{
 "meta": {
  "dataset": "Subscriber history — @Machinelearning_Jobs",
  "channel": "https://tgregister.com/channel/Machinelearning_Jobs",
  "retrieved_at": "2026-08-23T17:58:55.148Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 15,
  "window": {
   "from": "2026-08-07T08:26:33.750Z",
   "to": "2026-08-22T17:02:56.230Z"
  },
  "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": "2026-08-07T08:26:33.750Z",
   "subscribers": 12333,
   "source": 0
  },
  {
   "ts": "2026-08-08T11:53:24.258Z",
   "subscribers": 12332,
   "source": 4
  },
  {
   "ts": "2026-08-09T12:38:47.423Z",
   "subscribers": 12336,
   "source": 4
  },
  {
   "ts": "2026-08-10T14:04:51.322Z",
   "subscribers": 12331,
   "source": 4
  },
  {
   "ts": "2026-08-11T11:45:45.629Z",
   "subscribers": 12330,
   "source": 4
  },
  {
   "ts": "2026-08-12T10:48:57.763Z",
   "subscribers": 12328,
   "source": 4
  },
  {
   "ts": "2026-08-14T15:38:04.861Z",
   "subscribers": 12326,
   "source": 4
  },
  {
   "ts": "2026-08-16T07:07:31.192Z",
   "subscribers": 12328,
   "source": 4
  },
  {
   "ts": "2026-08-17T14:38:58.227Z",
   "subscribers": 12333,
   "source": 4
  },
  {
   "ts": "2026-08-18T14:52:30.807Z",
   "subscribers": 12342,
   "source": 4
  },
  {
   "ts": "2026-08-19T11:25:54.854Z",
   "subscribers": 12349,
   "source": 4
  },
  {
   "ts": "2026-08-20T09:12:03.474Z",
   "subscribers": 12353,
   "source": 4
  },
  {
   "ts": "2026-08-20T19:58:01.267Z",
   "subscribers": 12353,
   "source": 1
  },
  {
   "ts": "2026-08-21T11:04:07.016Z",
   "subscribers": 12355,
   "source": 4
  },
  {
   "ts": "2026-08-22T17:02:56.230Z",
   "subscribers": 12367,
   "source": 4
  }
 ]
}