{
 "meta": {
  "dataset": "Subscriber history — @machinee_learning",
  "channel": "https://tgregister.com/channel/machinee_learning",
  "retrieved_at": "2026-09-02T22:47:02.989Z",
  "licence": "CC BY 4.0 — attribute to tgregister.com",
  "n_readings": 25,
  "window": {
   "from": "2026-08-06T12:53:19.834Z",
   "to": "2026-09-02T15:39:35.588Z"
  },
  "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": "2026-08-06T12:53:19.834Z",
   "subscribers": 10574,
   "source": 0
  },
  {
   "ts": "2026-08-06T20:23:54.618Z",
   "subscribers": 10573,
   "source": 4
  },
  {
   "ts": "2026-08-07T22:36:41.674Z",
   "subscribers": 10576,
   "source": 4
  },
  {
   "ts": "2026-08-08T23:51:28.234Z",
   "subscribers": 10575,
   "source": 4
  },
  {
   "ts": "2026-08-10T00:28:41.824Z",
   "subscribers": 10568,
   "source": 4
  },
  {
   "ts": "2026-08-11T01:51:17.341Z",
   "subscribers": 10566,
   "source": 4
  },
  {
   "ts": "2026-08-11T22:32:17.750Z",
   "subscribers": 10565,
   "source": 4
  },
  {
   "ts": "2026-08-12T19:43:45.463Z",
   "subscribers": 10560,
   "source": 4
  },
  {
   "ts": "2026-08-14T05:17:32.910Z",
   "subscribers": 10564,
   "source": 4
  },
  {
   "ts": "2026-08-15T13:27:27.220Z",
   "subscribers": 10575,
   "source": 4
  },
  {
   "ts": "2026-08-16T22:26:19.190Z",
   "subscribers": 10567,
   "source": 4
  },
  {
   "ts": "2026-08-18T00:33:18.530Z",
   "subscribers": 10571,
   "source": 4
  },
  {
   "ts": "2026-08-18T21:45:34.753Z",
   "subscribers": 10576,
   "source": 4
  },
  {
   "ts": "2026-08-19T19:52:33.352Z",
   "subscribers": 10580,
   "source": 4
  },
  {
   "ts": "2026-08-20T19:44:54.822Z",
   "subscribers": 10581,
   "source": 4
  },
  {
   "ts": "2026-08-21T21:18:36.962Z",
   "subscribers": 10596,
   "source": 4
  },
  {
   "ts": "2026-08-22T10:46:15.116Z",
   "subscribers": 10596,
   "source": 1
  },
  {
   "ts": "2026-08-23T12:22:04.664Z",
   "subscribers": 10604,
   "source": 4
  },
  {
   "ts": "2026-08-24T22:42:55.974Z",
   "subscribers": 10607,
   "source": 4
  },
  {
   "ts": "2026-08-26T00:43:55.753Z",
   "subscribers": 10614,
   "source": 4
  },
  {
   "ts": "2026-08-26T22:45:33.001Z",
   "subscribers": 10615,
   "source": 4
  },
  {
   "ts": "2026-08-27T21:32:58.429Z",
   "subscribers": 10620,
   "source": 4
  },
  {
   "ts": "2026-08-30T15:16:36.367Z",
   "subscribers": 10628,
   "source": 4
  },
  {
   "ts": "2026-08-31T12:16:21.309Z",
   "subscribers": 10617,
   "source": 4
  },
  {
   "ts": "2026-09-02T15:39:35.588Z",
   "subscribers": 10618,
   "source": 4
  }
 ]
}