{
 "meta": {
  "dataset": "Subscriber history — @Machine_learn",
  "channel": "https://tgregister.com/channel/Machine_learn",
  "retrieved_at": "2026-09-06T15:57:59.551Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 29,
  "window": {
   "from": "2026-08-06T05:15:19.445Z",
   "to": "2026-09-06T09:37:41.700Z"
  },
  "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": "2026-08-06T05:15:19.445Z",
   "subscribers": 24475,
   "source": 3
  },
  {
   "ts": "2026-08-06T13:24:47.898Z",
   "subscribers": 24473,
   "source": 4
  },
  {
   "ts": "2026-08-07T13:24:00.659Z",
   "subscribers": 24470,
   "source": 4
  },
  {
   "ts": "2026-08-08T14:53:44.017Z",
   "subscribers": 24480,
   "source": 4
  },
  {
   "ts": "2026-08-09T17:41:59.205Z",
   "subscribers": 24478,
   "source": 4
  },
  {
   "ts": "2026-08-10T16:31:19.741Z",
   "subscribers": 24477,
   "source": 4
  },
  {
   "ts": "2026-08-11T14:12:01.874Z",
   "subscribers": 24471,
   "source": 4
  },
  {
   "ts": "2026-08-12T13:48:40.198Z",
   "subscribers": 24466,
   "source": 4
  },
  {
   "ts": "2026-08-13T11:26:59.924Z",
   "subscribers": 24459,
   "source": 4
  },
  {
   "ts": "2026-08-14T19:05:42.153Z",
   "subscribers": 24455,
   "source": 4
  },
  {
   "ts": "2026-08-16T06:17:54.849Z",
   "subscribers": 24460,
   "source": 4
  },
  {
   "ts": "2026-08-17T12:48:36.798Z",
   "subscribers": 24466,
   "source": 4
  },
  {
   "ts": "2026-08-18T11:43:42.490Z",
   "subscribers": 24457,
   "source": 4
  },
  {
   "ts": "2026-08-19T09:56:09.811Z",
   "subscribers": 24460,
   "source": 4
  },
  {
   "ts": "2026-08-20T08:42:08.585Z",
   "subscribers": 24464,
   "source": 4
  },
  {
   "ts": "2026-08-21T09:28:11.249Z",
   "subscribers": 24462,
   "source": 4
  },
  {
   "ts": "2026-08-22T21:36:17.830Z",
   "subscribers": 24464,
   "source": 4
  },
  {
   "ts": "2026-08-24T11:23:45.309Z",
   "subscribers": 24459,
   "source": 4
  },
  {
   "ts": "2026-08-25T13:13:34.811Z",
   "subscribers": 24452,
   "source": 4
  },
  {
   "ts": "2026-08-26T12:06:58.789Z",
   "subscribers": 24444,
   "source": 4
  },
  {
   "ts": "2026-08-27T11:38:34.115Z",
   "subscribers": 24441,
   "source": 4
  },
  {
   "ts": "2026-08-28T09:43:00.855Z",
   "subscribers": 24440,
   "source": 4
  },
  {
   "ts": "2026-08-29T11:49:00.970Z",
   "subscribers": 24434,
   "source": 4
  },
  {
   "ts": "2026-08-30T13:47:55.824Z",
   "subscribers": 24428,
   "source": 4
  },
  {
   "ts": "2026-08-31T15:44:46.592Z",
   "subscribers": 24432,
   "source": 4
  },
  {
   "ts": "2026-09-01T15:04:52.659Z",
   "subscribers": 24434,
   "source": 4
  },
  {
   "ts": "2026-09-02T19:07:13.262Z",
   "subscribers": 24433,
   "source": 4
  },
  {
   "ts": "2026-09-04T01:41:37.280Z",
   "subscribers": 24428,
   "source": 4
  },
  {
   "ts": "2026-09-06T09:37:41.700Z",
   "subscribers": 24427,
   "source": 4
  }
 ]
}