{
 "meta": {
  "dataset": "Subscriber history — @Fraction_AI",
  "channel": "https://tgregister.com/channel/Fraction_AI",
  "retrieved_at": "2026-08-30T14:54:38.423Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 23,
  "window": {
   "from": "2026-08-07T15:57:51.618Z",
   "to": "2026-08-30T12:47:10.148Z"
  },
  "columns": {
   "ts": "when this reading was taken, UTC",
   "subscribers": "the count read (or, for source 3, carried over) — see source below",
   "source": {
    "0": "sweep.py — t.me/<name> profile page",
    "1": "promote.py — Bot API getChat",
    "2": "resolve.py — MTProto",
    "3": "spromote.py — t.me/s/<name> post preview (figure carried over from an earlier profile read, not the preview’s own rounded header)",
    "4": "remeasure.py — t.me/<name> profile page, re-read on a schedule"
   }
  },
  "note": "Snapshots are written only when a reading changes: a gap in ts means \"no change observed between readings\", never \"not measured\" and never \"interpolated\". Readings from different sources are separate lineages that do not confirm one another — subtracting across them can attribute a change to a period nothing was actually read in. Full method: https://tgregister.com/methodology#measuring"
 },
 "rows": [
  {
   "ts": "2026-08-07T15:57:51.618Z",
   "subscribers": 15985,
   "source": 0
  },
  {
   "ts": "2026-08-07T21:10:29.046Z",
   "subscribers": 15986,
   "source": 4
  },
  {
   "ts": "2026-08-08T20:52:49.677Z",
   "subscribers": 15903,
   "source": 4
  },
  {
   "ts": "2026-08-09T22:31:47.412Z",
   "subscribers": 15841,
   "source": 4
  },
  {
   "ts": "2026-08-10T22:27:40.952Z",
   "subscribers": 15795,
   "source": 4
  },
  {
   "ts": "2026-08-11T19:52:15.412Z",
   "subscribers": 15673,
   "source": 4
  },
  {
   "ts": "2026-08-12T23:14:14.030Z",
   "subscribers": 15517,
   "source": 4
  },
  {
   "ts": "2026-08-14T10:16:43.762Z",
   "subscribers": 15374,
   "source": 4
  },
  {
   "ts": "2026-08-15T18:16:42.382Z",
   "subscribers": 15285,
   "source": 4
  },
  {
   "ts": "2026-08-17T09:44:45.194Z",
   "subscribers": 15087,
   "source": 4
  },
  {
   "ts": "2026-08-18T11:03:49.587Z",
   "subscribers": 14948,
   "source": 4
  },
  {
   "ts": "2026-08-18T20:58:24.089Z",
   "subscribers": 14948,
   "source": 1
  },
  {
   "ts": "2026-08-19T10:14:27.872Z",
   "subscribers": 14849,
   "source": 4
  },
  {
   "ts": "2026-08-20T13:15:18.621Z",
   "subscribers": 14827,
   "source": 4
  },
  {
   "ts": "2026-08-21T10:13:56.361Z",
   "subscribers": 14807,
   "source": 4
  },
  {
   "ts": "2026-08-22T22:59:19.448Z",
   "subscribers": 14793,
   "source": 4
  },
  {
   "ts": "2026-08-24T12:11:49.146Z",
   "subscribers": 14756,
   "source": 4
  },
  {
   "ts": "2026-08-25T10:38:07.930Z",
   "subscribers": 14712,
   "source": 4
  },
  {
   "ts": "2026-08-26T12:58:23.059Z",
   "subscribers": 14677,
   "source": 4
  },
  {
   "ts": "2026-08-27T15:17:33.855Z",
   "subscribers": 14669,
   "source": 4
  },
  {
   "ts": "2026-08-28T15:24:25.190Z",
   "subscribers": 14647,
   "source": 4
  },
  {
   "ts": "2026-08-29T13:14:22.235Z",
   "subscribers": 14626,
   "source": 4
  },
  {
   "ts": "2026-08-30T12:47:10.148Z",
   "subscribers": 14595,
   "source": 4
  }
 ]
}