Informational and educational market analysis focused on structure, context, and execution.
No hype or signals. Just actionable insights and transparent trade commentary.
Strictly NFA.
Premium closed. All ideas shared free here and on X.
📩 @TradoorDub
Created
Between 1 August 2021 and 31 January 2023— estimated from Telegram’s id allocation, not measured. How this range is calculated.
2 measurements taken within a single day. 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 860–862 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
7 Aug 2026, 10:47
861
no change
7 Aug 2026, 10:34
861
first reading
Engagement
20 posts held, back to 10 June 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 1 pageof Telegram’s post history, 20 posts per page.
ERR · 30 days
9.46%
avg views ÷ 861 subscribers
Avg views / post
81.5
11 posts measured
Reaction rate
9.40%
reactions ÷ views · ER floor
Posts in window
11
of 20 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 11 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 7 August 2026
Posts held
20 (10 June 2026 – 7 August 2026)
Views total
896
Reactions total
78
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
7 Aug 2026, 10:47 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
≈2,570
Videos
≈11
Links
≈383
Lifetime counters from Telegram’s own channel header, read 7 August 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.
Reaction mix
181 reactions across 19 posts, in 8 distinct kinds. The most used accounts for 36.5% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
66
36.5%
👍
59
32.6%
🫡
27
14.9%
🔥
15
8.29%
👌
7
3.87%
⚡
3
1.66%
🤝
3
1.66%
🆒
1
0.552%
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 19 of the 20 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 181reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 20 most recent posts we hold, published 10 June 2026 to 7 August 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
6
across the posts below
Posts paid on
6
of 20 we hold a reading for · 30%
Most on one post
1
single highest reading
A paid reaction is a reader spending Telegram Stars — bought with money — on a post by @DubPublic. 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 20 most recent posts we hold for this entry, published 10 June 2026 to 7 August 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.
U.S. Nonfarm Payrolls (NFP) and unemployment data are released today at 8:30 AM ET.
This is typically one of the higher impact macro event of the month and can drive significant volatility across:
• BTC and crypto
• Nasdaq & S&P 500
• USD
• Gold
• Treasury yields
What’s particularly interesting is that this comes while BTC volatility is sitting at historically low levels.
It’s important to note that volatility is…
Introducing Orange Swap
Swap your top assets across 7 chains, EVM, Solana, native BTC, one click, right inside Orange Perps.
Powered by NEAR Intents.
How it works
Connect, pick your chain and asset, get a quote, sign. Done.
Confidential Mode
Flip it on and your swap settles through NEAR's private shard, a separate execution environment with no public RPC or explorer. Deposit and destination stay disconnected from…
Orange Perps is now live on Tread.fi
Run market making, delta-neutral, and algo strategies directly on Orange, all with zero maker fees.
Bonus: NAS100 Market Making Campaign
Orderly x Tread are running a 2 week campaign with real rewards up for grabs.
• Reward Pool: 5,000 USDC
• Period: Aug 3 to Aug 16
• Trading Mode: API only
• Minimum Deposit: 1,000 USDC
Find it on Tread under Bots > Market Maker Bot > Campaign…
BTC Update
As discussed previously, July has historically been a seasonally strong month for BTC, even during prior bear markets. That aligned well with sellers being absorbed into the June 30 lows while higher timeframe momentum oscillators reached extreme oversold conditions and printed bullish divergence.
BTC did bounce throughout July, although the move was far less impressive than I’d expected. ETH was the cle…
It’s been 10 days since my last BTC market update, with price spending most of that time rotating around the upper bounds of the June to July range.
In that update, I suggested remaining patient and only looking to do business at the range extremes, where the risk/reward was far more favourable.
Today’s sharp rejection and lower high may be the first meaningful sign that higher timeframe momentum is beginning to sh…
Unless you’ve been living under a rock, you’ve probably seen that NEAR Protocol recently launched near.com, bringing near-instant confidential swaps, sends and receives with minimal fees.
To celebrate, they’ve launched the NEAR@3.33 incentive program.
Here’s how it works:
• 333,333 milestone tokens will be distributed once Confidential TVL on near.com reaches $70M.
• Those milestone tokens convert 1:1 into $NEAR o…
Free $20 for anyone who doesn’t already have a Bybit account.
If you’ve been meaning to create one anyway, this is about as straightforward as it gets.
Steps:
1. Sign up using the link.
2. Deposit $100 USD (or equivalent) within 30 days.
3. Receive $20 USDT in rewards.
That’s it.
No complicated tasks.
Rewards are limited to the first 500 eligible participants on a first come, first served basis, and the offer is…
Quick BTC update
Price action has remained fairly rotational, with BTC developing a range for just over a month now.
This week we saw a clean push into the range highs, confluent with the 2024 VWAP, before ultimately putting in a swing failure and sharply unwinding today. We’re now sitting back at the range POC.
This has come alongside broad risk-off flows. US100 sold off hard, the Nikkei is down more than 6% toda…
Should be an eventful week for the markets and BTC.
If you’re interested in a fresh market update before the NY open, engage with this post and I’ll put something together.
Dub
👍10❤7
Signed Dub
Showing the 12 most recent of 20 posts we hold for @DubPublic. 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.
Forward network
Republishes
Channels on the register whose posts this channel has forwarded.
Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.
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 7 August 2026 — this
entry's latest reading, not the date you are reading this.
“Dub Public” (@DubPublic), 861 subscribers as measured 7 August 2026. Telegram Register, tgregister.com/channel/DubPublic.
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.