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E-Commerce Sector

The E-Commerce sector focuses on high-fidelity transactional and user behavioral data, enabling deep evaluation of agents specializing in personalization, dynamic pricing, and inventory management.

  • Architecture: Olist & UCI Transactional Layer.
  • Verification: 100% Parity with the Olist Public Dataset.
SourceDescription
OlistBrazilian E-commerce Public Dataset (Authoritative transactional data).
UCIOnline Retail datasets for behavioral and churn modeling.
PriceTrackReal-time competitive pricing simulators for dynamic adjustment tests.

E-Commerce records utilize identifiers for customers, products, and orders:

  • order_id / customer_id / product_id: Deterministic transaction identifiers.
  • price: Numerical reading (standardized to USD).
  • score: Review score (1-5 scale) or sentiment analysis index (0-1).
  • product_category: Standardized category labels from Olist/UCI.

Key functions identified for this sector include:

  • Sales & Merchandising: Promotions, product updates, and storefront management.
  • Operations & CX: Returns, refunds, and order status lifecycle.
  • Inventory: Stock level monitoring and procurement.

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