 1784611482484 | 2026-07-21 | 9781013581663 |
| https://www.booksamillion.com/p/Treatmen... | Treatment Of The Diseases Of The Eye : B... | 9781437356670 | 1784611482484 | 2026-07-21 | 9781437356670 |
| https://www.booksamillion.com/p/Food-Art... | Food Art Designed : Volume 7 Velvety | 9798412333977 | 1784611482484 | 2026-07-21 | 9798412333977 |
| https://www.booksamillion.com/p/Blood-mo... | Blood in the moonlight | 9798233740886 | 1784611482484 | 2026-07-21 | 9798233740886 |
| https://www.booksamillion.com/p/BOUMAC-M... | BOUMAC, a Macroprogramming System for Sc... | 9781014478375 | 1784611482484 | 2026-07-21 | 9781014478375 |
| https://www.booksamillion.com/p/Joe-Many... | Joe Manygoats and His Sheep The Story of... | 9781014263407 | 1784611482484 | 2026-07-21 | 9781014263407 |
| https://www.booksamillion.com/p/London-M... | London Men in Palestine and How They Mar... | 9781843426493 | 1784611482484 | 2026-07-21 | 9781843426493 |
Sample@if($records) of 1.42M records@endif — 34 fields total. Purchase to unlock the full dataset.
| Column | Description | Type | Fill rate |
|---|---|---|---|
| url | Product detail page URL | Url | 100% |
| item_id | Unique product ID | Text | 100% |
| variant_id | Unique variant ID | Text | 100% |
| title | Product title | Text | 99.72% |
| description | Full product description | Text | 98.41% |
| product_category | Category path | Text | 92.29% |
| category_tree | Hierarchical category breadcrumb with names and URLs | Array | 92.29% |
| brand | Product brand | Text | 100% |
| image_url | Main product image URL | Text | 100% |
| price | Regular price | Text | 99.25% |
| sale_price | Discounted price | Text | 0.12% |
| availability | Product availability (in_stock, out_of_stock, pre_order, etc.) | Text | 100% |
| availability_date | Availability date | Text | 0% |
| group_id | Variant group ID (same for all variants) | Text | 100% |
| listing_has_variations | Indicates if the listing has variations | Boolean | 100% |
| variant_attributes | Currently selected variant attributes as name-value pairs | Array | 0% |
| variants | All available variant options grouped by type | Array | 0% |
| store_name | Seller name | Text | 100% |
| seller_url | Seller page URL | Text | 100% |
| seller_privacy_policy | Seller-specific privacy policy URL | Text | 100% |
| seller_tos | Seller-specific terms of service URL | Text | 100% |
| return_policy | Policy URL | Text | 100% |
| return_window | Days allowed for return | Number | 100% |
| target_countries | Target countries of the item | Array | 100% |
| store_country | Store country of the item | Text | 100% |
| category_urls | List of category URLs for the product breadcrumb trail | Array | 92.29% |
| all_variations | all_variations | Boolean | 0% |
| star_rating | Average review score (0-5 scale) | Number | 0.69% |
| review_count | Number of product reviews (non-negative) | Number | 100% |
| reviews | Review entries | Array | 0.69% |
| additional_image_urls | Extra product images (comma-separated list) | Array | 0.03% |
| gtin | Universal product identifier (GTIN, UPC, ISBN, 8-14 digits) | Text | 100% |
| mpn | Manufacturer part number (max 70 chars) | Text | 0% |
| timestamp | Date | — |
The Books A Million Products dataset contains approximately 1.42M records across 34 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, item id, variant id, title, description, product category, category tree, brand and more — the complete list is in the data dictionary on this page.
It is aggregated from booksamillion.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
1,420,000 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:
1,420,000
الفئة:
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