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 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 word for word on 1 other registered channel. 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 (1 of the pairs behind the counts below)
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 1 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 11 comparable posts for this entry, running 9 July 2025 to 4 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 2, the earliest publisher we hold is @SpacialBuildingsGroup. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_mutual, 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 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 — 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.
52 measurements spanning 91 days, net -133. 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 10,956–11,129 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 52
Measured (UTC)
Subscribers
Change
5 Nov 2026, 17:01
10,976
-2
4 Nov 2026, 14:06
10,978
-1
3 Nov 2026, 10:46
10,979
-1
2 Nov 2026, 08:20
10,980
-2
1 Nov 2026, 05:38
10,982
-1
31 Oct 2026, 07:48
10,983
+1
30 Oct 2026, 07:16
10,982
-3
28 Oct 2026, 11:27
10,985
-2
27 Oct 2026, 08:40
10,987
-2
26 Oct 2026, 10:49
10,989
-3
24 Oct 2026, 09:26
10,992
-4
22 Oct 2026, 03:36
10,996
-2
20 Oct 2026, 19:59
10,998
-1
19 Oct 2026, 15:39
10,999
-2
18 Oct 2026, 14:16
11,001
-2
17 Oct 2026, 15:00
11,003
-3
16 Oct 2026, 12:44
11,006
-1
15 Oct 2026, 14:56
11,007
-2
14 Oct 2026, 17:26
11,009
-4
13 Oct 2026, 09:45
11,013
first reading
Engagement
53 posts held, back to 9 July 2025 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 48 pages of Telegram’s post history, 20 posts per page.
ERR · 30 days
5.88%
avg views ÷ 10,976 subscribers
Avg views / post
645
18 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
18
of 53 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.
What these figures were computed from
Window
Rolling 30 days · latest post in window 4 November 2026
Posts held
53 (9 July 2025 – 4 November 2026)
Views total
11,614
Reactions total
—
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
6 Nov 2026, 08:13 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
≈2,530
Videos
≈596
Links
≈468
Lifetime counters from Telegram’s own channel header, read 6 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.
Video runtime
8m 42s
Average length
1m 27s
Measured directly from 6 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.
Recent posts
Telegram’s own ‘edited’ marker: 0 of 18 posts held from the last 30 days (0%) 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).
کاملترین و معتبرترین پاسخنامههای تشریحی و تایپشده آزمونهای عمران آبان ۱۴۰۵ منتشر شد🤩
برای دانلود پاسخنامه تایپ شده و تشریحی سبزسازه، همین حالا وارد کانالشون بشید:
🔗@sabzsaze
🔗@sabzsaze
❌ برای محاسبه نمره آزمونتون در کمتر از ۳ دقیقه، میتونین وارد کانال سبزسازه بشین و از ماشینحساب هوشمند سبزسازه استفاده کنید
🔴 پیشنهاد ویژه فرادرس — هر آموزش ۸۹ هزار تومن
🔥 از بین همهی آموزشهای فرادرس یک تا ۳ آموزش رو انتخاب کن؛ هر آموزش رو با ۸۹ هزار تومن دریافت کن!!
👈 کد تخفیف: FRNWT89 👉
🔻 آموزشهای پیشنهادی + مسیرهای یادگیری 🔻
▫️ هوش مصنوعی، کاربردها و ابزارها
▫️ نقشهبرداری
▫️ آموزش GIS
▫️ شهرسازی
▫️ مهندسی زلزله
✅ سایر آموزشها + جزئیات طرح [کلیک کنید]
🔴 توجه: از این کد فقط یکبار میتونی استفاده کنی؛ پس هر ۳ آموزش رو در ی…
کاملترین و معتبرترین پاسخنامه تشریحی و تایپشده آزمون محاسبات آبان 1405 منتشر شد 🤩
برای دانلود پاسخنامه تایپ شده و تشریحی سبزسازه، همین حالا وارد کانالشون بشید:
🔗@sabzsaze
🔗@sabzsaze
❌ برای دریافت پاسخنامههای نظارت و اجرا، حتما عضو کانال سبزسازه بشید.
💣 پاسخ کلیدی، تایپ شده و کامل آزمون نظاممهندسی نظارت عمران آبان ماه ۱۴۰۵ منتشر شد!
🔸 پاسخ های کلیدی
🔸 تایپ شده
🔸 پوشش همه سوالات آزمون
✅ تهیه توسط گروه آموزشی ACE
💬 نظراتتون در مورد آزمون نظارت رو زیر پست اینستاگرامی مون کامنت کنین:
https://www.instagram.com/reel/DfHMyHyxe8d/?xtok=cGJ3anQ2bWc3MDgw
➖➖➖➖➖➖➖➖➖➖
مشاوره رایگان قبولی در آزمون محاسبات، نظارت و اجرا با ارسال کلمه "مشاوره" به آیدی زیر:
🆔 @civil_engi…
💣 پاسخ تشریحی، تایپ شده و کامل آزمون نظاممهندسی اجرا عمران آبان ماه ۱۴۰۵ منتشر شد!
🔸 پاسخ های تشریحی
🔸 تایپ شده
🔸 پوشش همه سوالات آزمون
✅ تهیه توسط گروه آموزشی ACE
💬 نظراتتون در مورد آزمون اجرا رو زیر پست اینستاگرامی مون کامنت کنین:
https://www.instagram.com/reel/DfHMyHyxe8d/?xtok=cGJ3anQ2bWc3MDgw
➖➖➖➖➖➖➖➖➖➖
مشاوره رایگان قبولی در آزمون محاسبات، نظارت و اجرا با ارسال کلمه "مشاوره" به آیدی زیر:
🆔 @civil_engi…
💥 رایگان شد — آموزش «ابزارهای کاربردی اکسل Excel» در فرادرس
⏳ فرصت محدود ⏳
💯 در این طرح رایگان، هر هفته امکان دسترسی رایگان به یک آموزش به مدت دو هفته فراهم میشود؛ فرصتی برای یادگیری یک مهارت تازه، بدون پرداخت هزینه.
🎁 کد تخفیف ۱۰۰ درصدی: FRMT42
✅ مهلت استفاده از کد تخفیف: جمعه، ۸ آبان ۱۴۰۵
🔻 ابزارهایی مانند مرتبسازی و فیلتر دادهها، قالببندی شرطی و جدول محوری، تحلیل دادهها و تهیه گزارشهای دقیق را در اکسل ی…
🔴 آخرین فرصت — ۳ آموزش از فرادرس انتخاب کن؛
💯 هر آموزش رو با ۸۹ هزار تومن دریافت کن!!
🎁 کد تخفیف: FRNWT89
🎯 آموزشهای پیشنهادی برای شما:👇
▫️ اصول و نکات اجرایی ساختمان سازی
▫️ نقشه کشی عمومی ساختمان
▫️ مبحث ۲۳ مقررات ملی ساختمان – الزامات ترافیکی
▫️ رویت آرکیتکچر Revit Architecture در معماری
▫️ اتوکد – ترسیمات دو بعدی در AutoCAD
✅ سایر آموزشها + جزئیات طرح [کلیک کنید]
🔴 توجه: از این کد فقط یکبار میتونی…
🎁 طراحی فونداسیون رو رایگان یاد بگیر
اگه میخوای طراحی و اجرای فونداسیون رو اصولی یاد بگیری، این وبینار مناسب شماست
وبینار مدلسازی و نقشههای اجرایی فونداسیون رو فقط برای ۲۴ ساعت رایگان کردیم 🔥
👨🏫 توی این وبینار با مدلسازی فونداسیون در SAFE، تهیه نقشههای اجرایی و جزئیات مهم آرماتورگذاری آشنا میشین.
⭕️برای دریافت وبینار روی لینک زیر کلیک کنین👇
🎉 ۳ تا آموزش دلخواهت رو انتخاب کن!
با تخفیف ویژه از فرادرس دریافت کن... 🎉
🔥 هر آموزش فقط ۸۹ هزار تومن 🔥
💯 همزمان با شروع سال تحصیلی، از بین آموزشهای فرادرس، حداکثر ۳ آموزش دلخواهت رو انتخاب کن و با کد تخفیف FRNWT89 ، هر آموزش رو با ۸۹,۰۰۰ تومن دریافت کن.
🎯 رشتههای پیشنهادی برای شما:👇
🔗 مقررات ملی ساختمان
🔗 گرایش سازه و زلزله
🔗 مهندسی معماری
🔗 مهندسی شهرسازی
✅ مشاهده سایر رشتهها و جزئیات طرح [+]
🔴 توجه: از …
Showing the 12 most recent of 53 posts we hold for @Civill_Academy. 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
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
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
Names
Channels on the register whose handles appear in this channel's 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.
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.
CivilCa @civilca · 63,086 Telegram ranks this channel #38 of 89 here — alongside 88 others — read 22 August 2026
کانال مهندسین عمران | سیویل اجرا @civilejra · 85,466 Telegram ranks this channel #42 of 82 here — alongside 81 others — read 21 August 2026
آزمون | اخبار نظام مهندسی @HiAzmoon · 40,379 Telegram ranks this channel #49 of 74 here — alongside 73 others — read 30 August 2026
گروه مهندسی 2800 @Eng2800 · 62,234 Telegram ranks this channel #51 of 83 here — alongside 82 others — read 22 August 2026
This channel appears in 4 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 5 November 2026 — this
entry's latest reading, not the date you are reading this.
“آکادمی عمران” (@Civill_Academy), 10,976 subscribers as measured 5 November 2026. Telegram Register, tgregister.com/channel/Civill_Academy.
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.