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@@ -55,12 +55,12 @@ This is a sample dataset. To access the full version or request any custom datas
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  ## Dataset Summary
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- A structured e-commerce order dataset built from real Amazon purchase histories voluntarily shared by users on the datahive platform. Each record represents a single order line item with full pricing breakdown (unit price, tax, discounts, shipping), fulfilment status, and shipping location.
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  The sample includes:
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- - **10 users**
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- - **1k order line items**
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  - Marketplace: Amazon.com
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  Order data was exported directly from personal Amazon accounts by participating users who consented to share their purchase history.
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  ## Dataset Structure
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  ### Data Fields
 
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  ## Dataset Summary
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+ A structured e-commerce order dataset built from real Amazon purchase histories voluntarily shared by users on the platform. Each record represents a single order line item with full pricing breakdown (unit price, tax, discounts, shipping), fulfilment status, and shipping location.
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  The sample includes:
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+ - **10 unique users**
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+ - **1k order items**
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  - Marketplace: Amazon.com
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  Order data was exported directly from personal Amazon accounts by participating users who consented to share their purchase history.
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+ ## Anonymization
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+ - **User & order IDs** — original identifiers replaced with deterministic SHA-256 pseudonyms (truncated to 8 hex characters), preserving cross-record linkability
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+ - **Addresses** — reduced to city and country only; street names, house numbers, and postal codes are removed
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+ - **Dates** — normalized to `YYYY-MM-DD`; time components stripped
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  ## Dataset Structure
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  ### Data Fields