{
  "version": "1.0.1",
  "published_date": "2026-10-22",
  "event_cutoff": "2026-10-21",
  "title": "Global Chamber case study: reach, interest and repeat connections",
  "country_report": {
    "title": "Country Consumption Index — earlier country and territory report",
    "source_file": "Country Consumption Index Full Ranking(1).pdf",
    "source_library_file_id": "libfile_787d889f52dc8191bd540bb7a113e41e",
    "source_file_id": "file_00000000cbd071fdaca95ab2f579cd7b",
    "period_label": "2014–2026, as labeled in the supplied report; exact end date not stated",
    "scope": "50 geographies listed in an earlier report. Not the October 21, 2026 video-level snapshot. Country and territory labels are preserved. This is a transcription of the supplied report, not a new pull from YouTube."
  },
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      "watch_hours_rank": 1
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      "watch_hours": 33.07,
      "average_duration": "0:02:21",
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      "views_rank": 2,
      "watch_hours_rank": 2
    },
    {
      "name": "United Kingdom",
      "views": 592,
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      "average_duration": "0:01:39",
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      "views_rank": 3,
      "watch_hours_rank": 4
    },
    {
      "name": "Germany",
      "views": 427,
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      "source_report_position": 4,
      "views_rank": 4,
      "watch_hours_rank": 14
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    {
      "name": "France",
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      "views_rank": 5,
      "watch_hours_rank": 28
    },
    {
      "name": "Spain",
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      "average_duration": "0:00:04",
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      "watch_hours_rank": 24
    },
    {
      "name": "Indonesia",
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    },
    {
      "name": "South Korea",
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      "average_duration": "0:00:02",
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      "views_rank": 8,
      "watch_hours_rank": 36
    },
    {
      "name": "Canada",
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      "average_duration": "0:03:57",
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      "watch_hours_rank": 3
    },
    {
      "name": "Japan",
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    {
      "name": "Puerto Rico",
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    {
      "name": "Cameroon",
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      "name": "Bangladesh",
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      "name": "Italy",
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    {
      "name": "Philippines",
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    {
      "name": "South Africa",
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      "name": "Netherlands",
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      "name": "Nigeria",
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    {
      "name": "Pakistan",
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      "name": "Kenya",
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      "name": "Singapore",
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      "name": "United Arab Emirates",
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    {
      "name": "China",
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    {
      "name": "Saudi Arabia",
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    {
      "name": "Turkey",
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    {
      "name": "Argentina",
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    {
      "name": "Malaysia",
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      "average_duration": "0:01:01",
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    {
      "name": "Colombia",
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      "average_duration": "0:00:31",
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    {
      "name": "Taiwan",
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    },
    {
      "name": "Thailand",
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    {
      "name": "Egypt",
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    {
      "name": "Belgium",
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    {
      "name": "Vietnam",
      "views": 22,
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      "average_duration": "0:00:22",
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    {
      "name": "Ireland",
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      "name": "Morocco",
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    {
      "name": "Chile",
      "views": 18,
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      "average_duration": "0:00:30",
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    {
      "name": "Peru",
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      "watch_hours_rank": 49
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    {
      "name": "Austria",
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    {
      "name": "Denmark",
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    {
      "name": "Portugal",
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      "name": "Phoenix",
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      "name": "Tel Aviv",
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      "name": "San Francisco",
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      "name": "San Antonio",
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      "name": "Denver",
      "source_label": "GC Denver",
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      "attendee_role_rows_rank": 8
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    {
      "name": "Austin",
      "source_label": "GC Austin",
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    },
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      "name": "Johannesburg",
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      "name": "Dallas",
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      "name": "Chicago",
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      "name": "Atlanta",
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      "name": "Baltimore-Washington",
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      "name": "Houston",
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      "name": "Miami",
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    {
      "name": "Tokyo",
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    {
      "name": "Northern CO",
      "source_label": "GC Northern CO",
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    {
      "name": "Dhaka",
      "source_label": "GC Dhaka",
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      "name": "Manila",
      "source_label": "GC Manila",
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      "name": "Nairobi",
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      "name": "Puerto Rico",
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      "name": "San Jose",
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      "name": "Charleston",
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      "name": "Queretaro",
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      "name": "Tucson",
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      "name": "Mumbai",
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      "name": "Barcelona",
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      "name": "Singapore",
      "source_label": "GC Singapore",
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      "name": "Las Vegas",
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    {
      "name": "Central Florida",
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    {
      "name": "Charlotte",
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        "texas_spotlight": false
      },
      {
        "source_position": 245,
        "title": "Global Chamber Ecuador",
        "label": "Ecuador",
        "source_pdf_page": 62,
        "texas_spotlight": false
      },
      {
        "source_position": 246,
        "title": "Global Chamber GCC Middle East",
        "label": "GCC Middle East",
        "source_pdf_page": 62,
        "texas_spotlight": false
      },
      {
        "source_position": 247,
        "title": "Global Chamber Indonesia",
        "label": "Indonesia",
        "source_pdf_page": 62,
        "texas_spotlight": false
      },
      {
        "source_position": 248,
        "title": "Global Chamber Latin America",
        "label": "Latin America",
        "source_pdf_page": 62,
        "texas_spotlight": false
      },
      {
        "source_position": 249,
        "title": "Global Chamber New Zealand",
        "label": "New Zealand",
        "source_pdf_page": 63,
        "texas_spotlight": false
      },
      {
        "source_position": 250,
        "title": "Global Chamber Sweden",
        "label": "Sweden",
        "source_pdf_page": 63,
        "texas_spotlight": false
      },
      {
        "source_position": 251,
        "title": "Global Chamber North America",
        "label": "North America",
        "source_pdf_page": 63,
        "texas_spotlight": false
      },
      {
        "source_position": 252,
        "title": "Global Chamber Norway",
        "label": "Norway",
        "source_pdf_page": 63,
        "texas_spotlight": false
      },
      {
        "source_position": 253,
        "title": "Global Chamber Philippines",
        "label": "Philippines",
        "source_pdf_page": 64,
        "texas_spotlight": false
      },
      {
        "source_position": 254,
        "title": "Global Chamber Ukraine",
        "label": "Ukraine",
        "source_pdf_page": 64,
        "texas_spotlight": false
      },
      {
        "source_position": 255,
        "title": "Global Chamber Uzbekistan",
        "label": "Uzbekistan",
        "source_pdf_page": 64,
        "texas_spotlight": false
      },
      {
        "source_position": 256,
        "title": "Global Chamber Bali",
        "label": "Bali",
        "source_pdf_page": 64,
        "texas_spotlight": false
      },
      {
        "source_position": 257,
        "title": "Global Chamber United States",
        "label": "United States",
        "source_pdf_page": 65,
        "texas_spotlight": false
      },
      {
        "source_position": 258,
        "title": "Global Chamber California",
        "label": "California",
        "source_pdf_page": 65,
        "texas_spotlight": false
      },
      {
        "source_position": 259,
        "title": "Global Chamber Connecticut",
        "label": "Connecticut",
        "source_pdf_page": 65,
        "texas_spotlight": false
      },
      {
        "source_position": 260,
        "title": "Global Chamber FDI/Investment Forum",
        "label": "FDI or Investment Forum",
        "source_pdf_page": 65,
        "texas_spotlight": false
      },
      {
        "source_position": 261,
        "title": "Global Chamber Warsaw",
        "label": "Warsaw",
        "source_pdf_page": 66,
        "texas_spotlight": false
      },
      {
        "source_position": 262,
        "title": "Global Chamber Belize",
        "label": "Belize",
        "source_pdf_page": 66,
        "texas_spotlight": false
      },
      {
        "source_position": 263,
        "title": "Global Chamber LinkedIn",
        "label": "Global Chamber LinkedIn",
        "source_pdf_page": 66,
        "texas_spotlight": false
      },
      {
        "source_position": 264,
        "title": "Global Chamber Referral",
        "label": "Global Chamber Referral",
        "source_pdf_page": 66,
        "texas_spotlight": false
      },
      {
        "source_position": 265,
        "title": "Member Support Request Form",
        "label": "Member Support Landing Page",
        "source_pdf_page": 67,
        "texas_spotlight": false
      },
      {
        "source_position": 266,
        "title": "Event Requests Submission Form",
        "label": "Event Request Submission Form",
        "source_pdf_page": 67,
        "texas_spotlight": false
      },
      {
        "source_position": 267,
        "title": "Global Chamber Referral",
        "label": "Global Chamber Referral_copy",
        "source_pdf_page": 67,
        "texas_spotlight": false
      },
      {
        "source_position": 268,
        "title": "Global Chamber Ireland",
        "label": "Global Chamber Ireland",
        "source_pdf_page": 67,
        "texas_spotlight": false
      },
      {
        "source_position": 269,
        "title": "Global Chamber Türkiye",
        "label": "Turkiye",
        "source_pdf_page": 68,
        "texas_spotlight": false
      },
      {
        "source_position": 270,
        "title": "Global Chamber Helsinki",
        "label": "Helsinki",
        "source_pdf_page": 68,
        "texas_spotlight": false
      },
      {
        "source_position": 271,
        "title": "Global Chamber Cameroon",
        "label": "Cameroon",
        "source_pdf_page": 68,
        "texas_spotlight": false
      },
      {
        "source_position": 272,
        "title": "Global Chamber China",
        "label": "China",
        "source_pdf_page": 68,
        "texas_spotlight": false
      },
      {
        "source_position": 273,
        "title": "Global Chamber France",
        "label": "France",
        "source_pdf_page": 69,
        "texas_spotlight": false
      },
      {
        "source_position": 274,
        "title": "Global Chamber Guangzhou",
        "label": "Guangzhou",
        "source_pdf_page": 69,
        "texas_spotlight": false
      },
      {
        "source_position": 275,
        "title": "Global Chamber India",
        "label": "India",
        "source_pdf_page": 69,
        "texas_spotlight": false
      },
      {
        "source_position": 276,
        "title": "Global Chamber Italy",
        "label": "Italy",
        "source_pdf_page": 69,
        "texas_spotlight": false
      },
      {
        "source_position": 277,
        "title": "Global Chamber Kolkata",
        "label": "Kolkata",
        "source_pdf_page": 70,
        "texas_spotlight": false
      },
      {
        "source_position": 278,
        "title": "Global Chamber Mauritius",
        "label": "Mauritius",
        "source_pdf_page": 70,
        "texas_spotlight": false
      },
      {
        "source_position": 279,
        "title": "Global Chamber West Africa",
        "label": "West Africa",
        "source_pdf_page": 70,
        "texas_spotlight": false
      },
      {
        "source_position": 280,
        "title": "Global Chamber Central America",
        "label": "Central America",
        "source_pdf_page": 70,
        "texas_spotlight": false
      },
      {
        "source_position": 281,
        "title": "Global Chamber Central America",
        "label": "Central America_copy",
        "source_pdf_page": 71,
        "texas_spotlight": false
      },
      {
        "source_position": 282,
        "title": "Global Chamber Taiwan",
        "label": "Taiwan",
        "source_pdf_page": 71,
        "texas_spotlight": false
      },
      {
        "source_position": 283,
        "title": "Global Chamber Central Africa",
        "label": "Central Africa",
        "source_pdf_page": 71,
        "texas_spotlight": false
      },
      {
        "source_position": 284,
        "title": "Global Chamber Central Asia",
        "label": "Central Asia",
        "source_pdf_page": 71,
        "texas_spotlight": false
      },
      {
        "source_position": 285,
        "title": "Global Chamber Central Europe",
        "label": "Central Europe",
        "source_pdf_page": 72,
        "texas_spotlight": false
      },
      {
        "source_position": 286,
        "title": "Global Chamber East Africa",
        "label": "East Africa",
        "source_pdf_page": 72,
        "texas_spotlight": false
      },
      {
        "source_position": 287,
        "title": "Global Chamber East Asia",
        "label": "East Asia",
        "source_pdf_page": 72,
        "texas_spotlight": false
      },
      {
        "source_position": 288,
        "title": "Global Chamber Eastern Europe",
        "label": "Eastern Europe",
        "source_pdf_page": 72,
        "texas_spotlight": false
      },
      {
        "source_position": 289,
        "title": "Global Chamber Midwest",
        "label": "Midwest",
        "source_pdf_page": 73,
        "texas_spotlight": false
      },
      {
        "source_position": 290,
        "title": "Global Chamber Minnesota",
        "label": "Minnesota",
        "source_pdf_page": 73,
        "texas_spotlight": false
      },
      {
        "source_position": 291,
        "title": "Global Chamber New England",
        "label": "New England",
        "source_pdf_page": 73,
        "texas_spotlight": false
      },
      {
        "source_position": 292,
        "title": "Global Chamber Northern Europe",
        "label": "Northern Europe",
        "source_pdf_page": 73,
        "texas_spotlight": false
      },
      {
        "source_position": 293,
        "title": "Global Chamber North Africa",
        "label": "North Africa",
        "source_pdf_page": 74,
        "texas_spotlight": false
      },
      {
        "source_position": 294,
        "title": "Global Chamber Oklahoma",
        "label": "Oklahoma",
        "source_pdf_page": 74,
        "texas_spotlight": false
      },
      {
        "source_position": 295,
        "title": "Global Chamber Southern Africa",
        "label": "Southern Africa",
        "source_pdf_page": 74,
        "texas_spotlight": false
      },
      {
        "source_position": 296,
        "title": "Global Chamber South Asia",
        "label": "South Asia",
        "source_pdf_page": 74,
        "texas_spotlight": false
      },
      {
        "source_position": 297,
        "title": "Global Chamber South East Asia",
        "label": "South East Asia",
        "source_pdf_page": 75,
        "texas_spotlight": false
      },
      {
        "source_position": 298,
        "title": "Global Chamber Southern Europe",
        "label": "Southern Europe",
        "source_pdf_page": 75,
        "texas_spotlight": false
      },
      {
        "source_position": 299,
        "title": "Global Chamber Western Europe",
        "label": "Western Europe",
        "source_pdf_page": 75,
        "texas_spotlight": false
      },
      {
        "source_position": 300,
        "title": "Global Chamber Wisconsin",
        "label": "Wisconsin",
        "source_pdf_page": 75,
        "texas_spotlight": false
      },
      {
        "source_position": 301,
        "title": "Global Chamber Morocco",
        "label": "Morocco",
        "source_pdf_page": 76,
        "texas_spotlight": false
      },
      {
        "source_position": 302,
        "title": "Global Chamber Virginia",
        "label": "Virginia",
        "source_pdf_page": 76,
        "texas_spotlight": false
      },
      {
        "source_position": 303,
        "title": "Global Chamber AI and Technology Group",
        "label": "AI and Technology Group",
        "source_pdf_page": 76,
        "texas_spotlight": false
      },
      {
        "source_position": 304,
        "title": "Global Chamber Export League",
        "label": "Export League",
        "source_pdf_page": 76,
        "texas_spotlight": false
      },
      {
        "source_position": 305,
        "title": "Global Chamber Manufacturing Group",
        "label": "Manufacturing Group",
        "source_pdf_page": 77,
        "texas_spotlight": false
      },
      {
        "source_position": 306,
        "title": "Global Chamber Agriculture and Agtech",
        "label": "Agriculture and Agtech",
        "source_pdf_page": 77,
        "texas_spotlight": false
      },
      {
        "source_position": 307,
        "title": "Global Chamber Music Industry Group",
        "label": "Music Industry Group",
        "source_pdf_page": 77,
        "texas_spotlight": false
      },
      {
        "source_position": 308,
        "title": "Global Chamber Mining and Critical Minerals",
        "label": "Mining and Critical Minerals",
        "source_pdf_page": 77,
        "texas_spotlight": false
      }
    ]
  },
  "coverage": {
    "gc_calendar_rows": 2895,
    "gc_program_title_date_groups": 2874,
    "gc_groups_with_title_topic": 1143,
    "chapter_source_categories": 72,
    "topic_labels": 31,
    "gc_groups_with_unique_registration_match": 2162
  },
  "methods": {
    "program_groups": "Historical Global Chamber-labelled calendar rows grouped by whitespace-normalized, case-folded title and ISO event date. These are analytic groups, not upstream event IDs. GC categories start with GC-space or equal Globinar or Global Chamber HQ.",
    "chapter_ranking": "Group within each source chapter category. Exclude GC Cross Metro Meetup, Globinar and HQ from the chapter comparison. Rank only the 72 observed chapter categories. Category is not verified hosting or complete chapter coverage.",
    "topic_ranking": "Preserved literal event-title topic tags. Count each title/date group once per tag. Registration totals include uniquely matched attendee-role records only. Tags overlap and untagged groups remain unclassified.",
    "rank_ties": "Competition ranks: 1, 2, 2, 4. Alphabetical display within ties. Unknown registration totals remain null when no groups are uniquely matched. Source country-report positions are retained separately.",
    "audience_periods": "The earlier country report and October video-level export have different scopes. No merging of their totals. The country report does not state an exact end date.",
    "membership": "Account membership tags and contact continuity are descriptive source fields. They do not establish paid membership, membership at historical events, retention, renewals or revenue.",
    "landing_positions": "Positions and full listing preserved from all 308 landing-page records across 77 populated PDF pages. The denominator includes geographic, program, resource, legacy and copy entries; it is not a chapter count. Unlabeled numerical columns and unspecified reporting period prohibit interpreting these positions as visitor or traffic performance ranks.",
    "privacy": "Only aggregate data are published. No email addresses, account identifiers, individual contacts, opt-out details or hidden directory identities are included."
  },
  "source_packages": [
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    },
    {
      "file": "Global_Chamber_Audience_Reconciliation_V1_0_0(1).zip",
      "sha256": "ef110a4d532f2be2b97973c800889ae6177391e48e06ab640a669224b0b248ad"
    },
    {
      "file": "Global_Chamber_API_V112(1).zip",
      "sha256": "2d776e885292ed52a612f70797d4269df71472b7d553ffab80e4e6cb867b9d7a"
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    {
      "file": "Global_Chamber_Landing_Page_Rankings (1).csv",
      "sha256": "1faafc2dccf1b2efa0933ae949e0467bb918503bdeb80d921d572e9513ff2431"
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  "verification": {
    "source_hashes_match_activity_release": true,
    "chapter_group_counts_match_source_summary": true,
    "historical_repeat_contact_counts_match_source_summary": true,
    "raw_private_records_published": false
  }
}
