{
 "meta": {
  "dataset": "Subscriber history — @AI_DeepLearning",
  "channel": "https://tgregister.com/channel/AI_DeepLearning",
  "retrieved_at": "2026-09-11T18:09:06.186Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 27,
  "window": {
   "from": "2026-08-06T14:22:46.667Z",
   "to": "2026-09-11T02:19:41.953Z"
  },
  "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": "2026-08-06T14:22:46.667Z",
   "subscribers": 17038,
   "source": 3
  },
  {
   "ts": "2026-08-07T04:26:02.403Z",
   "subscribers": 17036,
   "source": 4
  },
  {
   "ts": "2026-08-08T06:53:01.209Z",
   "subscribers": 17039,
   "source": 4
  },
  {
   "ts": "2026-08-09T07:14:20.332Z",
   "subscribers": 17041,
   "source": 4
  },
  {
   "ts": "2026-08-10T07:31:10.515Z",
   "subscribers": 17037,
   "source": 4
  },
  {
   "ts": "2026-08-11T06:48:46.491Z",
   "subscribers": 17035,
   "source": 4
  },
  {
   "ts": "2026-08-12T07:32:08.098Z",
   "subscribers": 17039,
   "source": 4
  },
  {
   "ts": "2026-08-13T07:15:29.723Z",
   "subscribers": 17031,
   "source": 4
  },
  {
   "ts": "2026-08-14T17:34:51.210Z",
   "subscribers": 17027,
   "source": 4
  },
  {
   "ts": "2026-08-16T05:16:09.711Z",
   "subscribers": 17023,
   "source": 4
  },
  {
   "ts": "2026-08-17T13:59:00.441Z",
   "subscribers": 17016,
   "source": 4
  },
  {
   "ts": "2026-08-18T10:43:54.630Z",
   "subscribers": 17015,
   "source": 4
  },
  {
   "ts": "2026-08-19T14:16:22.568Z",
   "subscribers": 17007,
   "source": 4
  },
  {
   "ts": "2026-08-20T16:08:20.619Z",
   "subscribers": 17013,
   "source": 4
  },
  {
   "ts": "2026-08-22T00:14:20.915Z",
   "subscribers": 17010,
   "source": 4
  },
  {
   "ts": "2026-08-23T18:12:50.797Z",
   "subscribers": 17009,
   "source": 4
  },
  {
   "ts": "2026-08-25T03:46:44.311Z",
   "subscribers": 17012,
   "source": 4
  },
  {
   "ts": "2026-08-26T01:58:24.827Z",
   "subscribers": 17021,
   "source": 4
  },
  {
   "ts": "2026-08-27T03:08:59.843Z",
   "subscribers": 17027,
   "source": 4
  },
  {
   "ts": "2026-08-28T04:18:17.693Z",
   "subscribers": 17026,
   "source": 4
  },
  {
   "ts": "2026-08-29T23:14:28.980Z",
   "subscribers": 17031,
   "source": 4
  },
  {
   "ts": "2026-09-01T04:17:45.243Z",
   "subscribers": 17030,
   "source": 4
  },
  {
   "ts": "2026-09-02T03:43:39.160Z",
   "subscribers": 17029,
   "source": 4
  },
  {
   "ts": "2026-09-03T10:02:58.612Z",
   "subscribers": 17033,
   "source": 4
  },
  {
   "ts": "2026-09-05T00:36:52.224Z",
   "subscribers": 17035,
   "source": 4
  },
  {
   "ts": "2026-09-08T02:41:26.055Z",
   "subscribers": 17029,
   "source": 4
  },
  {
   "ts": "2026-09-11T02:19:41.953Z",
   "subscribers": 17025,
   "source": 4
  }
 ]
}