Channel
PY TOOLS
@PY_TOOLS_BASIC
On this record: Topic · Growth · Engagement · Cite this entry
2,775subscribers
-247 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of 1,000–3,162.
Register entry
| Telegram ID | -1002264736871 |
|---|---|
| Type | Channel |
| Username | @PY_TOOLS_BASIC |
| Created | Between 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated. |
| First recorded | 12 September 2026 |
| Last confirmed live | 6 October 2026 |
| Measurements held | 15 |
| Confirmed unchanged | 1 time, most recently 6 October 2026 |
| On Telegram | t.me/PY_TOOLS_BASIC |
Topic
Other / unclassifiable — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 15 September 2026 and assigned it the closest of 31 fixed categories, at 80% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 6 Oct 2026, 07:16 | 2,775 | -34 |
| 29 Sept 2026, 11:36 | 2,809 | -31 |
| 15 Sept 2026, 16:19 | 2,840 | -6 |
| 12 Sept 2026, 21:47 | 2,846 | no change |
| 11 Sept 2026, 20:59 | 2,846 | -14 |
| 7 Sept 2026, 07:16 | 2,860 | -3 |
| 2 Sept 2026, 10:36 | 2,863 | -10 |
| 30 Aug 2026, 06:15 | 2,873 | -24 |
| 27 Aug 2026, 14:24 | 2,897 | -21 |
| 24 Aug 2026, 14:33 | 2,918 | -27 |
| 20 Aug 2026, 18:44 | 2,945 | -32 |
| 17 Aug 2026, 16:47 | 2,977 | -11 |
| 14 Aug 2026, 19:25 | 2,988 | -12 |
| 11 Aug 2026, 02:11 | 3,000 | -22 |
| 7 Aug 2026, 18:15 | 3,022 | first reading |
Engagement
Posts not read yet. This entry is on the register from its profile alone; the post reader has not reached it. Engagement figures appear here once posts have actually been measured — we do not publish a rate before we have the readings behind it.
Cite this entry
A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 6 October 2026 — this entry's latest reading, not the date you are reading this.
“PY TOOLS” (@PY_TOOLS_BASIC), 2,775 subscribers as measured 6 October 2026. Telegram Register, tgregister.com/channel/PY_TOOLS_BASIC.
Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.