# core_product

sku: ELEC-001
category: Electronics
title: Apple MacBook Pro 14-inch Space Gray
description: Latest Apple MacBook Pro with M3 chip, 14-inch display in Space Gray color.
created_at: 2025-10-07 17:01:47.953071
updated_at: 2025-10-07 17:01:47.953094
attributes:
  {"brand": "Apple", "color": "Space Gray", "warranty": "1 Year", "condition": "New", "model": "MacBook Pro 14\""}


# django_session

session_key: rgf5vu13s1i6q07itl96eh5k209rz90z
expire_date: 2025-10-21 17:19:25.035326
session_data:
  .eJxVjMsOwiAQRf-FtSFAebp07zeQgRmkaiAp7cr479qkC93ec859sQjbWuM2aIkzsjNT7PS7JcgPajvAO7Rb57m3dZkT3xV-0MGvHel5Ody_gwqjfmuXwGubMkJKupAOZMGWCYzzQhrMwnphyKkQCIwEk4OZigs2FAkaFLL3BwEKOEI:1v6BLR:yYcCAuaoV0Ql4Sm8DDO6rOh7wKdIq8nyHiXGrlE6qnc


# core_attributescore

details: {"mandatory_fields": 100.0, "standardization": 75.0, "missing_values": 60.0, "consistency": 50.0}
created_at: 2025-10-07 17:52:42.980883
ai_suggestions: {}
issues:
  ["brand: 'Samzung' likely means 'Samsung' (confidence: 85.71428571428572%)", "color: 'Blak' likely means 'Black' (confidence: 88.88888888888889%)", "warranty: 'N/A' not recognized. Valid: 1 Year, 2 Years, 3 Years, Lifetime", "condition: Case mismatch - 'new' should be 'New'", "'warranty' contains placeholder: 'N/A'", "'Color': 'Blak' not clearly mentioned in title/description"]

suggestions:
  ["Standardize brand to: Samsung", "Standardize color to: Black", "Change warranty to one of: 1 Year, 2 Years, 3 Years", "Correct capitalization of condition to: New", "Replace placeholder in warranty with actual data"]


details: {"mandatory_fields": 100.0, "standardization": 100.0, "missing_values": 75.0, "consistency": 75.0}
suggestions: ["Provide more detailed size"]
created_at: 2025-10-07 17:56:11.616246
ai_suggestions: {}
issues:
  ["'size' suspiciously short: 'M'", "'Material': 'Polyester' not clearly mentioned in title/description"]


details: {"mandatory_fields": 50.0, "standardization": 50.0, "missing_values": 50.0, "consistency": 50.0}
created_at: 2025-10-07 18:08:52.809832
ai_suggestions: {}
issues:
  ["Missing mandatory field: color", "Missing mandatory field: material", "brand: 'Adiddas' likely means 'Adidas' (confidence: 92.3076923076923%)", "'color' is empty", "'Size': 'Large' not clearly mentioned in title/description"]

suggestions:
  ["Add required attribute: color", "Add required attribute: material", "Standardize brand to: Adidas", "Provide a valid value for color"]


details: {"mandatory_fields": 100.0, "standardization": 100.0, "missing_values": 100.0, "consistency": 25.0}
suggestions: []
created_at: 2025-10-07 18:08:52.831681
ai_suggestions: {}
issues:
  ["'Color': 'Red' not clearly mentioned in title/description", "'Size': 'XXL' not clearly mentioned in title/description", "'Material': 'Cotton' not clearly mentioned in title/description"]


details: {"mandatory_fields": 100.0, "standardization": 75.0, "missing_values": 75.0, "consistency": 25.0}
suggestions: ["Change size to one of: XS, S, M", "Replace placeholder in size with actual data"]
created_at: 2025-10-07 18:08:52.856755
ai_suggestions: {}
issues:
  ["size: 'todo' not recognized. Valid: XS, S, M, L, XL", "'size' contains placeholder: 'todo'", "'Color': 'Gray' not clearly mentioned in title/description", "'Size': 'todo' not clearly mentioned in title/description", "'Material': 'Blend' not clearly mentioned in title/description"]


suggestions: ["Add required attribute: brand", "Provide a valid value for brand", "Provide more detailed size"]
created_at: 2025-10-07 18:08:52.880267
ai_suggestions: {}
details:
  {"mandatory_fields": 75.0, "standardization": 75.0, "missing_values": 50.0, "consistency": 33.33333333333333}

issues:
  ["Missing mandatory field: brand", "'brand' is empty", "'size' suspiciously short: 'M'", "'Color': 'Green' not clearly mentioned in title/description", "'Material': 'Polyester' not clearly mentioned in title/description"]


details: {"mandatory_fields": 50.0, "standardization": 50.0, "missing_values": 50.0, "consistency": 0.0}
created_at: 2025-10-07 18:12:21.112779
ai_suggestions: {}
issues:
  ["Missing mandatory field: color", "Missing mandatory field: material", "brand: 'Adiddas' likely means 'Adidas' (confidence: 92.3076923076923%)", "'color' is empty", "'material' is empty", "'Brand': 'Adiddas' not clearly mentioned in title/description", "'Size': 'Large' not clearly mentioned in title/description"]

suggestions:
  ["Add required attribute: color", "Add required attribute: material", "Standardize brand to: Adidas", "Provide a valid value for color", "Provide a valid value for material"]


