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Channel

Trade bulls❤

@trade_bulls4

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · Posts · Citations · Cite this entry

2,015subscribers

-54 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 1,000–3,162.

Register entry

Telegram ID-1001278501331
TypeChannel
Username@trade_bulls4
CreatedBetween 1 March 2018 and 31 July 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live25 September 2026
Measurements held14
Confirmed unchanged1 time, most recently 25 September 2026
On Telegramt.me/trade_bulls4

Topic

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 11 August 2026 and assigned it the closest of 31 fixed categories, at 95% 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.

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 word for word on 2 other registered channels. 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)
Posted firstThenOverlapGap
@Trade1pulse0/41747 Aug 2026, 06:26 UTC@trade_bulls4/56258 · this entry7 Aug 2026, 06:26 UTC1.00under a minute
@Trade1pulse0/41757 Aug 2026, 06:36 UTC@trade_bulls4/56259 · this entry7 Aug 2026, 06:36 UTC1.00under a minute
@Trade1pulse0/41877 Aug 2026, 06:51 UTC@trade_bulls4/56261 · this entry7 Aug 2026, 06:51 UTC1.00under a minute
@trade_bulls4/56262 · this entry7 Aug 2026, 06:57 UTC@Trade1pulse0/41887 Aug 2026, 06:57 UTC1.00under a minute
@Trade1pulse0/41897 Aug 2026, 07:11 UTC@trade_bulls4/56263 · this entry7 Aug 2026, 07:11 UTC1.00under a minute
@Trade1pulse0/41907 Aug 2026, 07:19 UTC@trade_bulls4/56264 · this entry7 Aug 2026, 07:19 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@Trade1pulse09 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (9–0)
@trend9catch9 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (9–0)

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. None of the 0 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.

“Published first” means first in this corpus. We hold 16 comparable posts for this entry, running 7 August 2026 to 7 August 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).

Across the whole group of 3, the earliest publisher we hold is @trend9catch. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_source, last confirmed 7 August 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.

Also posting the same content

This channel’s posts match, word for word or near enough, posts on 2 other registered channels, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.

Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word 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.

Growth

2,0152,0692,0427 August 2026 — 2,069 subscribers7 August 2026 — 2,069 subscribers7 August 2026 — 2,067 subscribers14 August 2026 — 2,058 subscribers17 August 2026 — 2,055 subscribers20 August 2026 — 2,056 subscribers24 August 2026 — 2,065 subscribers27 August 2026 — 2,061 subscribers31 August 2026 — 2,048 subscribers2 September 2026 — 2,047 subscribers8 September 2026 — 2,037 subscribers12 September 2026 — 2,036 subscribers15 September 2026 — 2,027 subscribers25 September 2026 — 2,015 subscribers7 August 202625 September 2026
14 measurements spanning 50 days, net -54. 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 2,007–2,077 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
25 Sept 2026, 19:392,015-12
15 Sept 2026, 19:422,027-9
12 Sept 2026, 12:202,036-1
8 Sept 2026, 10:222,037-10
2 Sept 2026, 19:552,047-1
31 Aug 2026, 02:052,048-13
27 Aug 2026, 16:562,061-4
24 Aug 2026, 16:082,065+9
20 Aug 2026, 21:372,056+1
17 Aug 2026, 13:392,055-3
14 Aug 2026, 01:062,058-9
7 Aug 2026, 20:142,067-2
7 Aug 2026, 07:302,069no change
7 Aug 2026, 07:282,069first reading

Engagement

40 posts held, back to 23 January 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 2 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 40 posts for this entry, the most recent from 7 August 2026. An engagement rate over an empty window would be a number about nothing.

Recent posts

7 Aug 2026, 07:30 UTC1 viewsread 7 August 2026

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7 Aug 2026, 07:23 UTC2 viewsread 7 August 2026

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7 Aug 2026, 07:19 UTC3 viewsread 7 August 2026

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7 Aug 2026, 07:11 UTC5 viewsread 7 August 2026

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7 Aug 2026, 06:57 UTC9 viewsread 7 August 2026

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7 Aug 2026, 06:51 UTC11 viewsread 7 August 2026

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7 Aug 2026, 06:39 UTC9 viewsread 7 August 2026

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7 Aug 2026, 06:36 UTC11 viewsread 7 August 2026

Most stock market channels give tips at 9:15 AM and claim the target is achieved by 9:16 AM, thinking they have the best accuracy. 😂 But on our channel, tips are shared after 1 PM in a more stable market, giving you 5-10 minutes to enter comfortably. Plus, our tips come with 95% accuracy, expert guidance, and real-time market analysis—all for FREE! 📢 Join our WHATSAPP now!o https://chat.whatsapp.com/D4auBPLmlxdHE…

7 Aug 2026, 06:26 UTC10 viewsread 7 August 2026

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7 Aug 2026, 06:03 UTC11 viewsread 7 August 2026

BUY BANKNIFTY ZERO TO HERO CALL @ coming in 5 minutes... 📌Capital required 2-3k 👉RISK: ₹500/- PROFIT:: 5-10K FREE JOINING FAST👇👇👇 FREE FREE FREE JOIN NOW FAST

7 Aug 2026, 05:38 UTC11 viewsread 7 August 2026

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7 Aug 2026, 05:33 UTC15 viewsread 7 August 2026
Forwarded from @daily12calls

‎Follow the Daily 1~2 Calls ❤❤❤ channel on WhatsApp: https://whatsapp.com/channel/0029Va954Gv7DAX3YpvrSW0i

Showing the 12 most recent of 40 posts we hold for @trade_bulls4. 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.

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.

Mentions

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 25 September 2026 — this entry's latest reading, not the date you are reading this.

“Trade bulls❤” (@trade_bulls4), 2,015 subscribers as measured 25 September 2026. Telegram Register, tgregister.com/channel/trade_bulls4.

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.