Crypto & trading — 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 9 September 2026 and assigned it the closest of 31 fixed categories, at 79% 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
34 measurements spanning 58 days, net -5,934. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 85,477–93,191 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 34
Measured (UTC)
Subscribers
Change
4 Oct 2026, 16:39
86,367
-833
26 Sept 2026, 18:37
87,200
-918
19 Sept 2026, 17:15
88,118
-272
17 Sept 2026, 07:37
88,390
+771
15 Sept 2026, 08:16
87,619
-301
13 Sept 2026, 18:42
87,920
-169
11 Sept 2026, 22:20
88,089
-261
9 Sept 2026, 12:18
88,350
-665
6 Sept 2026, 07:21
89,015
-337
3 Sept 2026, 23:38
89,352
-157
2 Sept 2026, 13:22
89,509
-50
1 Sept 2026, 14:14
89,559
-117
31 Aug 2026, 16:25
89,676
-74
30 Aug 2026, 18:19
89,750
-133
29 Aug 2026, 18:04
89,883
-148
28 Aug 2026, 15:12
90,031
-76
27 Aug 2026, 18:26
90,107
-118
26 Aug 2026, 17:04
90,225
-297
25 Aug 2026, 19:27
90,522
-150
24 Aug 2026, 21:08
90,672
first reading
Engagement
10 posts held, back to 20 June 2026 — the reader has reached the start of this channel’s public history, so this is the full archive Telegram still exposes. Read across 124 pages of Telegram’s post history, 20 posts per page.
Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 10 posts for this entry, the most recent from 7 September 2026. An engagement rate over an empty window would be a number about nothing.
What this channel posts
Photos
6
Videos
2
Links
8
Lifetime counters from Telegram’s own channel header, read 7 October 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.
Video runtime
11s
Average length
6s
Measured directly from 2 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.
Reaction mix
14,755 reactions across 9 posts, in 24 distinct kinds. The most used accounts for 40.6% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
5,988
40.6%
👍
5,777
39.2%
🤝
427
2.89%
👏
310
2.10%
🤗
259
1.76%
🤩
245
1.66%
💩
239
1.62%
🦄
198
1.34%
😍
194
1.31%
😘
164
1.11%
⚡
155
1.05%
🎉
154
1.04%
🤪
148
1.00%
😁
141
0.956%
🙊
108
0.732%
👌
67
0.454%
🤷♂
47
0.319%
🗿
34
0.23%
🫡
27
0.183%
🎄
25
0.169%
4 further kinds
48
0.325%
No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.
Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.
Coverage. Reactions were read on 9 of the 10 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 14,755 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 10 most recent posts we hold, published 20 June 2026 to 7 September 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
Telegram Stars
Stars received
62
across the posts below
Posts paid on
8
of 9 we hold a reading for · 89%
Most on one post
26
single highest reading
A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @GGM_network. Telegram publishes the count on the public post preview alongside ordinary reactions, and this register reads it there. It is the only figure on this site that measures money moving rather than attention.
Stars are not reactions, and the two are never added. They are rendered in the same strip on Telegram and counted in the same shape, but one is a tap and the other is a purchase. The reaction totals and the engagement rate elsewhere on this page exclude every figure in this section, and no rate here is computed against a reaction count.
This is not revenue, and we publish no currency figure. What a Star costs a reader and what it pays a channel are different numbers, Telegram takes a share we cannot observe, and the terms have changed. Converting a Star count into money would be an estimate dressed as a measurement, so the count is where we stop.
Counted over the 10 most recent posts we hold for this entry, published 20 June 2026 to 7 September 2026. Star counts above 1,000 reach us in Telegram’s short form and carry the same three-significant-figure rounding as everything else on this page.
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Showing the 10 most recent of 10 posts we hold for @GGM_network. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
Stars beside a post are paid reactions — Telegram Stars, bought with money and spent on that post. They are a different unit from reactions and are never added to them, here or anywhere else on this page.
Mentions
Names
Channels on the register whose handles appear in this channel's posts.
A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under 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 4 October 2026 — this
entry's latest reading, not the date you are reading this.
“GGM Network” (@GGM_network), 86,367 subscribers as measured 4 October 2026. Telegram Register, tgregister.com/channel/GGM_network.
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.