Crypto & trading โ a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channelโs own recent posts on 11 September 2026 and assigned it the closest of 31 fixed categories, at 87% confidence. This is a modelโs 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 โ it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and the other topics.
Growth
59 measurements spanning 90 days, net +3,614. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between โ snapshots are recorded only when a count changes, so gaps mean โno change observedโ, never โinterpolatedโ. The vertical axis spans 12,452โ17,320 and does not start at zero.
Measurement log โ every subscribers count we have recorded, most recent 20 of 59
Measured (UTC)
Subscribers
Change
5 Nov 2026, 10:44
16,638
-24
4 Nov 2026, 13:50
16,662
-48
3 Nov 2026, 15:20
16,710
-48
2 Nov 2026, 13:16
16,758
+84
1 Nov 2026, 12:26
16,674
+221
31 Oct 2026, 09:35
16,453
+1,021
30 Oct 2026, 11:35
15,432
-83
29 Oct 2026, 09:09
15,515
-44
28 Oct 2026, 10:28
15,559
-46
27 Oct 2026, 07:56
15,605
-71
26 Oct 2026, 06:40
15,676
-70
25 Oct 2026, 08:35
15,746
+1,917
24 Oct 2026, 08:01
13,829
-250
23 Oct 2026, 07:35
14,079
-49
22 Oct 2026, 08:47
14,128
-82
21 Oct 2026, 02:20
14,210
-89
19 Oct 2026, 21:40
14,299
-51
18 Oct 2026, 20:56
14,350
-71
17 Oct 2026, 20:19
14,421
-115
16 Oct 2026, 20:07
14,536
first reading
Engagement
601 posts held, back to 7 August 2026 โ the reader has not yet reached the start of this channelโs public history, so older posts may sit further back, unread. Read across 53 pages of Telegramโs post history, 20 posts per page.
ERR ยท 30 days
5.01%
avg views รท 16,638 subscribers
Avg views / post
833
53 posts measured
Reaction rate
3.08%
reactions รท views ยท ER floor
Posts in window
53
of 601 held
ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.
ER is defined industry-wide as (forwards + reactions + comments) รท views โ note the denominator is views, not subscribers. Telegramโs public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate.
What these figures were computed from
Window
Rolling 30 days ยท latest post in window 5 November 2026
Posts held
601 (7 August 2026 โ 5 November 2026)
Views total
44,157
Reactions total
1,361
Forwards / comments
not exposed by the public surface โ not measured, not estimated
Readings taken
5 Nov 2026, 16:29 UTC
Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than โcorrectingโ the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form โ 8.12K, 3.7M โ so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.
Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded โ read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
What this channel posts
Photos
โ11,100
Videos
โ704
Links
โ5,420
Lifetime counters from Telegramโs own channel header, read 5 November 2026 โ not the date at the top of this page, which is when the subscriber count was last read. A count marked โ was rounded by Telegram before we ever saw it โ t.me prints these counters in full below 1,000 and to three significant figures above, so โ142,000 means somewhere between 141,500 and 142,499.
Video runtime
8m 49s
Average length
18s
Measured directly from 30 videos with a duration reading, out of the posts we hold for this channel โ not this channelโs 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 Telegramโs own rounded chrome, so it carries no โ mark.
Reaction mix
15,653 reactions across 601 posts, in 11 distinct kinds. The most used accounts for 11.4% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
โค
1,789
11.4%
๐
1,673
10.7%
๐
1,587
10.1%
๐ฅฐ
1,560
9.97%
๐ฅ
1,555
9.93%
๐
1,528
9.76%
๐
1,522
9.72%
๐
1,509
9.64%
๐
1,509
9.64%
๐คฉ
1,418
9.06%
โก
3
0.019%
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 โ ๐ is thanks in one channel and mourning in another โ 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 โ 4.34K, 1.2M โ 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 601 of the 601 sampled posts in this sample. Summed by Telegramโs own count on each post โ not by adding up the per-emoji breakdown above โ those same posts carry 15,653 reactions in total: the kind of figure the paragraph above means by โa reaction total printed elsewhere on the pageโ.
Measured over the 601 most recent posts we hold, published 7 August 2026 to 5 November 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.
Recent posts
Telegramโs own โeditedโ marker: 4 of 53 posts held from the last 30 days (7.55%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before โ this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).
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Showing the 12 most recent of 601 posts we hold for @ashutrader100. 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 โ was rounded by Telegram before we ever saw it โ t.me prints views in full below 1,000 and to three significant figures above, so โ1,200,000 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.
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 5 November 2026 โ this
entry's latest reading, not the date you are reading this.
โAshu Trader ๐ธโ (@ashutrader100), 16,638 subscribers as measured 5 November 2026. Telegram Register, tgregister.com/channel/ashutrader100.
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 ยท 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.