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 10 September 2026 and assigned it the closest of 31 fixed categories, at 82% 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 the other topics.
Growth
55 measurements spanning 88 days, net +43. 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 20,176–20,447 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 55
Measured (UTC)
Subscribers
Change
3 Nov 2026, 23:08
20,250
-1
3 Nov 2026, 02:07
20,251
+1
1 Nov 2026, 22:56
20,250
+15
1 Nov 2026, 00:46
20,235
+3
30 Oct 2026, 22:04
20,232
+18
30 Oct 2026, 00:56
20,214
-6
29 Oct 2026, 04:30
20,220
-13
28 Oct 2026, 02:26
20,233
+1
27 Oct 2026, 04:20
20,232
-2
26 Oct 2026, 04:07
20,234
+12
25 Oct 2026, 03:10
20,222
+3
24 Oct 2026, 06:18
20,219
-4
23 Oct 2026, 03:06
20,223
-4
22 Oct 2026, 04:37
20,227
-2
20 Oct 2026, 22:08
20,229
-12
19 Oct 2026, 18:16
20,241
-7
17 Oct 2026, 17:57
20,248
-10
16 Oct 2026, 21:08
20,258
-26
15 Oct 2026, 17:50
20,284
-21
14 Oct 2026, 15:40
20,305
first reading
Engagement
37 posts held, back to 6 May 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 58 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
0.72%
avg views ÷ 20,250 subscribers
Avg views / post
146
24 posts measured
Reaction rate
1.47%
reactions ÷ views · ER floor
Posts in window
24
of 37 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) ÷ views — note the denominator is views, not subscribers. Telegram’s 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. It is computed over the 10 of 24 measured posts that carry a reaction reading, and over those same posts' views.
What these figures were computed from
Window
Rolling 30 days · latest post in window 3 November 2026
Posts held
37 (6 May 2026 – 3 November 2026)
Views total
3,498
Reactions total
21
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
4 Nov 2026, 02:56 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 “correcting” the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — 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 — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
What this channel posts
Photos
948
Videos
12
Links
772
Lifetime counters from Telegram’s own channel header, read 4 November 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
10s
Average length
10s
Measured directly from 1 video 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
249 reactions across 22 posts, in 10 distinct kinds. The most used accounts for 41.8% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
104
41.8%
❤🔥
52
20.9%
🔥
30
12.0%
🏆
24
9.64%
👍
24
9.64%
⚡
9
3.61%
👀
3
1.20%
😁
1
0.402%
😭
1
0.402%
🤝
1
0.402%
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 23 of the 37 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 249 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 37 most recent posts we hold, published 6 May 2026 to 3 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.
Volatility is spiking in major stock and oil markets today 📊
📉 The Dow Jones is the widest session of the last eight days. This index is moving at 1.9x its normal daily range, making it the most active market among the major indices today.
🛢️ Doto's AI trading idea for WTI crude oil was a Buy on Friday at 103.023, and the price is 94.873 today. Oil is experiencing high volatility, currently ranging at 1.7x its usua…
All eyes on Eurozone inflation data 🇪🇺
📈 Higher price pressure could support the Euro. If the inflation rate rises above what was expected, it often prompts the European Central Bank to keep interest rates high to fight costs.
📉 Lower price pressure could weigh on the Euro. If inflation comes in below the forecast, it may signal a cooler economy and lead to a weaker EUR/USD as demand for the currency softens.
The …
The latest US job openings reading is higher than predicted. 📈
💼 Job openings are higher than expected. The US Bureau of Labor Statistics reported 7.523M openings against the 7.100M forecast.
📉 Pressure on tech stocks. Stronger demand for workers often lifts the US dollar, which typically creates downward pressure on the Nasdaq 100.
Because a stronger dollar can make tech stocks less attractive, this data may weig…
The Nasdaq 100 has slipped over the last day, and the outlook remains bearish. 📉
🍎 Apple profit margins scare investors. A warning about future earnings from the company is dragging down sentiment for all major technology stocks.
⚓ Rising geopolitical tensions hit tech. Uncertainty from US-Iran tensions and the ongoing midterm elections are causing big institutions to avoid risky assets.
The Nasdaq 100 will likely…
⏱ US JOLTs Job Openings lands in an hour
📊 Expected. 7.13M, against 7.079M last time.
Strong data often lifts the dollar and pressures the Nasdaq 100, while a result below the forecast could weaken the greenback and support tech stocks.
🗓 Lands 3 Nov, 15:00 UTC
» Trade the Nasdaq 100
🔥 Trade • FAQ • Insta • 𝕏
Oil supply risks rise after US strikes 🛢️
💥 US strikes near a vital oil route. The US military attacked Qeshm Island, located near the Strait of Hormuz.
🚢 A major path for global supply. This narrow passage carries a large share of the world's oil every day.
📈 Price impact on WTI crude oil. Concerns about potential supply disruptions are pushing WTI crude oil prices higher today.
The US military may provide furth…
WTI crude oil is rising this morning after a sharp drop yesterday 🛢️
💥 Military strikes disrupt peace talks. US military action on Iranian sites has replaced diplomatic optimism with concern over supply disruption in the Strait of Hormuz.
📈 Higher profits boost sentiment. Saudi Aramco reported stronger earnings as global crude prices climb, providing further support for the current upward movement.
The price will …
🛢️ WTI crude oil dropped 7% today as diplomatic talks shift the energy landscape.
🛢️ US-Iran talks lower prices. Hopes for new diplomatic talks sent WTI crude oil down 7% to $96.92. This drop reflects expectations that more oil could soon reach the global market.
💻 Nasdaq 100 finds support. The index rose 1% as cheaper energy eases inflation worries. This shift in sentiment helps tech stocks recover after manufactu…
The US jobs market takes centre stage this afternoon 📊
💼 15:00 UTC US JOLTs Job Openings. Economists expect 7.130M job openings, which is a higher count than the 7.079M recorded previously.
This data reveals how many jobs are available in the US, which influences how the Federal Reserve, the US central bank, thinks about the economy. Higher numbers may lead to a stronger dollar.
» Start trading
🔥 Trade • FAQ • In…
Markets are showing a sharp split in activity today ⚖️
🛢️ WTI crude oil is seeing its most volatile session in a week. This energy instrument is trading at 2.1x its usual range as it moves significantly against the recent trend.
📉 The Nasdaq 100 is unusually calm compared to other assets. This tech-heavy index is currently ranging at 0.6x its normal level, showing significantly less movement than the rest of the ma…
US job openings data lands tomorrow 📈
📊 Expectations for tomorrow. The forecast for US job openings is 7.13 million, following a previous reading of 7.079 million 23 hours from now.
📉 Market impact. High job openings typically lift the dollar and pressure the Nasdaq 100, while lower figures could support tech stocks.
The JOLTs report measures how many job openings exist across the US economy. It helps show if comp…
The ISM Manufacturing PMI report arrived higher than forecast 🏭
📈 Manufacturing growth is higher than forecast. The ISM Manufacturing PMI, a survey of factory activity, rose to 55.5 while analysts expected 54.6.
⚙️ Factory expansion signals economic health. A higher reading suggests the US manufacturing sector is growing at a faster pace than predicted.
Growth in the US manufacturing sector often supports the Nasd…
Showing the 12 most recent of 37 posts we hold for @dotoglobal. 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.
Polls
The poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.
Shares as published. No per-option vote count is published by Telegram, so none is shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none. The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100. Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 37 most recent posts we hold, published 6 May 2026 to 3 November 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
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 3 November 2026 — this
entry's latest reading, not the date you are reading this.
“Doto Trading Platform” (@dotoglobal), 20,250 subscribers as measured 3 November 2026. Telegram Register, tgregister.com/channel/dotoglobal.
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.