{
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    {
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      "published_at": "2026-09-30T16:31:32.492+00:00",
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      "observed_age_h": 47.90830117666667,
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      "views": 1607,
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      "account_handle": "getsweatai",
      "published_at": "2026-09-29T23:02:40.58+00:00",
      "captured_at": "2026-10-01T22:52:10.43539+00:00",
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      "views": 1421,
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    {
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      "title": "He promised to double your money. With postage stamps.",
      "platform": "instagram",
      "account_handle": "getsweatai",
      "published_at": "2026-09-29T12:32:23.994+00:00",
      "captured_at": "2026-10-01T12:58:10.924358+00:00",
      "observed_age_h": 48.429702877222226,
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      "views": 1415,
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      "title": "He printed his own money. With his own face on it.",
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      "snapshot_id": 20641,
      "label": "He printed his own money. With his own face on it.",
      "title": "He printed his own money. With his own face on it.",
      "platform": "tiktok",
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      "label": "Anna Delvey faked a sixty-million-euro fortune in Microsoft Word",
      "title": "Anna Delvey faked a sixty-million-euro fortune in Microsoft Word",
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      "label": "Anna Delvey faked a sixty-million-euro fortune in Microsoft Word",
      "title": "Anna Delvey faked a sixty-million-euro fortune in Microsoft Word",
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      "account_handle": "@getsweatai",
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    "warning": "Different platform deliveries of the same Anna Delvey film. Null in stored row means unreported in that reading, not zero or proof that the provider never supports the field."
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    "label": "A factory worker spent sixty years as Princess Anastasia.",
    "title": "A factory worker spent sixty years as Princess Anastasia.",
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    "published_at": "2026-10-15T12:32:01.441+00:00",
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      "avg_view_pct": 45.353923647932135,
      "runtime_source": "post.metadata.duration_s"
    },
    {
      "snapshot_id": 17806,
      "label": "Howard Hughes's autobiography was written by a man he never met.",
      "title": "Howard Hughes's autobiography was written by a man he never met.",
      "platform": "instagram",
      "account_handle": "getsweatai",
      "published_at": "2026-10-14T23:02:11.982+00:00",
      "captured_at": "2026-10-16T22:29:34.965157+00:00",
      "observed_age_h": 47.45638421027778,
      "checkpoint_h": 48,
      "public_url": "https://www.instagram.com/reel/Defg_-sj699/",
      "views": 33,
      "shares": 0,
      "avg_watch_s": 11.532,
      "duration_s": 69.909,
      "avg_view_pct": 16.49573016349826,
      "runtime_source": "post.metadata.duration_s"
    }
  ],
  "cohort_count": 42,
  "checkpoint": {
    "target_age_h": 48,
    "tolerance_h": 2,
    "accepted_observed_age_h": [
      46,
      50
    ],
    "maturity_rule": "Publication plus 48 hours must be at or before the frozen source cutoff.",
    "capture_selection": "Nearest original capture to 48 hours; ties use earlier capture time, then smaller numeric source snapshot ID.",
    "comparison_scope": {
      "platform": "instagram",
      "account_handle": "getsweatai",
      "unit": "One published platform delivery with an observed checkpoint, non-null views and average watch.",
      "top_n": 4,
      "rank_by": "views descending; private source target ID breaks ties. No views tie affects the selected four or its boundary."
    },
    "publication_range": {
      "first": "2026-09-27T16:03:19+00:00",
      "last": "2026-10-20T16:31:25.969+00:00"
    }
  },
  "source": {
    "kind": "Frozen first-party social metrics export",
    "cutoff": "2026-10-22T17:50:48.953Z",
    "gzip_sha256": "70f856f52210af944e66dc0570aff5d71938fd6948b65c0afb536f6e10232ec1",
    "checkpoint_input_sha256": "e381d143df121b54163c36af1caf5af950f114b5674ac237d4019d71ff82afcd",
    "verification": "All 42 comparison checkpoint rows, the four selected rows, sharing/zero/missing examples and all 66 retention points reconciled to source rows.",
    "public_row_fields": [
      "snapshot_id",
      "label",
      "title",
      "platform",
      "account_handle",
      "published_at",
      "captured_at",
      "observed_age_h",
      "checkpoint_h",
      "public_url",
      "views",
      "shares",
      "avg_watch_s",
      "duration_s",
      "avg_view_pct",
      "runtime_source"
    ],
    "redactions": "No organization, account, post, target or release UUIDs; raw provider response bodies, private paths and URL queries omitted. Original numeric snapshot IDs retained for traceability."
  },
  "limitations": [
    "This is a frozen export at the stated cutoff, not live data.",
    "The comparison is one Instagram account at approximately the same publication age, not a cross-platform audience comparison.",
    "The four films are selected by views from the 42 eligible rows. Differences among these four are descriptive and do not generalize automatically to the full cohort.",
    "Distribution is unknown; these rows are not established as organic or comparable in paid exposure.",
    "Views are counters, not unique people.",
    "Average watch divided by runtime is a ratio of aggregates; it is not the completed-plays rate. Comparison runtimes use post metadata because these source snapshots do not report runtime.",
    "Capture age is the time the metric was read, not a provider reporting-data-through guarantee.",
    "The retention curve sample size is not supplied; its view counter must not be substituted as the denominator. No causal editing recommendation or significance claim follows from one curve.",
    "The two sharing readings have different timestamps. The deliberately mixed result is a counterexample, not a third source reading.",
    "Zero shares and missing shares remain distinct; the zero/missing example uses different platform deliveries of one film."
  ]
}
