{
 "meta": {
  "dataset": "Subscriber history — @mmmmul34",
  "channel": "https://tgregister.com/channel/mmmmul34",
  "retrieved_at": "2026-09-11T19:29:59.997Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 30,
  "window": {
   "from": "2026-08-07T15:10:00.190Z",
   "to": "2026-09-11T07:18:51.141Z"
  },
  "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": "2026-08-07T15:10:00.190Z",
   "subscribers": 14809,
   "source": 0
  },
  {
   "ts": "2026-08-08T05:45:48.954Z",
   "subscribers": 14889,
   "source": 4
  },
  {
   "ts": "2026-08-09T02:21:07.076Z",
   "subscribers": 14988,
   "source": 4
  },
  {
   "ts": "2026-08-10T01:41:30.468Z",
   "subscribers": 15046,
   "source": 4
  },
  {
   "ts": "2026-08-11T02:38:42.069Z",
   "subscribers": 15187,
   "source": 4
  },
  {
   "ts": "2026-08-11T23:52:05.318Z",
   "subscribers": 15274,
   "source": 4
  },
  {
   "ts": "2026-08-12T21:57:20.958Z",
   "subscribers": 15317,
   "source": 4
  },
  {
   "ts": "2026-08-14T09:25:14.009Z",
   "subscribers": 15443,
   "source": 4
  },
  {
   "ts": "2026-08-15T18:03:23.856Z",
   "subscribers": 15516,
   "source": 4
  },
  {
   "ts": "2026-08-17T09:58:23.313Z",
   "subscribers": 15636,
   "source": 4
  },
  {
   "ts": "2026-08-18T06:52:02.655Z",
   "subscribers": 15694,
   "source": 4
  },
  {
   "ts": "2026-08-18T17:28:07.547Z",
   "subscribers": 15694,
   "source": 1
  },
  {
   "ts": "2026-08-19T04:47:23.461Z",
   "subscribers": 15764,
   "source": 4
  },
  {
   "ts": "2026-08-20T03:11:52.722Z",
   "subscribers": 15754,
   "source": 4
  },
  {
   "ts": "2026-08-21T02:34:28.239Z",
   "subscribers": 15707,
   "source": 4
  },
  {
   "ts": "2026-08-22T10:08:36.781Z",
   "subscribers": 15722,
   "source": 4
  },
  {
   "ts": "2026-08-24T02:58:40.013Z",
   "subscribers": 15843,
   "source": 4
  },
  {
   "ts": "2026-08-25T05:13:11.599Z",
   "subscribers": 15892,
   "source": 4
  },
  {
   "ts": "2026-08-26T06:32:39.289Z",
   "subscribers": 15915,
   "source": 4
  },
  {
   "ts": "2026-08-27T04:34:23.784Z",
   "subscribers": 15921,
   "source": 4
  },
  {
   "ts": "2026-08-28T04:56:21.884Z",
   "subscribers": 15925,
   "source": 4
  },
  {
   "ts": "2026-08-29T04:55:54.068Z",
   "subscribers": 15924,
   "source": 4
  },
  {
   "ts": "2026-08-30T03:47:38.064Z",
   "subscribers": 15951,
   "source": 4
  },
  {
   "ts": "2026-08-31T04:48:20.881Z",
   "subscribers": 15971,
   "source": 4
  },
  {
   "ts": "2026-09-01T05:06:10.976Z",
   "subscribers": 15944,
   "source": 4
  },
  {
   "ts": "2026-09-02T07:05:08.583Z",
   "subscribers": 15934,
   "source": 4
  },
  {
   "ts": "2026-09-03T09:42:51.847Z",
   "subscribers": 15929,
   "source": 4
  },
  {
   "ts": "2026-09-05T00:42:19.569Z",
   "subscribers": 15882,
   "source": 4
  },
  {
   "ts": "2026-09-08T09:20:49.857Z",
   "subscribers": 15903,
   "source": 4
  },
  {
   "ts": "2026-09-11T07:18:51.141Z",
   "subscribers": 15901,
   "source": 4
  }
 ]
}
