{
 "meta": {
  "dataset": "Subscriber history — @dkdirecting",
  "channel": "https://tgregister.com/channel/dkdirecting",
  "retrieved_at": "2026-09-04T03:03:27.522Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 10,
  "window": {
   "from": "2026-08-07T10:45:57.568Z",
   "to": "2026-09-01T02:49:08.553Z"
  },
  "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": "2026-08-07T10:45:57.568Z",
   "subscribers": 4446,
   "source": 3
  },
  {
   "ts": "2026-08-07T15:07:33.021Z",
   "subscribers": 4442,
   "source": 4
  },
  {
   "ts": "2026-08-10T08:23:15.955Z",
   "subscribers": 4431,
   "source": 4
  },
  {
   "ts": "2026-08-13T04:36:54.144Z",
   "subscribers": 4424,
   "source": 4
  },
  {
   "ts": "2026-08-16T20:54:20.782Z",
   "subscribers": 4423,
   "source": 4
  },
  {
   "ts": "2026-08-19T18:27:16.806Z",
   "subscribers": 4419,
   "source": 4
  },
  {
   "ts": "2026-08-23T12:39:15.619Z",
   "subscribers": 4417,
   "source": 4
  },
  {
   "ts": "2026-08-26T17:12:29.511Z",
   "subscribers": 4414,
   "source": 4
  },
  {
   "ts": "2026-08-29T08:06:20.767Z",
   "subscribers": 4411,
   "source": 4
  },
  {
   "ts": "2026-09-01T02:49:08.553Z",
   "subscribers": 4409,
   "source": 4
  }
 ]
}