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    "timestamp_received": "millisecond, floored; not stored: timestamp + recv_lag_ms",
    "twin_recv_delta_ns": "nanoseconds, a whole number of milliseconds"
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      "climate": 141989,
      "climate-science": 10029,
      "drought": 1037,
      "earthquakes": 10970,
      "germany": 98,
      "global-temp": 414,
      "highest-temperature": 3158367,
      "lowest-temperature": 389021,
      "mexico": 185,
      "natural-disaster": 3771,
      "pandemics": 692,
      "precipitation": 8803,
      "rain": 3301,
      "united-states": 4414,
      "volcano": 1
    },
    "world": {
      "(none)": 1017,
      "argentina": 10025,
      "brazil": 17272,
      "canada": 632,
      "china": 38,
      "economic-policy": 65317,
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      "foreign-policy": 1187,
      "forex": 5257,
      "france": 10423,
      "germany": 7008,
      "global-elections": 1291379,
      "global-rates": 27888,
      "hong-kong": 281,
      "italy": 186,
      "macro-indicators": 12352,
      "middle-east": 663,
      "nyc": 252,
      "oil": 681,
      "pandemics": 45,
      "south-korea": 12635,
      "trump-presidency": 2364,
      "uk": 1
    }
  },
  "tag_list_sha256": "1c81c469cb23514c29850913db7f4fa2fa1e21d8350c0381158cb6e908dd02b4",
  "thinning": "book-exact-repeat-v1",
  "twin_arrival_skew": "provenance",
  "twin_check": {
    "all_rows": 132054580,
    "columns": [
      "event_type",
      "timestamp_received",
      "sequence",
      "timestamp",
      "market",
      "asset_id",
      "best_bid",
      "best_ask",
      "spread",
      "bids",
      "asks",
      "price",
      "size",
      "side",
      "fee_rate_bps",
      "transaction_hash",
      "id",
      "assets_ids",
      "winning_asset_id",
      "winning_outcome",
      "outcomes",
      "question",
      "slug",
      "old_tick_size",
      "new_tick_size",
      "witness_set",
      "arrival_skew",
      "source_witness"
    ],
    "encoding": "twin-check-v1",
    "file": "2026-10-30T09.twin_check.parquet",
    "fingerprint": "sum mod 2^128 of sha256(row)[:16] read big-endian, lower-case hex",
    "group_by": [
      "category",
      "market",
      "event_type"
    ],
    "groups": 375499,
    "sets": {
      "all": [
        "all_rows",
        "all_fingerprint"
      ],
      "stored": [
        "stored_rows",
        "stored_fingerprint"
      ],
      "twin": [
        "twin_rows",
        "fingerprint"
      ]
    },
    "stored_rows": 68507143,
    "twin_rows": 63547437
  },
  "twin_recv_delta_ns": "provenance",
  "twin_seq_delta": "provenance",
  "uncategorised_row_share": 0.00181,
  "verification": {
    "note": "Covers each file listed in files[], each checked on its own; there is no whole-hour sha256 and no per-product byte range. This manifest and any file not listed in files[] need an external checksum (the archive's SHA256SUMS.txt, which does not list itself). A match shows the files agree with a manifest you trust, not that the manifest is authentic.",
    "primary": "sha256sum <file> == .files[].sha256 of the files[] entry whose file is <file>",
    "secondary": "byte size of <file> == .files[].size of the same entry (a supplementary check; the sha256 decides)"
  },
  "witness_stats": "2026-10-30T09.witness_stats.json",
  "witness_stats_sha256": "6074fcf63d608a762f3eb276d832b482cf15055c8cb475f9e24d6e1d008bd2b5",
  "witnesses": "iop",
  "writer_versions": null
}
