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Channel

کتاب کمک درسی نهایی کنکوری

@ketbex

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Reactions · Posts · Posts recorded as deleted · Citations · Cite this entry

78,995subscribers

-20,535 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 31,623–100,000.

Register entry

Telegram ID-1001904166839
TypeChannel
Username@ketbex
CreatedBetween 1 March 2023 and 31 January 2024 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live4 November 2026
Measurements held60
Confirmed unchanged1 time, most recently 4 November 2026
On Telegramt.me/ketbex

Topic

Education — 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 word for word on 4 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
@xnzkt/12579828 Jul 2026, 15:17 UTC@ketbex/200854 · this entry28 Jul 2026, 19:22 UTC1.004.1 hours
@xnzkt/12580028 Jul 2026, 17:17 UTC@ketbex/200852 · this entry28 Jul 2026, 17:22 UTC1.005 minutes
@ketbex/200850 · this entry28 Jul 2026, 15:21 UTC@xnzkt/12580228 Jul 2026, 19:17 UTC1.003.9 hours
@xnzkt/1258361 Aug 2026, 08:06 UTC@ketbex/200964 · this entry1 Aug 2026, 12:11 UTC1.004.1 hours
@xnzkt/1259101 Aug 2026, 10:07 UTC@ketbex/200963 · this entry1 Aug 2026, 10:11 UTC1.004 minutes
@ketbex/200891 · this entry1 Aug 2026, 08:10 UTC@xnzkt/1259121 Aug 2026, 12:07 UTC1.003.9 hours
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@xnzkt9 (8/8 hand-verifiable sample passed)1.003.9 hours@xnzkt (6–3)
@MaFop9 (8/8 hand-verifiable sample passed)1.002.0 hoursthis entry (7–2)
@Fojxi8 (8/8 hand-verifiable sample passed)1.004.0 hoursthis entry (6–2)
@Fo_maj7 (7/7 hand-verifiable sample passed)1.005.9 hoursthis entry (4–3)

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 13 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 13 comparable posts for this entry, running 28 July 2026 to 6 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 5, the earliest publisher we hold is @ketbex — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_copy · clone_mutual · 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 4 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

78,99599,56389,2796 August 2026 — 99,530 subscribers6 August 2026 — 99,530 subscribers7 August 2026 — 99,563 subscribers7 August 2026 — 99,139 subscribers8 August 2026 — 98,613 subscribers10 August 2026 — 98,077 subscribers10 August 2026 — 97,588 subscribers11 August 2026 — 97,223 subscribers12 August 2026 — 97,022 subscribers13 August 2026 — 96,658 subscribers15 August 2026 — 96,216 subscribers16 August 2026 — 95,587 subscribers17 August 2026 — 95,170 subscribers18 August 2026 — 94,868 subscribers19 August 2026 — 94,386 subscribers20 August 2026 — 92,875 subscribers22 August 2026 — 91,210 subscribers23 August 2026 — 90,021 subscribers25 August 2026 — 89,529 subscribers26 August 2026 — 89,190 subscribers27 August 2026 — 88,931 subscribers28 August 2026 — 88,663 subscribers29 August 2026 — 88,372 subscribers30 August 2026 — 88,099 subscribers31 August 2026 — 87,836 subscribers1 September 2026 — 87,553 subscribers1 September 2026 — 87,318 subscribers3 September 2026 — 87,191 subscribers4 September 2026 — 86,790 subscribers7 September 2026 — 86,179 subscribers10 September 2026 — 85,540 subscribers12 September 2026 — 85,056 subscribers14 September 2026 — 84,790 subscribers15 September 2026 — 84,426 subscribers17 September 2026 — 84,115 subscribers29 September 2026 — 82,585 subscribers5 October 2026 — 81,822 subscribers9 October 2026 — 81,464 subscribers13 October 2026 — 81,099 subscribers14 October 2026 — 80,986 subscribers15 October 2026 — 80,847 subscribers16 October 2026 — 80,754 subscribers17 October 2026 — 80,658 subscribers18 October 2026 — 80,562 subscribers19 October 2026 — 80,462 subscribers20 October 2026 — 80,358 subscribers22 October 2026 — 80,225 subscribers23 October 2026 — 80,068 subscribers24 October 2026 — 79,962 subscribers25 October 2026 — 79,915 subscribers26 October 2026 — 79,803 subscribers27 October 2026 — 79,750 subscribers28 October 2026 — 79,657 subscribers29 October 2026 — 79,545 subscribers30 October 2026 — 79,474 subscribers31 October 2026 — 79,385 subscribers1 November 2026 — 79,325 subscribers2 November 2026 — 79,229 subscribers3 November 2026 — 79,097 subscribers4 November 2026 — 78,995 subscribers6 August 20264 November 2026
60 measurements spanning 90 days, net -20,535. 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 75,910–102,648 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 60
Measured (UTC)SubscribersChange
4 Nov 2026, 08:5678,995-102
3 Nov 2026, 11:3679,097-132
2 Nov 2026, 13:2679,229-96
1 Nov 2026, 10:3779,325-60
31 Oct 2026, 12:3579,385-89
30 Oct 2026, 09:0579,474-71
29 Oct 2026, 08:0879,545-112
28 Oct 2026, 02:5179,657-93
27 Oct 2026, 04:2079,750-53
26 Oct 2026, 06:2979,803-112
25 Oct 2026, 03:1079,915-47
24 Oct 2026, 04:3579,962-106
23 Oct 2026, 02:1080,068-157
22 Oct 2026, 03:2980,225-133
20 Oct 2026, 19:5980,358-104
19 Oct 2026, 15:2880,462-100
18 Oct 2026, 16:5680,562-96
17 Oct 2026, 19:0180,658-96
16 Oct 2026, 20:4680,754-93
15 Oct 2026, 20:4680,847first reading

Engagement

592 posts held, back to 28 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 220 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
0.793%
avg views ÷ 78,995 subscribers
Avg views / post
626
211 posts measured
Reaction rate
0.103%
reactions ÷ views · ER floor
Posts in window
211
of 592 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 42 of 211 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 3 November 2026
Posts held592 (28 July 2026 – 3 November 2026)
Views total132,141
Reactions total32
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken4 Nov 2026, 01:39 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

Video runtime
2s
Average length
2s

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

103 reactions across 82 posts, in 3 distinct kinds. The most used accounts for 93.2% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤9693.2%
🆒54.85%
🔥21.94%

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 117 of the 592 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 103 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 592 most recent posts we hold, published 28 July 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.

Recent posts

3 Nov 2026, 17:33 UTC106 viewsread 4 November 2026
Photo

👑 کتابخانه جامع منابع امتحان نهایی 💎 ماجرای بیست | خیلی سبز ۱۴۰۵ ⭐ دروس عمومی و تجربی 🔹 زبان انگلیسی ▫️ دهم | یازدهم | دوازدهم 🔹 دین و زندگی ▫️ دهم | یازدهم | دوازدهم 🔹 عربی ▫️ دهم | یازدهم | دوازدهم 🔹 فارسی ▫️ دهم | یازدهم | دوازدهم 🔹 سلامت و بهداشت ▫️ دوازدهم 🔹 هویت اجتماعی ▫️ دوازدهم 🔹 ریاضی ▫️ دهم | یازدهم | دوازدهم 🔹 زیست‌شناسی ▫️ دهم | یازدهم | دوازدهم 🔹 شیمی ▫️ دهم | یازدهم | دوازدهم 🔹 فیزیک ▫️ دواز…

3 Nov 2026, 01:32 UTC2 viewsread 3 November 2026
Photo

⚠️ویس بی سانسور مشکلات جنسی 🔞 🔴سندرم پیش از قاعدگی (PMS) 🔴خود ارضایی در دوران کنکور 🔴نحوه کنترل استرس کنکور ❌⬅️دریافت ویس➡️❌

3 Nov 2026, 01:32 UTC2 viewsread 3 November 2026

اونایی که پریودی کل زورشونو میگیره نمیتونن درس بخونن باید پرونده پزشکی تشکیل بدن تا ۱۲ درصد سهمیه رو بگیرن😐😐😐 🔴نحوه دریافت 🔴

3 Nov 2026, 01:14 UTC2 viewsread 3 November 2026

اگه خودارضایی میکنی💦👨‍🦯و خسته شدی میخوای درس بخونی و هی فکرت میره تو این فکرای 🔞 پست آخر برای خودته سعی کردم خیلی خودمونی حلش کنم😂🙃 بدون سانسور ❌👇 https://t.me/+Ldq2fHEcQwc2MmI0 https://t.me/+Ldq2fHEcQwc2MmI0

3 Nov 2026, 01:14 UTC3 viewsread 3 November 2026

اگه خودارضایی میکنی💦👨‍🦯و خسته شدی میخوای درس بخونی و هی فکرت میره تو این فکرای 🔞 پست آخر برای خودته سعی کردم خیلی خودمونی حلش کنم😂🙃 بدون سانسور ❌👇 https://t.me/+Ldq2fHEcQwc2MmI0 https://t.me/+Ldq2fHEcQwc2MmI0

3 Nov 2026, 01:14 UTC3 viewsread 3 November 2026

اگه خودارضایی میکنی💦👨‍🦯و خسته شدی میخوای درس بخونی و هی فکرت میره تو این فکرای 🔞 پست آخر برای خودته سعی کردم خیلی خودمونی حلش کنم😂🙃 بدون سانسور ❌👇 https://t.me/+Ldq2fHEcQwc2MmI0 https://t.me/+Ldq2fHEcQwc2MmI0

3 Nov 2026, 00:20 UTC1 viewsread 3 November 2026

دختره از تجربیات و دوران رل زدن و رفع نیاز جنسی و ... خودارضایی ... شاگردش توی سال کنکور خودشم گفته🚶‍♂️♥️👇 @KHODERZAIE

3 Nov 2026, 00:20 UTC1 viewsread 3 November 2026

پسرا ۹۰ درصدتون دارید جوین میشید😐😂

Showing the 12 most recent of 592 posts we hold for @ketbex. 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.

Posts recorded as deleted after publishing

We recorded 56 posts on @ketbex as deleted — posts this register held that were missing from the channel’s public page on two separate reads, taken from different network addresses at least an hour apart.

A deletion is not wrongdoing. This register can see that a post it held is no longer on the channel’s public page, and when — not why. Expired ad placements, reposts, rotating links and corrections all look the same. This is a count of recorded detections, not an exact total: it misses deletions we could not see, because only a post we held and later re-read inside the page can be seen to go, and it may include a small number of wrong records. How this is measured.

First seen missing
8 August 2026
Most recent seen missing
2 November 2026
Median time before seen missing
23 hours
Seen missing in the last 30 days
20

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

Named by 23 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.

کتاب ماجرای فرمول بیست
@Fo_maj · 42,183
369 posts
کیوبی Qb ماجرای بیست شو
@MaFop · 31,399
334 posts
فرمول ماجرای بیست
@xnzkt · 25,849
309 posts
کتاب ماجرای فرمول بیست
@Fojxi · 70,269
297 posts
نهایی زیست خیراندیش دهم یازدهم دوازدهم
@rbjqn · 53,692
6 posts
آزمون دوپینگ ماز
@ku_ho · 26,905
5 posts
آزمون تشریحی ماز
@Aezemn · 28,115
4 posts
نکته تست زیست زمین همدانی
@gw_zi · 22,474
4 posts
زمین چلاجور رجایی همدانی
@wnslj · 26,755
4 posts
نهایی عربی واعظی دهم یازدهم دوازدهم
@ar_vaz · 25,016
3 posts
نهایی دینی فکری
@gdhbp · 33,351
3 posts
نهایی زبان قریشی
@gho_za · 48,209
3 posts
نهایی فیزیک براتی
@Nokwj · 55,267
3 posts
نهایی فیزیک نوکنده
@qwkhf · 23,428
3 posts
نهایی شیمی بهمن بازرگانی
@rxbql · 53,543
3 posts
زمین شناسی چلاجور
@chelajor · 28,829
2 posts
نهایی دینی فکری کریمی
@di_fek · 26,938
2 posts
نهایی زبان قریشی
@film_paye · 35,459
2 posts
نهایی دینی فکری دهم یازدهم دوازدهم
@ghvqr · 22,757
2 posts
نهایی شیمی بابایی
@sh_bab · 21,190
2 posts
نهایی ریاضی آریان حیدری
@AriianHeydari · 26,360
1 post
نهایی شیمی هادیانفرد فرد
@rtvjw · 55,585
1 post
نهایی زبان قریشی دهم یازدهم دوازدهم
@siewi · 40,694
1 post

Names

Channels on the register whose handles appear in this channel's posts.

فرمول بیست
@KetebDarsibot · 40,452
284 posts
اخبار درسی کنکوری نهایی
@sazemane_sanjesh · 10,370
30 posts
نهایی شیمی مصلایی دهم یازدهم دوازدهم
@qwjga · 23,071
22 posts
نهایی فیزیک نوکنده
@qwkhf · 23,428
22 posts
نهایی ادبیات یکتا و توکلی
@gujst · 28,570
21 posts
زیست یازدهم عمارلو
@rndod · 24,713
21 posts
نهایی زیست حنیف عظیمی
@AzimiOrg · 40,860
20 posts
نهایی فیزیک براتی
@mirwp · 23,533
20 posts
زمین چلاجور رجایی همدانی
@wnslj · 26,755
20 posts
نهایی دینی فکری کریمی
@di_fek · 26,938
19 posts
نهایی زبان قریشی
@gho_za · 48,209
19 posts
نهایی مرادی و فراهانی دهم یازدهم
@qwklf · 23,035
19 posts
نهایی زیست خیراندیش دهم یازدهم دوازدهم
@rbjqn · 53,692
19 posts
نهایی فیزیک شجاعی
@eonrv · 97,553
17 posts
نهایی فیزیک براتی
@Nokwj · 55,267
17 posts
اخبار رسمی سازمان سنجش
@sanjeshrasmi · 436,523
17 posts
نهایی فیزیک قضاتی
@fi_gho · 28,976
16 posts
نهایی زیست فرهمند‌نیا
@frzwa · 30,372
16 posts
نهایی ریاضی حیدری دهم یازدهم دوازدهم
@Hwmwr · 22,572
16 posts
نهایی ریاضی معین کرمی
@rikarami · 33,922
16 posts
نهایی ادبیات یکتا جعفری
@ad_yek · 27,456
15 posts
نهایی عربی فلاح واعظی
@ar_fav · 26,340
15 posts
نهایی شیمی فراهانی
@qozcr · 36,368
15 posts
نهایی ریاضی آریان حیدری
@qwzdf · 23,116
15 posts

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 4 November 2026 — this entry's latest reading, not the date you are reading this.

“کتاب کمک درسی نهایی کنکوری” (@ketbex), 78,995 subscribers as measured 4 November 2026. Telegram Register, tgregister.com/channel/ketbex.

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.