{
 "meta": {
  "dataset": "Subscriber history — @vip_python_vip",
  "channel": "https://tgregister.com/channel/vip_python_vip",
  "retrieved_at": "2026-09-02T23:16:59.610Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 24,
  "window": {
   "from": "2026-08-06T02:33:37.868Z",
   "to": "2026-09-02T05:38:54.259Z"
  },
  "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": "2026-08-06T02:33:37.868Z",
   "subscribers": 10879,
   "source": 0
  },
  {
   "ts": "2026-08-06T02:46:12.537Z",
   "subscribers": 10879,
   "source": 3
  },
  {
   "ts": "2026-08-07T12:44:32.712Z",
   "subscribers": 10877,
   "source": 4
  },
  {
   "ts": "2026-08-08T14:30:40.821Z",
   "subscribers": 10879,
   "source": 4
  },
  {
   "ts": "2026-08-09T16:05:45.639Z",
   "subscribers": 10871,
   "source": 4
  },
  {
   "ts": "2026-08-10T16:41:55.826Z",
   "subscribers": 10866,
   "source": 4
  },
  {
   "ts": "2026-08-11T13:55:44.879Z",
   "subscribers": 10861,
   "source": 4
  },
  {
   "ts": "2026-08-12T14:25:12.002Z",
   "subscribers": 10857,
   "source": 4
  },
  {
   "ts": "2026-08-13T11:35:13.322Z",
   "subscribers": 10853,
   "source": 4
  },
  {
   "ts": "2026-08-14T21:16:20.374Z",
   "subscribers": 10850,
   "source": 4
  },
  {
   "ts": "2026-08-16T16:16:49.930Z",
   "subscribers": 10847,
   "source": 4
  },
  {
   "ts": "2026-08-17T18:08:55.813Z",
   "subscribers": 10841,
   "source": 4
  },
  {
   "ts": "2026-08-18T16:42:53.433Z",
   "subscribers": 10836,
   "source": 4
  },
  {
   "ts": "2026-08-19T19:36:33.142Z",
   "subscribers": 10830,
   "source": 4
  },
  {
   "ts": "2026-08-20T22:46:09.231Z",
   "subscribers": 10829,
   "source": 4
  },
  {
   "ts": "2026-08-22T02:07:19.218Z",
   "subscribers": 10821,
   "source": 4
  },
  {
   "ts": "2026-08-23T15:05:59.204Z",
   "subscribers": 10817,
   "source": 4
  },
  {
   "ts": "2026-08-25T02:44:46.722Z",
   "subscribers": 10811,
   "source": 4
  },
  {
   "ts": "2026-08-26T05:12:44.300Z",
   "subscribers": 10805,
   "source": 4
  },
  {
   "ts": "2026-08-28T04:05:05.466Z",
   "subscribers": 10804,
   "source": 4
  },
  {
   "ts": "2026-08-29T01:45:55.803Z",
   "subscribers": 10797,
   "source": 4
  },
  {
   "ts": "2026-08-31T06:43:33.680Z",
   "subscribers": 10792,
   "source": 4
  },
  {
   "ts": "2026-09-01T05:16:50.598Z",
   "subscribers": 10791,
   "source": 4
  },
  {
   "ts": "2026-09-02T05:38:54.259Z",
   "subscribers": 10786,
   "source": 4
  }
 ]
}