This is Earn&Learn channel. We are here to enjoy the ride while learning how to do it.
Swing trading without pumps&dumps.
Contact @ataladmin for Enquiries
https://forms.gle/AbFK2wR9sepiRMGd6
Created
11 January 2019 — measured — cross-checked against a third-party dataset (TGDataset)
Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 10 August 2026 and assigned it the closest of 31 fixed categories, at 100% 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.
Observations
These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.
Content that also appears on other registered channels
Posts published here appear in near-verbatim form on 2 other registered channels. This entry also sits inside a group of 3 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts with each other. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts — open both and compare (6 of the pairs behind the counts below)
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. 156 of the 180 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.
“Published first” means first in this corpus. We hold 94 comparable posts for this entry, running 27 July 2026 to 10 November 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Of the group of 3 channels, the one whose matching posts we hold earliest is @cryptosignals. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_copy, last confirmed 11 November 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.
Channels linked by matching posts
This channel is in a group of 3 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. Links are found by comparing text fingerprints across every channel on the register.
Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.
123 measurements spanning 96 days, net -603. 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 12,688–13,471 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 123
Measured (UTC)
Subscribers
Change
10 Nov 2026, 07:15
12,778
-2
9 Nov 2026, 22:00
12,780
-5
8 Nov 2026, 21:46
12,785
-3
8 Nov 2026, 16:57
12,788
-8
7 Nov 2026, 12:27
12,796
-2
7 Nov 2026, 10:30
12,798
-9
6 Nov 2026, 11:39
12,807
-1
6 Nov 2026, 10:07
12,808
-5
5 Nov 2026, 09:27
12,813
no change
5 Nov 2026, 08:56
12,813
-14
4 Nov 2026, 10:38
12,827
-1
4 Nov 2026, 05:19
12,828
-16
3 Nov 2026, 07:56
12,844
no change
3 Nov 2026, 07:19
12,844
-8
2 Nov 2026, 10:36
12,852
no change
2 Nov 2026, 06:46
12,852
-5
1 Nov 2026, 11:26
12,857
no change
1 Nov 2026, 09:36
12,857
-4
31 Oct 2026, 11:47
12,861
no change
31 Oct 2026, 10:16
12,861
first reading
Engagement
147 posts held, back to 27 July 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 68 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
5.14%
avg views ÷ 12,778 subscribers
Avg views / post
657
66 posts measured
Reaction rate
0.582%
reactions ÷ views · ER floor
Posts in window
66
of 147 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 46 of 66 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 11 November 2026
Posts held
147 (27 July 2026 – 11 November 2026)
Views total
43,366
Reactions total
186
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
11 Nov 2026, 08:22 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
≈15,000
Videos
≈118
Links
≈5,270
Lifetime counters from Telegram’s own channel header, read 11 November 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
362 reactions across 90 posts, in 5 distinct kinds. The most used accounts for 32.6% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
118
32.6%
🔥
107
29.6%
🤝
91
25.1%
💯
39
10.8%
⚡
7
1.93%
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 93 of the 147 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 364 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 147 most recent posts we hold, published 27 July 2026 to 11 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
Telegram’s own ‘edited’ marker: 2 of 66 posts held from the last 30 days (3.03%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — 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).
#BTC
Structure remains bearish. Expect a sweep of stops below $73,620, with potential downside expansion into the H4 FVG at $71,142 – $69,950—which conveniently aligns with the major 2021 cycle top level.
History check: 2022 carved its cycle bottom in November. Will 2026 repeat the script?
@cryptosignals
ZK Swing Buy Setup
Our last $ZK setup delivered a flawless 128% profit and the anticipated October–November correction has played out exactly as mapped. The next expansion phase kicks off around November 13 and we are structurally targeting 2x–5x gains.
ZK has fully reset and is now resting directly on our primary 3D demand block. We have a massive volume void sitting above current prices. Every dip over the next 4…
#ETC Daily Setup 📊
Well lost its $7.08 support level, but the recent $6.52 dip stopped right before hitting a major untouched demand zone from Aug.
We might see one final dip below $6.52 to trigger stop-losses and tap into that strong buying zone at $5.8 – $6.48. Keep your spot buy orders resting there just in case.
Targets: $7.55 – $8.20 - $8.78 - $9.50
Invalidation - Day close below 5.62
@cryptosignals
#SEI Buy Setup 📊
Just completed a full round-trip from $0.0865 back into its mid-September BOS+ demand box ($0.0415–$0.0460).
Yesterday's $0.0415 low stopped just above the untouched August DFVG & OB+ ($0.0385–$0.0408)
Daily close above $0.0510–$0.0545 OB- flips bearish order flow.
The Magnet: Untapped DFVG - pockets at $0.0565–$0.0608 and the $0.0610–$0.0640 OB-
@cryptosignals
The "$60k" chorus is getting louder. Good. 🧠📊
At $81.2k, the crowd was euphoric while we booked 80% profits.
At $73.5k—right inside two stacked Monthly FVGs (MFVG)—those same voices are screaming for $60k.
Fear = Liquidity: Smart money needs retail panic to fill heavy spot bids at $73.5k–$74k.
Late Shorts = Fuel: Bottom-shorters are stacking the exact buy-stops needed for the next squeeze right as USDT.D rejec…
Fed & Macro Playbook — 3 Scenarios + Our Expectation 📊
With no FOMC meeting in November, this week's inflation data & Fedspeak decide the odds for the Dec 8–9 Fed decision:
🟢 Bullish (Dovish Relief): Soft print cools Dec hike odds. USDT.D rejects the 7.25% -OB and $BTC reclaims $75.6k–$76.6k to start the squeeze to $80k–$84.9k+.
🟡 Neutral (In-Line): Both-sided leverage sweep around $73.5k–$74.2k ($BTC) before gr…
Showing the 12 most recent of 147 posts we hold for @cryptotrader. 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.
The shares total 102%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not 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 147 most recent posts we hold, published 27 July 2026 to 11 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.
Mentions
Named by 8 registered channels — every channel on the register whose own posts have named this one, by its current username or any other username it currently holds, merged from two separately captured readings of the same fact so a namer caught by only one of them is not missed and a namer both caught is not counted twice. A username this channel has since dropped is not matched — that handle may belong to someone else now, and crediting today’s namer to yesterday’s owner would misattribute it.
Named by
Channels on the register whose posts name this channel's handle.
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.
Appears in Telegram’s recommendations for other channels
The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.
Crypto Signals @cryptosignals · 19,040 Telegram ranks this channel #1 of 79 here — alongside 78 others — read 2 October 2026
Forex Tradings @Forex_Tradings · 19,339 Telegram ranks this channel #2 of 80 here — alongside 79 others — read 30 September 2026
Jack Dorsey Coins 🚀 @JackDorseyCoins · 21,691 Telegram ranks this channel #9 of 80 here — alongside 79 others — read 21 September 2026
Trade & Grow (Crypto) HWP @Crypto_HOLDwithPriyank · 30,091 Telegram ranks this channel #29 of 84 here — alongside 83 others — read 9 September 2026
CRYPTO TREYSI @cryptotreysi · 33,450 Telegram ranks this channel #32 of 59 here — alongside 58 others — read 3 September 2026
CCC.io @cccio · 32,744 Telegram ranks this channel #35 of 85 here — alongside 84 others — read 3 September 2026
Coach @coach · 22,744 Telegram ranks this channel #36 of 75 here — alongside 74 others — read 18 September 2026
CryptoBullet @cryptobullet · 72,424 Telegram ranks this channel #37 of 77 here — alongside 76 others — read 20 August 2026
The Bull @thebull_crypto · 170,635 Telegram ranks this channel #41 of 88 here — alongside 87 others — read 12 August 2026
Krypto | Finanzen | Politik @kryptodeutsch · 62,271 Telegram ranks this channel #52 of 69 here — alongside 68 others — read 21 August 2026
Klondike (Crypto Rush) ⚠️ @CryptoKlondike · 56,825 Telegram ranks this channel #53 of 77 here — alongside 76 others — read 22 August 2026
100eyes Crypto Scanner (PREVIEW) @CryptoScanner100eyes · 30,770 Telegram ranks this channel #56 of 82 here — alongside 81 others — read 6 September 2026
D Man @blockchainwhispersbaby · 96,405 Telegram ranks this channel #57 of 91 here — alongside 90 others — read 15 August 2026
Kim & Crypto @kimoncrypto · 35,318 Telegram ranks this channel #68 of 75 here — alongside 74 others — read 31 August 2026
CRYPTO PUMPS @cryptopumps · 41,314 Telegram ranks this channel #68 of 74 here — alongside 73 others — read 28 August 2026
Wall Street Crypto Trading @Wallstreetcryptotrader · 88,743 Telegram ranks this channel #88 of 94 here — alongside 93 others — read 15 August 2026
Whales Crypto Guide @Whalesguide · 182,610 Telegram ranks this channel #90 of 91 here — alongside 90 others — read 11 August 2026
This channel appears in 17 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
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 10 November 2026 — this
entry's latest reading, not the date you are reading this.
“Crypto Trades” (@cryptotrader), 12,778 subscribers as measured 10 November 2026. Telegram Register, tgregister.com/channel/cryptotrader.
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.