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Channel

کتاب های کمک درسی

@PlusKetaab

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Reactions · Posts · Posts edited after publishing · Posts recorded as deleted · Citations · Handles named that no longer answer · Cite this entry

44,081subscribers

-16,232 since we began measuring on 7 August 2026

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

Register entry

Telegram ID-1002770986893
TypeChannel
Username@PlusKetaab
CreatedBetween 1 June 2025 and 30 September 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live9 November 2026
Measurements held63
Confirmed unchanged1 time, most recently 9 November 2026
On Telegramt.me/PlusKetaab

Topic

Education — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 9 September 2026 and assigned it the closest of 31 fixed categories, at 99% 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 9 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)
Posted firstThenOverlapGap
@PlusKetaab/62650 · this entry8 Sept 2026, 13:51 UTC@Shimifarahanih/1098638 Sept 2026, 17:45 UTC1.003.9 hours
@PlusKetaab/65655 · this entry14 Sept 2026, 13:42 UTC@Shimifarahanih/11296814 Sept 2026, 22:45 UTC1.009.1 hours
@Shimifarahanih/11286414 Sept 2026, 17:38 UTC@PlusKetaab/65735 · this entry14 Sept 2026, 17:39 UTC1.00under a minute
@Shimifarahanih/11326215 Sept 2026, 17:30 UTC@PlusKetaab/66134 · this entry15 Sept 2026, 17:30 UTC1.00under a minute
@Shimifarahanih/11424917 Sept 2026, 19:23 UTC@PlusKetaab/67122 · this entry17 Sept 2026, 19:23 UTC1.00under a minute
@Shimifarahanih/11269114 Sept 2026, 08:54 UTC@PlusKetaab/70542 · this entry24 Sept 2026, 20:37 UTC1.0010 days
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
ChannelMatching postsText overlapTypical gapPublished first
@Shimifarahanih60 (8/8 hand-verifiable sample passed)1.00under a minute@Shimifarahanih (55–5)
@moeinkaramih59 (8/8 hand-verifiable sample passed)1.00under a minute@moeinkaramih (50–9)
@Pluskonkourr9 (8/8 hand-verifiable sample passed)1.00under a minute@Pluskonkourr (8–1)
@BioMazeh9 (8/8 hand-verifiable sample passed)1.0016 minutes@BioMazeh (7–2)
@Filimokonkouri8 (8/8 hand-verifiable sample passed)1.002 minutes@Filimokonkouri (6–2)
@IRINewss8 (8/8 hand-verifiable sample passed)1.00under a minute@IRINewss (8–0)
@FilimoDarsi7 (7/7 hand-verifiable sample passed)0.984 daysthis entry (4–3)
@MedicalAnime5 (5/5 hand-verifiable sample passed)1.00under a minute@MedicalAnime (5–0)
@FrahmandMaz5 (5/5 hand-verifiable sample passed)0.984.1 hours@FrahmandMaz (3–2)

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. 144 of the 144 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 338 comparable posts for this entry, running 25 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 @Shimifarahanih. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_copy · clone_mutual, 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.

Growth

44,08160,31352,1977 August 20269 November 2026
63 measurements spanning 94 days, net -16,232. 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 41,646–62,748 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 63
Measured (UTC)SubscribersChange
9 Nov 2026, 18:1944,081-118
8 Nov 2026, 09:4544,199-99
7 Nov 2026, 07:1744,298-91
6 Nov 2026, 06:0744,389-89
5 Nov 2026, 02:4444,478-76
4 Nov 2026, 03:1944,554-81
3 Nov 2026, 06:2044,635-84
2 Nov 2026, 04:3744,719-53
1 Nov 2026, 05:0744,772-87
31 Oct 2026, 02:4844,859-100
30 Oct 2026, 00:3644,959-80
28 Oct 2026, 23:3545,039-103
27 Oct 2026, 19:3745,142-95
26 Oct 2026, 20:3445,237-63
25 Oct 2026, 22:0045,300-48
25 Oct 2026, 00:4545,348-96
24 Oct 2026, 03:3045,444-95
23 Oct 2026, 05:1045,539-101
22 Oct 2026, 05:4145,640-128
20 Oct 2026, 23:1445,768first reading

Engagement

594 posts held, back to 25 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 196 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
0.773%
avg views ÷ 44,081 subscribers
Avg views / post
341
188 posts measured
Reaction rate
11.0%
reactions ÷ views · ER floor
Posts in window
188
of 594 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 115 of 188 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 11 November 2026
Posts held594 (25 July 2026 – 11 November 2026)
Views total64,041
Reactions total7,012
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken11 Nov 2026, 00:57 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
155
Links
180

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. Below Telegram’s rounding threshold, so these counts are exact.

Video runtime
16s
Average length
2s

Measured directly from 8 videos 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

23,460 reactions across 397 posts, in 14 distinct kinds. The most used accounts for 60.7% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤14,24560.7%
👍1,6937.22%
🔥1,4035.98%
🍓1,2985.53%
❤‍🔥9023.84%
👌8973.82%
😍7953.39%
🤩7573.23%
💘4531.93%
💋3141.34%
💅2000.853%
🆒1850.789%
👀1830.78%
🗿1350.575%

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 398 of the 594 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 23,460 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 594 most recent posts we hold, published 25 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: 15 of 188 posts held from the last 30 days (7.98%) 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).

11 Nov 2026, 00:56 UTC1 viewsread 11 November 2026
Photo

✔️ کانال رسمی موسسه ماز در تلگرام👇❤️ 🔗 @Biomaze 🔗 @Biomaze

Signed دانر

10 Nov 2026, 20:46 UTC22 viewsread 11 November 2026

گشاد بازیو بذار کنار دیگه بسه!😵 اگه کنکوری ای وقتشه شروع کنی درسو؛ پی دی اف برنامه خفن تا کنکور!! با برنامش دهنت سرویس می‌شه ولی رشته تاپ و دانشگاه تاپ پیش روته! ⬅️شروع برنامه: فردا ⬅️برنامه ویژه نهایی و کنکور 🔴برنامه دوازدهم 🎯دریافت pdf برنامه تجربی 🎯دریافت pdf برنامه ریاضی 🎯دریافت pdf برنامه انسانی 🔴برنامه پایه 🎯دریافت pdf برنامه تجربی 🎯دریافت pdf برنامه ریاضی 🎯دریافت pdf برنامه انسانی فارغ التحصیلا رو دوازد…

Signed ROJ1

10 Nov 2026, 17:01 UTC68 views10 reactionsread 11 November 2026
Photo

🏛💕تور مجازی دانشگاه گردی🎡⛲️☁️🌈 🧡تجربیا ⇩⇩ ❉علوم پزشکی تهران ❉علوم پزشکی تبریز ❉علوم پزشکی شیراز 💜ریاضیا ⇩⇩ ✯دانشگاه شریف ✯دانشگاه امیرکبیر ✯دانشگاه علم و صنعت ❤️انسانیا ⇩⇩ ✻دانشگاه تهران ✻دانشگاه علامه طباطبایی ✻دانشگاه بهشتی رو دانشگاه مورد علاقت کلیک کن😻💦👆🏻

❤10

Signed ROJ1

10 Nov 2026, 16:10 UTC72 views10 reactionsread 11 November 2026
Photo

🔴چنل رسمی تاملند در تلگرام😍👇🏻 @Tamland @Tamland

❤10

Signed ROJ1

10 Nov 2026, 14:57 UTC75 views10 reactionsread 11 November 2026
Photo

✔️ کانال رسمی موسسه ماز در تلگرام👇❤️ 🔗 @Biomaze 🔗 @Biomaze

❤10

Signed ROJ1

10 Nov 2026, 12:53 UTC1 viewsread 10 November 2026

برنامه ۱۳ ساعت مطالعه+۷ساعت خواب+ ۲ ساعت گوشی+ ۲ ساعت ناهار،شام....دهنت سرویس میشه با برنامش ولی قبولی تضمینیه👇 https://t.me/+g1dibuSKQXRkZTI0

Signed دانر

10 Nov 2026, 11:25 UTC110 views15 reactionsread 11 November 2026

گشاد بازیو بذار کنار دیگه بسه!😵 اگه کنکوری ای وقتشه شروع کنی درسو؛ پی دی اف برنامه خفن برهان تا کنکور!! با برنامش دهنت سرویس می‌شه ولی رشته تاپ و دانشگاه تاپ پیش روته! ده روز برنامه اختصاصی شروع از فردا. ⬅️شروع برنامه: فردا ⬅️برنامه ویژه نهایی و کنکور 🔴برنامه دوازدهم 🎯دریافت pdf برنامه تجربی 🎯دریافت pdf برنامه ریاضی 🎯دریافت pdf برنامه انسانی 🔴برنامه پایه 🎯دریافت pdf برنامه تجربی 🎯دریافت pdf برنامه ریاضی 🎯دریافت…

❤15

Signed ROJ1

10 Nov 2026, 00:51 UTC1 viewsread 10 November 2026
Photo

استاد مصلایی عزیز چنل تلگرام زده😂🔥 @shimi_mosalai

Signed دانر

9 Nov 2026, 18:18 UTC206 views31 reactionsread 11 November 2026
Photo

🏛💕تور مجازی دانشگاه گردی🎡⛲️☁️🌈 🧡تجربیا ⇩⇩ ❉علوم پزشکی تهران ❉علوم پزشکی تبریز ❉علوم پزشکی شیراز 💜ریاضیا ⇩⇩ ✯دانشگاه شریف ✯دانشگاه امیرکبیر ✯دانشگاه علم و صنعت ❤️انسانیا ⇩⇩ ✻دانشگاه تهران ✻دانشگاه علامه طباطبایی ✻دانشگاه بهشتی رو دانشگاه مورد علاقت کلیک کن😻💦👆🏻

❤25🔥6

Signed ROJ1

9 Nov 2026, 12:51 UTC2 viewsread 9 November 2026

پشمام واقعا کرمیه😐😐😐

Signed دانر

9 Nov 2026, 12:51 UTC2 viewsread 9 November 2026
Photo

سلام معین کرمی هستم دبیر ریاضی آلفا اسکول❤️ تدریس کلاسا و جزواتمو تو چنلم گذاشتم براتون 👇🏻 💠 @MOEINKARAMI

Signed دانر

9 Nov 2026, 04:04 UTC314 views54 reactionsread 11 November 2026

♥️ " کتاب ریاضی و آمار جامع انسانی خیلی سبز (جلد ۲: درسنامه) " کیفیت بالا مناسب پـرینـت رنـگی 😍 💰 قیمت : ۹۰۰.۰۰۰ تومان 📚 تعداد صفحات: ۲۶۰ صفحه ♥️ دانلود رایگان کتاب ♥️معرفی کتاب و راهنمای استفاده ♥️دریافت جلد یک ------------------------------------------------- 📱 @PlusKetaab -------------------------------------------------

❤27🤩19🍓3👍3💋2

Signed ROJ1

Showing the 12 most recent of 594 posts we hold for @PlusKetaab. 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 edited after publishing

@PlusKetaab edited 2 posts after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.

An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.

First edit seen
16 October 2026
Most recent edit
16 October 2026

Posts recorded as deleted after publishing

We recorded 4 posts on @PlusKetaab 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
8 August 2026
Median time before seen missing
70 minutes
Seen missing in the last 30 days
0

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.

Mentions

Named by 7 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.

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

“کتاب های کمک درسی” (@PlusKetaab), 44,081 subscribers as measured 9 November 2026. Telegram Register, tgregister.com/channel/PlusKetaab.

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.