{
 "meta": {
  "dataset": "Subscriber history — @pythonadvisorai",
  "channel": "https://tgregister.com/channel/pythonadvisorai",
  "retrieved_at": "2026-08-23T06:06:44.516Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 16,
  "window": {
   "from": "2026-08-07T10:00:49.970Z",
   "to": "2026-08-22T23:54:13.698Z"
  },
  "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": "2026-08-07T10:00:49.970Z",
   "subscribers": 32797,
   "source": 0
  },
  {
   "ts": "2026-08-08T13:30:57.891Z",
   "subscribers": 32778,
   "source": 4
  },
  {
   "ts": "2026-08-09T17:01:32.926Z",
   "subscribers": 32757,
   "source": 4
  },
  {
   "ts": "2026-08-10T16:32:19.393Z",
   "subscribers": 32738,
   "source": 4
  },
  {
   "ts": "2026-08-11T18:28:21.408Z",
   "subscribers": 32716,
   "source": 4
  },
  {
   "ts": "2026-08-12T16:35:08.132Z",
   "subscribers": 32703,
   "source": 4
  },
  {
   "ts": "2026-08-13T13:06:40.078Z",
   "subscribers": 32693,
   "source": 4
  },
  {
   "ts": "2026-08-13T20:09:33.284Z",
   "subscribers": 32693,
   "source": 1
  },
  {
   "ts": "2026-08-14T21:58:34.319Z",
   "subscribers": 32682,
   "source": 4
  },
  {
   "ts": "2026-08-16T15:03:56.710Z",
   "subscribers": 32642,
   "source": 4
  },
  {
   "ts": "2026-08-17T17:39:05.168Z",
   "subscribers": 32627,
   "source": 4
  },
  {
   "ts": "2026-08-18T17:43:14.246Z",
   "subscribers": 32617,
   "source": 4
  },
  {
   "ts": "2026-08-19T16:34:07.284Z",
   "subscribers": 32603,
   "source": 4
  },
  {
   "ts": "2026-08-20T18:02:58.304Z",
   "subscribers": 32587,
   "source": 4
  },
  {
   "ts": "2026-08-21T16:38:01.805Z",
   "subscribers": 32579,
   "source": 4
  },
  {
   "ts": "2026-08-22T23:54:13.698Z",
   "subscribers": 32566,
   "source": 4
  }
 ]
}