{
 "meta": {
  "dataset": "Subscriber history — @vf_tips",
  "channel": "https://tgregister.com/channel/vf_tips",
  "retrieved_at": "2026-09-09T23:44:26.569Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 28,
  "window": {
   "from": "2026-08-07T17:37:15.980Z",
   "to": "2026-09-07T09:17:22.003Z"
  },
  "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": "2026-08-07T17:37:15.980Z",
   "subscribers": 13872,
   "source": 0
  },
  {
   "ts": "2026-08-07T17:46:08.160Z",
   "subscribers": 13872,
   "source": 3
  },
  {
   "ts": "2026-08-08T16:31:47.023Z",
   "subscribers": 13861,
   "source": 4
  },
  {
   "ts": "2026-08-09T17:22:52.635Z",
   "subscribers": 13848,
   "source": 4
  },
  {
   "ts": "2026-08-10T16:27:13.865Z",
   "subscribers": 13840,
   "source": 4
  },
  {
   "ts": "2026-08-11T17:11:51.444Z",
   "subscribers": 13816,
   "source": 4
  },
  {
   "ts": "2026-08-12T16:35:11.699Z",
   "subscribers": 13797,
   "source": 4
  },
  {
   "ts": "2026-08-13T23:45:26.813Z",
   "subscribers": 13773,
   "source": 4
  },
  {
   "ts": "2026-08-15T12:57:52.212Z",
   "subscribers": 13747,
   "source": 4
  },
  {
   "ts": "2026-08-16T20:07:58.874Z",
   "subscribers": 13726,
   "source": 4
  },
  {
   "ts": "2026-08-17T22:43:24.642Z",
   "subscribers": 13706,
   "source": 4
  },
  {
   "ts": "2026-08-18T21:46:59.206Z",
   "subscribers": 13693,
   "source": 4
  },
  {
   "ts": "2026-08-19T20:02:46.597Z",
   "subscribers": 13684,
   "source": 4
  },
  {
   "ts": "2026-08-20T17:24:13.907Z",
   "subscribers": 13677,
   "source": 4
  },
  {
   "ts": "2026-08-22T04:25:49.190Z",
   "subscribers": 13652,
   "source": 4
  },
  {
   "ts": "2026-08-23T19:59:34.945Z",
   "subscribers": 13624,
   "source": 4
  },
  {
   "ts": "2026-08-25T03:54:09.138Z",
   "subscribers": 13603,
   "source": 4
  },
  {
   "ts": "2026-08-26T02:53:25.969Z",
   "subscribers": 13588,
   "source": 4
  },
  {
   "ts": "2026-08-26T23:58:35.936Z",
   "subscribers": 13579,
   "source": 4
  },
  {
   "ts": "2026-08-27T22:34:57.198Z",
   "subscribers": 13573,
   "source": 4
  },
  {
   "ts": "2026-08-28T22:36:24.947Z",
   "subscribers": 13556,
   "source": 4
  },
  {
   "ts": "2026-08-29T21:43:04.966Z",
   "subscribers": 13542,
   "source": 4
  },
  {
   "ts": "2026-08-30T21:34:56.609Z",
   "subscribers": 13528,
   "source": 4
  },
  {
   "ts": "2026-08-31T20:28:52.505Z",
   "subscribers": 13512,
   "source": 4
  },
  {
   "ts": "2026-09-01T22:45:24.485Z",
   "subscribers": 13492,
   "source": 4
  },
  {
   "ts": "2026-09-02T22:34:12.135Z",
   "subscribers": 13474,
   "source": 4
  },
  {
   "ts": "2026-09-04T12:38:22.699Z",
   "subscribers": 13454,
   "source": 4
  },
  {
   "ts": "2026-09-07T09:17:22.003Z",
   "subscribers": 13421,
   "source": 4
  }
 ]
}
