{
 "meta": {
  "dataset": "Subscriber history — @VpFinancials",
  "channel": "https://tgregister.com/channel/VpFinancials",
  "retrieved_at": "2026-08-18T06:57:26.325Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 12,
  "window": {
   "from": "2026-08-06T17:45:01.239Z",
   "to": "2026-08-17T09:56:13.241Z"
  },
  "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": "2026-08-06T17:45:01.239Z",
   "subscribers": 72367,
   "source": 0
  },
  {
   "ts": "2026-08-06T22:23:53.786Z",
   "subscribers": 72361,
   "source": 4
  },
  {
   "ts": "2026-08-07T20:37:42.177Z",
   "subscribers": 72330,
   "source": 4
  },
  {
   "ts": "2026-08-08T21:20:40.521Z",
   "subscribers": 72308,
   "source": 4
  },
  {
   "ts": "2026-08-09T19:02:28.777Z",
   "subscribers": 72273,
   "source": 4
  },
  {
   "ts": "2026-08-10T19:14:34.033Z",
   "subscribers": 72207,
   "source": 4
  },
  {
   "ts": "2026-08-11T03:17:37.466Z",
   "subscribers": 72207,
   "source": 1
  },
  {
   "ts": "2026-08-11T22:41:59.245Z",
   "subscribers": 72155,
   "source": 4
  },
  {
   "ts": "2026-08-12T19:26:35.054Z",
   "subscribers": 72128,
   "source": 4
  },
  {
   "ts": "2026-08-14T01:58:18.992Z",
   "subscribers": 72083,
   "source": 4
  },
  {
   "ts": "2026-08-15T15:13:05.036Z",
   "subscribers": 71992,
   "source": 4
  },
  {
   "ts": "2026-08-17T09:56:13.241Z",
   "subscribers": 71904,
   "source": 4
  }
 ]
}
