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Channel

دانش مشتری

@Customer_science

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · Posts · Citations · Cite this entry

273subscribers

-6 since we began measuring on 7 August 2026

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

Register entry

Telegram ID-1001753358051
TypeChannel
Username@Customer_science
CreatedBetween 1 December 2021 and 30 April 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live5 November 2026
Measurements held8
Confirmed unchanged1 time, most recently 5 November 2026
On Telegramt.me/Customer_science

Topic

Job listings — 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 27 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 5 other registered channels. This entry also sits inside a group of 10 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
@Travel_and_tours/77631 Jan 2026, 12:10 UTC@Customer_science/353 · this entry31 Jan 2026, 12:20 UTC1.009 minutes
@Travel_and_tours/77729 May 2026, 17:28 UTC@Customer_science/357 · this entry29 May 2026, 17:31 UTC1.003 minutes
@RailWayNewspaper/31329 May 2026, 17:31 UTC@Customer_science/357 · this entry29 May 2026, 17:31 UTC1.00under a minute
@Chief_Managers_Core/32429 May 2026, 17:31 UTC@Customer_science/357 · this entry29 May 2026, 17:31 UTC1.00under a minute
@JobSeekersAssociation/433229 May 2026, 17:31 UTC@Customer_science/357 · this entry29 May 2026, 17:31 UTC1.00under a minute
@iran_travel_tourism/126531 Jan 2026, 12:10 UTC@Customer_science/353 · this entry31 Jan 2026, 12:20 UTC1.009 minutes
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
@Travel_and_tours8 (8/8 hand-verifiable sample passed)1.00under a minuteeven
@RailWayNewspaper15 (8/8 hand-verifiable sample passed)1.00under a minute@RailWayNewspaper (13–2)
@Chief_Managers_Core13 (8/8 hand-verifiable sample passed)1.00under a minute@Chief_Managers_Core (12–1)
@JobSeekersAssociation10 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (8–2)
@iran_travel_tourism6 (6/6 hand-verifiable sample passed)1.00under a minutethis entry (4–2)

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. None of the 6 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 5 January 2026 to 17 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 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 10 channels, the one whose matching posts we hold earliest is @Channels_advertising. That channel is not among the channels listed above, so this entry may share no posts with it and this does not say where this entry’s content came from. It 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 10 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

2732792767 August 2026 — 279 subscribers8 August 2026 — 279 subscribers27 September 2026 — 278 subscribers8 October 2026 — 276 subscribers15 October 2026 — 275 subscribers22 October 2026 — 276 subscribers28 October 2026 — 275 subscribers5 November 2026 — 273 subscribers7 August 20265 November 2026
8 measurements spanning 90 days, net -6. 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 272–280 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
5 Nov 2026, 09:44273-2
28 Oct 2026, 10:38275-1
22 Oct 2026, 05:10276+1
15 Oct 2026, 07:07275-1
8 Oct 2026, 16:17276-2
27 Sept 2026, 04:20278-1
8 Aug 2026, 08:33279no change
7 Aug 2026, 12:11279first reading

Engagement

20 posts held, back to 5 January 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 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 17 June 2026. An engagement rate over an empty window would be a number about nothing.

Recent posts

17 Jun 2026, 12:27 UTC29 viewsread 8 August 2026
Forwarded from @IranRailJob

#استخدام ✅️ یک شرکت لجستیکی و خدمات حمل و نقل بین‌المللی ریلی جهت تکمیل نیروی بازاريابى و عمليات حمل و نقل خارجی خود از متقاضیان محترمی که در حوزه خدمات حمل و نقل ریلى فعالیت نموده اند دعوت به همکاری می نماید. مسئولیت‌ها: - آشنا به حمل و نقل ریلی و صدور انواع بارنامه هاى بين المللى - ⁠آشنايى با امور گمرکی ، کانتینری ، - ⁠تسلط به زبان روسی یا انگلیسی - ⁠آشنایی به امور قرارداد ها و‌ فنون مذاکرات با شرکت های خارجی و‌ …

15 Jun 2026, 02:02 UTC24 viewsread 8 August 2026
Forwarded from @Chief_Managers_Core

#معرفی_گروه ✅ گروه واتساپ کانون مدیران ارشد ایران (۸۰۰ عضو): 🔰 گروهی است برای آشنایی، شبکه سازی، هم افزایی و ارتباط بین مدیران عامل، معاونین، مدیران، اعضا هیات مدیره و مدیران ارشد سازمان‌ها و شرکت‌ها. 📣📣 عضویت در این گروه فعلا از طریق لینک امکان پذیر نبوده و با احراز هویت درخواست کنندگان امکان پذیر می‌باشد. 💠 لطفا ضمن معرفی خود به همراه مسئولیت فعلی یا گذشته به مدیر گروه @Channel_main_admin درخواست عضویت را ارسال…

12 Jun 2026, 20:28 UTC23 viewsread 8 August 2026
Forwarded from @Channels_advertising

#معرفی_کانال ✅ کانال کاریابی ریلی IranRailJob: 🌐 https://t.me/IranRailJob ✴️ فضایی برای به اشتراک گذاری آگهی‌های استخدام، کارآموزی و همکاری با شرکت‌های حوزه ریلی و معرفی کارجویان و متخصصان صنعت ریلی 🌐 https://chat.whatsapp.com/Lc5orG5LRLBLwClnkx4nBS 🆔 @IranRailJob 🔰 معرفی کسب و کار، محصولات، خدمات، کانال یا گروه خود را به ما بسپارید: 💠 ارتباط با ادمین: 🆔 @Channel_main_admin 💠 لینک کانال تلگرام: 🆔 @Channels…

8 Jun 2026, 20:07 UTC18 viewsread 8 August 2026
Forwarded from @Iran_Railway_Specialists

#معرفی_گروه ✅️ گروه حمل و نقل (دریا، جاده، ریل، هوا): 🔰 گروهی برای تعامل، هم‌افزایی و همفکری فعالان حوزه حمل و نقل اعم از دریایی، ریلی (راه‌آهن و مترو)، جاده‌ای و هوایی و سایر حوزه‌های وابسته 📣 تا کنون حدود ۸۵۰ نفر شامل تعداد زیادی از اساتید، متخصصان و مدیران ارشد و میانی دولتی و خصوصی حمل و نقل کشور در این گروه عضو شده‌اند. 🌐 ble.ir/join/9KfknApWMM 🔺️ گروه واتساپ: 🌐 https://chat.whatsapp.com/EvoQBeheBedHaDKG0TN…

6 Jun 2026, 15:08 UTC26 viewsread 8 August 2026
Forwarded from @Channels_advertising

#معرفی_گروه ✅ به گروه ۶،۲۰۰ نفره تلگرام کارفرمایان و کارجویان با حضور تعداد زیادی از کارجویان و مدیران و کارشناسان حوزه جذب و استخدام و منابع انسانی بپیوندید. 👇👇👇 🌐 T.me/KarfarmayanKarjooyan ✴️ اگر کارجو هستید، شغل مورد نظر خود را در اینجا بیابید. ✳️ اگر کارفرما هستید، کارجوی مورد نظر خود را از اینجا استخدام نمایید. 🔰 بصورت کاملا رایگان و تعاملی: 🆔 @KarfarmayanKarjooyan 📣📣 تاکنون بیش از ۲۰۰ نفر اشتغال خود از گ…

4 Jun 2026, 11:17 UTC18 viewsread 8 August 2026
Forwarded from @Iran_Railway_Specialists

#معرفی_گروه ✅️ گروه حمل و نقل (دریا، جاده، ریل، هوا): 🔰 گروهی برای تعامل، هم‌افزایی و همفکری فعالان حوزه حمل و نقل اعم از دریایی، ریلی (راه‌آهن و مترو)، جاده‌ای و هوایی و سایر حوزه‌های وابسته 📣 تا کنون حدود ۸۰۰ نفر شامل تعداد زیادی از اساتید، متخصصان و مدیران ارشد حمل و نقل کشور در این گروه عضو شده‌اند. 🌐 ble.ir/join/9KfknApWMM 🔺️ گروه واتساپ: 🌐 https://chat.whatsapp.com/EvoQBeheBedHaDKG0TNbUS?s=cl&p=a&mlu=4&ilr…

2 Jun 2026, 16:58 UTC28 viewsread 8 August 2026
Forwarded from @Channels_advertisingPhoto

❇️ تور طبیعتگردی کمپینگ در جنگل‌های هیرکانی 🗓 تاریخ: ۱۴ تا ۱۵ خرداد 🔺️ فراز از شلوغی شهر و آرامش در آغوش طبیعت بکر 😃 با کلی برنامه شاد گروهی، سیستم صوتی رقص نور، دورهمی و شب نشناسی دور آتش و آبتنی در برکه ✅جهت هماهنگی و ثبت نام پیام بدید 🆔️ @mikotrip_ir 🔰 پیج اینستای مایکوتریپ را دنبال کنید 🌐 https://www.instagram.com/mikotrip.co?igsh=MXViMWprd3VtOHBxeA== 🆔️ @Channels_advertising

2 Jun 2026, 16:47 UTC18 viewsread 8 August 2026
Forwarded from @Channels_advertising

#معرفی_گروه ✅ هزینه ارسال آگهی معرفی و تبلیغ برای هر بار ارسال به شرح زیر می‌باشد: 1️⃣ فقط کانال‌ها و گروه‌های واتساپ و تلگرام گردشگری: ۵۰ هزار تومان 2️⃣ فقط کانال‌ها و گروه‌های واتساپ و تلگرام کاریابی: ۵۰ هزار تومان 3️⃣ فقط کانال‌ها و گروه‌های واتساپ و تلگرام حمل و نقل: ۵۰ هزار تومان 4️⃣ همه گروه‌های واتساپ: ۴۰ هزار تومان 5️⃣ همه گروه‌ها و کانال‌های تلگرام: ۸۰ هزار تومان (با تخفیف) 6️⃣ همه گروه‌ها و کانال‌ها…

2 Jun 2026, 03:24 UTC8 viewsread 8 August 2026
Forwarded from @Iran_Railway_Specialists

#معرفی_گروه ✅️ گروه حمل و نقل (دریا، جاده، ریل، هوا): 🔰 گروهی برای تعامل، هم‌افزایی و همفکری فعالان حوزه حمل و نقل اعم از دریایی، ریلی (راه‌آهن و مترو)، جاده‌ای و هوایی و سایر حوزه‌های وابسته 📣 تا کنون حدود ۷۵۰ نفر شامل تعداد زیادی از اساتید، متخصصان و مدیران ارشد حمل و نقل کشور در این گروه عضو شده‌اند. 🌐 ble.ir/join/9KfknApWMM 🔺️ گروه واتساپ: 🌐 https://chat.whatsapp.com/EvoQBeheBedHaDKG0TNbUS?s=cl&p=a&mlu=4&ilr…

1 Jun 2026, 16:56 UTC14 viewsread 8 August 2026
Forwarded from @IranRailJob

📢 استخدام حسابدار حمل‌ونقل ✅️ یک شرکت معتبر در حوزه حمل‌ونقل جهت تکمیل کادر مالی خود، از حسابدار مسلط به امور مالیاتی و ترابری دعوت به همکاری می‌نماید. 🔺️ تسلط به حسابداری حمل و نقل 🔺️ تسلط به امور مالیاتی (ارزش افزوده، معاملات فصلی، اظهارنامه) 🔺️ آشنایی با پلمپ و تحریر دفاتر قانونی 🔺️ حداقل دو سال سابقه کار مرتبط 🔺️ منظم، دقیق و مسئولیت‌پذیر 🎁 مزایا: 💰 حقوق توافقی و منظم 🛡️ بیمه تأمین اجتماعی ➕ مزایای قانونی و پا…

31 May 2026, 15:06 UTC20 viewsread 8 August 2026
Forwarded from @Channels_advertising

✅ لینک گروه‌های واتساپ: 🟢 گردشگری: 🔷 گروه واتساپ سفر و گردشگری ۱ (۱،۰۲۰ عضو، ظرفیت محدود): https://chat.whatsapp.com/KpxfBdLGAZj9nPhiWvB5Tz 🔶 گروه واتساپ سفر و گردشگری ۲ (۹۰۰ عضو): https://chat.whatsapp.com/GUxIAjxvApA8wd3cSHPnnh 🔴 کاریابی: 🔷 گروه واتساپ کارفرمایان و کارجویان ۱ (۱،۰۲۰ عضو، ظرفیت محدود): https://chat.whatsapp.com/DqEL0YBE8NkJj8QRHAgaBl 🔶 گروه واتساپ کارفرمایان و کارجویان ۲ (۱،۰۲۰ عضو، ظرفیت محدو…

30 May 2026, 18:54 UTC20 viewsread 8 August 2026
Forwarded from @Iran_Railway_Specialists

#معرفی_گروه ✅️ گروه حمل و نقل (دریا، جاده، ریل، هوا): 🔰 گروهی برای تعامل، هم‌افزایی و همفکری فعالان حوزه حمل و نقل اعم از دریایی، ریلی (راه‌آهن و مترو)، جاده‌ای و هوایی و سایر حوزه‌های وابسته 📣 تا کنون حدود ۷۰۰ نفر شامل تعداد زیادی از اساتید، متخصصان و مدیران ارشد حمل و نقل کشور در این گروه عضو شده‌اند. 🌐 ble.ir/join/9KfknApWMM

Showing the 12 most recent of 20 posts we hold for @Customer_science. 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

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

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

“دانش مشتری” (@Customer_science), 273 subscribers as measured 5 November 2026. Telegram Register, tgregister.com/channel/Customer_science.

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.