{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "denominator": "All 1894 published CarryFacts analyses attributed to a third-party review source, grouped by the first recorded publisher source.",
  "description": "What source reading, product binding, date and commercial-relationship evidence is recorded for CarryFacts analyses of third-party reviews?",
  "exclusions": "News items, official announcements, roundups outside reviewArticles, held editorial records and unpublished source excerpts are excluded.",
  "identifier": "sha256:ce9cd8b835db6b9c04e1c10ede551ada253f5f7cf846afb99609cad291010be8:third-party-review-evidence-audit",
  "limitations": "An original-page read establishes the source used for attribution, not current-product equivalence or independent verification by CarryFacts. Historical identity, current-SKU linkage and commercial-relationship disclosure remain separate fields; unknown does not mean absent.",
  "measurementTechnique": "Deterministic rules documented in denominator, exclusions, limitations and method_version.",
  "method_version": "1.0.0",
  "name": "Third-party review evidence audit",
  "question": "What source reading, product binding, date and commercial-relationship evidence is recorded for CarryFacts analyses of third-party reviews?",
  "rows": [
    {
      "affiliate_relationship_known": 0,
      "article_records": 17,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 17,
      "historical_identity_records": 17,
      "original_page_read": 17,
      "product_linked": 0,
      "publisher": "Backpackies",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 0,
      "source_date_unknown": 17,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 202,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 202,
      "fulltext_html": 0,
      "historical_identity_records": 202,
      "original_page_read": 202,
      "product_linked": 0,
      "publisher": "Carryology",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 202,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 23,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 23,
      "fulltext_html": 0,
      "historical_identity_records": 23,
      "original_page_read": 23,
      "product_linked": 0,
      "publisher": "CleverHiker",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 23,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 27,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 27,
      "historical_identity_records": 27,
      "original_page_read": 27,
      "product_linked": 0,
      "publisher": "Cycling Weekly",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 27,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 44,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 44,
      "historical_identity_records": 44,
      "original_page_read": 44,
      "product_linked": 0,
      "publisher": "Digital Camera World",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 44,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 2,
      "article_records": 3,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 0,
      "historical_identity_records": 3,
      "original_page_read": 3,
      "product_linked": 0,
      "publisher": "GearJunkie",
      "read_method_unknown": 3,
      "sample_relationship_known": 0,
      "source_date_known": 3,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 321,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 321,
      "fulltext_html": 0,
      "historical_identity_records": 321,
      "original_page_read": 321,
      "product_linked": 0,
      "publisher": "Nomads Nation",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 321,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 8,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 8,
      "historical_identity_records": 8,
      "original_page_read": 8,
      "product_linked": 0,
      "publisher": "OutdoorGearLab",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 0,
      "source_date_unknown": 8,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 8,
      "article_records": 882,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 874,
      "historical_identity_records": 882,
      "original_page_read": 882,
      "product_linked": 0,
      "publisher": "Pack Hacker",
      "read_method_unknown": 8,
      "sample_relationship_known": 0,
      "source_date_known": 874,
      "source_date_unknown": 8,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 29,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 29,
      "historical_identity_records": 29,
      "original_page_read": 29,
      "product_linked": 0,
      "publisher": "T3",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 29,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 28,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 28,
      "fulltext_html": 0,
      "historical_identity_records": 28,
      "original_page_read": 28,
      "product_linked": 0,
      "publisher": "The Broke Backpacker",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 28,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 303,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 303,
      "fulltext_html": 0,
      "historical_identity_records": 303,
      "original_page_read": 303,
      "product_linked": 0,
      "publisher": "The Gadgeteer",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 303,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 1,
      "article_records": 1,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 0,
      "historical_identity_records": 1,
      "original_page_read": 1,
      "product_linked": 0,
      "publisher": "Travel + Leisure",
      "read_method_unknown": 1,
      "sample_relationship_known": 0,
      "source_date_known": 0,
      "source_date_unknown": 1,
      "sponsorship_relationship_known": 0
    },
    {
      "affiliate_relationship_known": 0,
      "article_records": 6,
      "carryfacts_hands_on": 0,
      "current_sku_verified": 0,
      "fulltext_api": 0,
      "fulltext_html": 6,
      "historical_identity_records": 6,
      "original_page_read": 6,
      "product_linked": 0,
      "publisher": "TravelFreak",
      "read_method_unknown": 0,
      "sample_relationship_known": 0,
      "source_date_known": 6,
      "source_date_unknown": 0,
      "sponsorship_relationship_known": 0
    }
  ],
  "slug": "third-party-review-evidence-audit",
  "snapshot": {
    "basis": "Canonical JSON of loaded published report inputs; sorted by record id.",
    "checked_through": "2026-10-16",
    "id": "sha256:ce9cd8b835db6b9c04e1c10ede551ada253f5f7cf846afb99609cad291010be8",
    "product_records": 1034,
    "review_records": 1894,
    "rule_records": 77
  },
  "table": {
    "columns": [
      {
        "name": "publisher",
        "type": "Text"
      },
      {
        "name": "article_records",
        "type": "Integer"
      },
      {
        "name": "source_date_known",
        "type": "Integer"
      },
      {
        "name": "source_date_unknown",
        "type": "Integer"
      },
      {
        "name": "original_page_read",
        "type": "Integer"
      },
      {
        "name": "fulltext_html",
        "type": "Integer"
      },
      {
        "name": "fulltext_api",
        "type": "Integer"
      },
      {
        "name": "read_method_unknown",
        "type": "Integer"
      },
      {
        "name": "historical_identity_records",
        "type": "Integer"
      },
      {
        "name": "current_sku_verified",
        "type": "Integer"
      },
      {
        "name": "product_linked",
        "type": "Integer"
      },
      {
        "name": "affiliate_relationship_known",
        "type": "Integer"
      },
      {
        "name": "sample_relationship_known",
        "type": "Integer"
      },
      {
        "name": "sponsorship_relationship_known",
        "type": "Integer"
      },
      {
        "name": "carryfacts_hands_on",
        "type": "Integer"
      }
    ],
    "rows": [
      {
        "affiliate_relationship_known": 0,
        "article_records": 17,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 0,
        "fulltext_html": 17,
        "historical_identity_records": 17,
        "original_page_read": 17,
        "product_linked": 0,
        "publisher": "Backpackies",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 0,
        "source_date_unknown": 17,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 202,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 202,
        "fulltext_html": 0,
        "historical_identity_records": 202,
        "original_page_read": 202,
        "product_linked": 0,
        "publisher": "Carryology",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 202,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 23,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 23,
        "fulltext_html": 0,
        "historical_identity_records": 23,
        "original_page_read": 23,
        "product_linked": 0,
        "publisher": "CleverHiker",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 23,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 27,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 0,
        "fulltext_html": 27,
        "historical_identity_records": 27,
        "original_page_read": 27,
        "product_linked": 0,
        "publisher": "Cycling Weekly",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 27,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 44,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 0,
        "fulltext_html": 44,
        "historical_identity_records": 44,
        "original_page_read": 44,
        "product_linked": 0,
        "publisher": "Digital Camera World",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
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        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 2,
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        "fulltext_api": 0,
        "fulltext_html": 0,
        "historical_identity_records": 3,
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        "publisher": "GearJunkie",
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        "sample_relationship_known": 0,
        "source_date_known": 3,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
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        "current_sku_verified": 0,
        "fulltext_api": 321,
        "fulltext_html": 0,
        "historical_identity_records": 321,
        "original_page_read": 321,
        "product_linked": 0,
        "publisher": "Nomads Nation",
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        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
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        "product_linked": 0,
        "publisher": "OutdoorGearLab",
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        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 8,
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        "carryfacts_hands_on": 0,
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        "product_linked": 0,
        "publisher": "Pack Hacker",
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        "sample_relationship_known": 0,
        "source_date_known": 874,
        "source_date_unknown": 8,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 29,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 0,
        "fulltext_html": 29,
        "historical_identity_records": 29,
        "original_page_read": 29,
        "product_linked": 0,
        "publisher": "T3",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 29,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 28,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 28,
        "fulltext_html": 0,
        "historical_identity_records": 28,
        "original_page_read": 28,
        "product_linked": 0,
        "publisher": "The Broke Backpacker",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 28,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 303,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 303,
        "fulltext_html": 0,
        "historical_identity_records": 303,
        "original_page_read": 303,
        "product_linked": 0,
        "publisher": "The Gadgeteer",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 303,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 1,
        "article_records": 1,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 0,
        "fulltext_html": 0,
        "historical_identity_records": 1,
        "original_page_read": 1,
        "product_linked": 0,
        "publisher": "Travel + Leisure",
        "read_method_unknown": 1,
        "sample_relationship_known": 0,
        "source_date_known": 0,
        "source_date_unknown": 1,
        "sponsorship_relationship_known": 0
      },
      {
        "affiliate_relationship_known": 0,
        "article_records": 6,
        "carryfacts_hands_on": 0,
        "current_sku_verified": 0,
        "fulltext_api": 0,
        "fulltext_html": 6,
        "historical_identity_records": 6,
        "original_page_read": 6,
        "product_linked": 0,
        "publisher": "TravelFreak",
        "read_method_unknown": 0,
        "sample_relationship_known": 0,
        "source_date_known": 6,
        "source_date_unknown": 0,
        "sponsorship_relationship_known": 0
      }
    ]
  },
  "title": "Third-party review evidence audit",
  "variableMeasured": [
    "publisher",
    "article_records",
    "source_date_known",
    "source_date_unknown",
    "original_page_read",
    "fulltext_html",
    "fulltext_api",
    "read_method_unknown",
    "historical_identity_records",
    "current_sku_verified",
    "product_linked",
    "affiliate_relationship_known",
    "sample_relationship_known",
    "sponsorship_relationship_known",
    "carryfacts_hands_on"
  ],
  "version": "1.0.0"
}
