Ecommerce storefront — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B, prompt version 1) read this channel’s own recent posts on 11 November 2026 and assigned it the closest of 31 fixed categories, at 87% 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 1 other registered channel. This entry also forms a group of 2 channels linked by matching posts. 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)
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
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 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.
“Published first” means first in this corpus. We hold 20 comparable posts for this entry, running 22 February 2023 to 11 May 2024. 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 2 channels, the one whose matching posts we hold earliest is @cctv_shabafrooz. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_source, 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 2 registered channels linked by matching posts. 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.
2 measurements spanning 6 days. 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 9–11 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
12 Aug 2026, 08:31
10
no change
5 Aug 2026, 23:57
10
first reading
Engagement
20 posts held, back to 22 February 2023 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page 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 20 posts for this entry, the most recent from 11 May 2024. An engagement rate over an empty window would be a number about nothing.
What this channel posts
Photos
≈5,690
Videos
≈1,350
Links
≈403
Lifetime counters from Telegram’s own channel header, read 12 August 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
12m 34s
Average length
40s
Measured directly from 19 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.
#️⃣ #shabafrooz_system
📅 1403/02/22, 01:56:20
👤 shabafrooz_system
❤️ 2
▶️ 24
💬 0
🎥 00:01:00
امنیت را جدی بگیرید 💥✋️
این بار امنیت را با ما امتحان کنید😎
بابیش،از ۲۸ سال تجربه درحوزه سیستم های امنیتی در خدمت امنیت شما همشهریان عزیز ومحترم هستیم.
💥 فروش ونصب دوربین مداربسته، دزدگیر اماکن بصورت نقدواقساط همراه با 4سال گارانتی و 10 سال خدمات پس از فروش
راهای ارتباط با کارشناسان ما 👇👇
📲 0915_318_0245
📲 0915_825_9374…
#️⃣ #shabafrooz_system
📆 1402/12/13 00:50:28
📃 :
#امنیت_تخصص_ماست😍✌️
برای اینکه در جای درست قرار بگیری
تلاش کن کسانی را داشته باشی،که درجای درست قرار گرفته اند ✌️✌️
تخصص ما ایجاد امنیت اموال شماست ✋️
با ۲۸ سال تخصص وتجربه
با داشتن تیم اجرایی قوی وتیم پشتیبانی قدرتمند
وتعهد به کار
آماده همکاری با فروشگاها
، باغ ویلاها ، باغ تالارها ، نهادهای دولتی ، منازل ومحل کار شما عزیزان با بهترین متریال موجود در بازار هستی…
#️⃣ #shabafrooz_system
📆 1402/11/12 03:16:21
📃 :
ا✌✌یجاد امنیت هزینه نیست ✌✌
بلکه سرمایه گذاری بلند مدت است 👍😉
💥علاج واقعه را قبل از وقوع باید کرد 💥
✨ بدون معطلی با کارشناسان ما در ارتباط باشید واز مشاوره وبازدید رایگان ما بهرمند گردید
📲 0915_318_0245
📲 0915_825_9374
#گروه_امنیت_سازان_شب_افروز_مشهدمقدس
@Shabafrooz_system
#طراحی_مشاوره_فروش_اجرا
کلیه سیستمهای امنیتی ونظارتی بصورت نقد واقساط
#دوربین_مداربسته #…
#️⃣ #shabafrooz_system
📆 1402/11/06 01:28:04
📃 :
شما به رضایت مشتری فکر میکنید یا سود بیشتر؟؟
💥 اساتید بزرگ ما خوب می دانند کسانی که به دنبال سود بیشتر هستند قبل از هر چیز بر روی معقوله #رضایت_مشتری تمرکز میکنند.
در طول ۲۸ سال افتخار و خدمت همیشه به رضایت همه جانبه مشتری اندیشده ایم .
همیشه بهترین انتخاب ها را برای کارفرما داشته ایم ، به نوعی که گاهن این انتخاب منجر به کمتر شدن سود ما شده است . اما بازهم ضرر نکر…
#️⃣ #shabafrooz_system
📆 1402/09/21 21:49:08
📃 :
اگر حرف دل شما هم هست لایک کنید تا حمایت بشیم🌹✋
در حافظه بلند مدت خود ثبت کرده ایم محبت ها وحمایت های شما دوستان ارزشمندمان را❤❤❤
گروه فنی مهندسی شب افروز با بیش از ۲۸ سال تجربه در حوزه سیستمهای امنیتی
آماده خدمت رسانی به شما همشهریان گرانقدر وتمامی نهادهای دولتی- ادارات- کارخانجات میباشد
شماره های ارتباط با کارشناسان ما👇👇👇
0915_318_0245
0921_572_9430
0915_825_93…
#️⃣ #shabafrooz_system
📆 1402/09/14 22:17:31
📃 :
امنیت اموال شما اولویت ماست ✋
قطعا برای تجهیز منزل ومحل کار خود به سیستمهای امنیتی نیازمند کارشناس ومجری کارکشته خواهید بود.
ما با ۲۸ سال تجربه در حوزه سیستمهای امنیتی گزینه مطمئنی هستیم برای انتخاب شما 😎
پس بدون معطلی تماس بگیرید 😉
📲 0915_318_0245
📲 0915_825_9374
📲 0915_825_9437
#گروه_امنیت_سازان_شب_افروز_نوروزی مشهدمقدس
#دوربین_مداربسته #دوربین_ip #دوربین_دید…
#️⃣ #shabafrooz_system
📆 1402/08/05 02:04:02
📃 :
پروژه نصب وراه اندازی دوربین مداربسته از برند محبوب TVT
در فروشگاه آجیل و خشکبار برادران مهدوی مشهد مقدس
امیدوارم کیفیت محصول واجرای تیم اجرایی ما مورد رضایت دوستان گلم برادران مهدوی قرار گرفته باشد ✋🌹
♨️ دوربین های استفاده شده دراین پروژه ترکیبی از دوربین های تحت شبکه و آ اچ دی سوپر استار لایت از برند محبوب تی وی تی میباشد .
با یکبار مراجعه به ما نه تنها مشتری ما خ…
#️⃣ #shabafrooz_system
📆 1402/05/12 02:52:15
📃 :
اعتبار ما = از اعتماد شماست ✋🌹
اینبار امنیت منزل ومحل کار خود را به ما بسپارید. 😍
ازشما عزیز مهربان که با لایک وکامنت های زیباتون ازما حمایت میکنید صمیمانه سپاس گذاریم🌹❤
پروژه طراحی ' نصب وراه اندازی سیستم های نظارتی صنایع چوب سالاری مشهد مقدس.
باشرایط نقد واقساط همراه با چهار سال گارانتی صاحب دوربین مداربسته ودزدگیر اماکن شوید .
شماره تماس با کارشناسان ما 👇👇
📲0915_…
#️⃣ #shabafrooz_system
📆 1402/02/22 02:24:39
📃 :
#امنیت_هزینه_نیست_سرمایه_ایست_بلندمدت
ممنونم که جهت حمایت از ما لایک میکنید 🌹😘
با بیش از سه دهه فعالیت در حوزه سیستمهای امنیتی در خدمت شما همشهریان عزیز هستیم.
#اعتبارمااعتمادشماست ✋
طراحی 'نصب وراه اندازی سیستم های امنیتی و نظارتی لبنیات محله با مدیریت برادران با اصالت هنرمند .
خداوند رو شاکریم از داشتن دوستانی خوب چون حاج محسن آقا و آقا اسماعیل و محمد جان هنرمند …
Showing the 12 most recent of 20 posts we hold for @shabafrooz_system. 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.
Mentions
Named by 1 registered channel — 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.
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.
Handles this channel named that no longer answer
Dead references
9
handles named in this channel’s posts, vacant today
Evidenced gone
0
we ourselves saw one of these resolve, at some point
Never seen alive
9
vacant every time we have ever looked
@shabafrooz_system named 9 handles that resolve to nothing today. That is a fact about the reference, not necessarily a fact about the handle’s history — see the two groups below.
Most of these may never have existed as a live channel at all. A handle a channel names can be a typo, an aspirational name nobody registered, or a channel that was already gone before this one ever mentioned it. Unless a row below is marked evidenced, all we know is that it references a handle that is not a live channel today — not that anything “died”. How this is measured.
Never seen alive
References a handle that is not a live channel — we have no record it ever was one.
@shabafrooz_system2 named in 4 posts, 13 August 2026 – 13 August 2026
@hnrmndasmayl35gmail named in 1 post, 13 August 2026 – 13 August 2026
@mahdavinuts named in 1 post, 13 August 2026 – 13 August 2026
@masoudmahdavi9356 named in 1 post, 13 August 2026 – 13 August 2026
@mohamad_32333 named in 1 post, 13 August 2026 – 13 August 2026
@salari9521 named in 1 post, 13 August 2026 – 13 August 2026
@shabafrooz_2019 named in 1 post, 13 August 2026 – 13 August 2026
@amirhossein1672 named in 1 post, 13 August 2026 – 13 August 2026
@yekta_studio_ named in 1 post, 13 August 2026 – 13 August 2026
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 12 August 2026 — this
entry's latest reading, not the date you are reading this.
“📸 شب افروز 💥💥” (@shabafrooz_system), 10 subscribers as measured 12 August 2026. Telegram Register, tgregister.com/channel/shabafrooz_system.
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.