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Channel

๐—™๐˜…๐—š๐—ต๐—ฎ๐—ป๐—ถ ๐—™๐—ผ๐—ฟ๐—ฒ๐˜… ๐—ฆ๐—ฒ๐—ฐ๐—ฟ๐—ฒ๐˜๐˜€๐ŸŽญ

@GhaniFx

On this record: Topic ยท Observations ยท Also posting the same content ยท Growth ยท Engagement ยท What this channel posts ยท Posts ยท Polls ยท Citations ยท Cite this entry

489subscribers

+0 since we began measuring on 6 August 2026

Risers and fallers across the register ยท movement among entries of Under 1,000.

Register entry

Telegram ID-1001138463005
TypeChannel
Username@GhaniFx
CreatedBetween 1 June 2017 and 31 July 2020โ€” estimated from Telegramโ€™s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live6 August 2026
Measurements held2
On Telegramt.me/GhaniFx

Topic

Crypto & trading โ€” a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channelโ€™s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 45% confidence. This is a modelโ€™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 โ€” 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 1 other registered channel. The matching is on the text itself, not on Telegramโ€™s forward marker, so it finds a copy whether or not it was labelled as one.

Matching posts โ€” open both and compare (2 of the pairs behind the counts below)
Posted firstThenOverlapGap
@FxGhani/239719 Dec 2025, 17:21 UTC@GhaniFx/557 ยท this entry19 Dec 2025, 17:21 UTC1.00under a minute
@FxGhani/240710 Jan 2026, 14:34 UTC@GhaniFx/568 ยท this entry10 Jan 2026, 14:35 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@FxGhani8 (8/8 hand-verifiable sample passed)1.00under a minute@FxGhani (8โ€“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 โ€” 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 2 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.

โ€œPublished firstโ€ means first in this corpus. We hold 9 comparable posts for this entry, running 19 December 2025 to 16 June 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 detectorโ€™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 2, the earliest publisher we hold is @FxGhani. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, 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 โ€” we do not keep publishing a claim we have withdrawn. Dispute an observation.

Also posting the same content

This channelโ€™s posts match, word for word or near enough, posts on 1 other registered channel, 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 โ€” 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 โ€” 60%, no better than a coin flip โ€” because it depends on how deep our own crawl happened to reach into each channelโ€™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 โ€” a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story โ€” and this measurement cannot tell those apart. How this is measured.

Growth

4896 Aug 2026, 18:39 โ€” 489 subscribers6 Aug 2026, 18:47 โ€” 489 subscribers6 Aug 2026, 18:396 Aug 2026, 18:47
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 โ€” snapshots are recorded only when a count changes, so gaps mean โ€œno change observedโ€, never โ€œinterpolatedโ€. The vertical axis spans 488โ€“490 and does not start at zero.
Measurement log โ€” every subscribers count we have recorded
Measured (UTC)SubscribersChange
6 Aug 2026, 18:47489no change
6 Aug 2026, 18:39489first reading

Engagement

20 posts held, back to 19 December 2025 โ€” the reader has not yet reached the start of this channelโ€™s public history, so older posts may sit further back, unread. Read across 1 pageof Telegramโ€™s post history, 20 posts per page.

ERR ยท 30 days
9.41%
avg views รท 489 subscribers
Avg views / post
46.0
2 posts measured
Reaction rate
โ€”
this channel exposes no reaction counts
Posts in window
2
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) รท viewsโ€” note the denominator is views, not subscribers. Telegramโ€™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.

What these figures were computed from
WindowRolling 30 days ยท latest post in window 4 August 2026
Posts held20 (19 December 2025 โ€“ 4 August 2026)
Views total92
Reactions totalโ€”
Forwards / commentsnot exposed by the public surface โ€” not measured, not estimated
Readings taken6 Aug 2026, 18:47 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 โ€œcorrectingโ€ 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
29
Videos
2
Links
79

Lifetime counters from Telegramโ€™s own channel header, read 6 August 2026 โ€” not the date at the top of this page, which is when the subscriber count was last read. Below Telegramโ€™s rounding threshold, so these counts are exact.

Recent posts

4 Aug 2026, 09:25 UTC24 viewsread 6 August 2026
Forwarded from @FxGhaniVideo

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17 Jul 2026, 18:05 UTC68 viewsread 6 August 2026
Forwarded from @FxGhani

https://youtu.be/Kg33_S8y6mg?si=pYKL2VjZLhbmyUqe

2 Jul 2026, 03:56 UTC111 viewsread 6 August 2026
Forwarded from @FxGhani

Join 2nd level membership for daily 12 hours stream.. https://www.youtube.com/live/P0y7OyVJ2vI?is=TChy96ylDUW_Rf8L

16 Jun 2026, 16:49 UTC122 viewsread 6 August 2026
Forwarded from @FxGhaniPhoto

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12 Jun 2026, 17:42 UTC113 viewsread 6 August 2026
Forwarded from @FxGhaniPhoto

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8 Jun 2026, 06:11 UTC107 viewsread 6 August 2026
Forwarded from @FxGhaniPhoto

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24 Mar 2026, 06:19 UTC255 viewsread 6 August 2026
Forwarded from @FxGhani

https://www.youtube.com/@LibertyLiveTrading/live

11 Mar 2026, 03:39 UTC269 viewsread 6 August 2026
Forwarded from @FxGhani

https://www.youtube.com/live/zPAP6LTvvbQ?si=hMfYqmM9_Xnx5Uyj

18 Feb 2026, 08:04 UTC282 viewsread 6 August 2026
Forwarded from @FxGhani

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5 Feb 2026, 15:26 UTC281 viewsread 6 August 2026
Forwarded from @FxGhaniPhoto

https://www.youtube.com/channel/UCo7OZrMcXKjT14x8JzJIc6A/join

12 Jan 2026, 15:49 UTC342 viewsread 6 August 2026
Forwarded from @FxGhani

https://www.youtube.com/@FxGhaniVwap/live

10 Jan 2026, 14:35 UTC304 viewsread 6 August 2026

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Showing the 12 most recent of 20 posts we hold for @GhaniFx. 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‰ˆ 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 โ‰ˆ1,200,000 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 pollโ€™s figures keep moving after that, so each one is dated.

19 Dec 2025, 19:17 UTCAnonymous Poll239 voters

Duration Christmas โ›„ and New year ๐ŸŽŠ bank holiday I am going to create new deep thinking advance course. Language based on voting... ๐Ÿ€Next live stream 5 Jan 2026

  1. English86%
  2. Hindi/Urdu14%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

Percentages only โ€” there are no per-option vote counts here, because Telegram publishes none.The public post preview gives each optionโ€™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 optionโ€™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 20 most recent posts we hold, published 19 December 2025 to 4 August 2026. Telegram labels each poll by kind โ€” an anonymous poll, a quiz, a closed set of final results โ€” and that label is reproduced rather than paraphrased.

Forward network

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 6 August 2026 โ€” this entry's latest reading, not the date you are reading this.

โ€œ๐—™๐˜…๐—š๐—ต๐—ฎ๐—ป๐—ถ ๐—™๐—ผ๐—ฟ๐—ฒ๐˜… ๐—ฆ๐—ฒ๐—ฐ๐—ฟ๐—ฒ๐˜๐˜€๐ŸŽญโ€ (@GhaniFx), 489 subscribers as measured 6 August 2026. Telegram Register, tgregister.com/channel/GhaniFx.

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.