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 11 August 2026 and assigned it the closest of 31 fixed categories, at 98% 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 why it has no browse page of its own yet.
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 (6 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 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 10 comparable posts for this entry, running 16 December 2023 to 11 June 2025. 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 @javaherdozi_dorsa — which is this entry. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_source, last confirmed 6 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.
3 measurements taken within a single day, net -1. 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 2,486–2,487 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
7 Aug 2026, 03:48
2,486
-1
6 Aug 2026, 05:34
2,487
no change
6 Aug 2026, 05:03
2,487
first reading
Engagement
20 posts held, back to 26 July 2022 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 2 pagesof 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 June 2025. An engagement rate over an empty window would be a number about nothing.
What this channel posts
Photos
≈2,530
Videos
≈432
Links
≈562
Lifetime counters from Telegram’s own channel header, read 7 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
15s
Average length
15s
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.
به من بگو و من فراموش می کنم. به من آموزش بده و من یادم می ماند. مرا درگیر کن و من یاد می گیرم.
💥💥💥
مینی دوره رایگان آموزشی ،همه روزه ساعت ۱۱ صبح یه آموزش ناب و کاربردی 👌
دوشنبه آشنایی با مزاج بلغم وبیماریهای شایع این مزاج
✅سه شنبه :راهکاروتدابیر و تغذیه مخصوص این مزاج
✅چهارشنبه :آشنایی با مزاج سودا و بیماریهای این مزاج
✅پنجشنبه راهکار و تدابیر و تغذیه مخصوص این مزاج
لینک گروه 👇👇
https://rubika.ir/joing/HJBCDI…
التماس دعا بابت این روزهایی که همه در حال دعا و راز و نیاز هستن و کائنات ارتعاش بالایی داره برای اجابت حتما آرزوهاتونو با ایمان به اجابت تقاضا کنید
💚💚💚💚💚💚💚💚💚💚💚💚💚💚
به همین مناسبت جهت اجابت شدن دعا و خیرات برای شادی روح پدر عزیزم 🖤(فاتحه بخونید ) یه تخفیف روی آموزشها گذاشتم از امروز تا روز عاشورا
آموزش زیورآلات 30مدل و80مدل به قیمت 200,000تومن
عزیزانی که تقاضا تخفیف برای این دوره ها داشتید برای آخرین بار با این …
التماس دعا بابت این روزهایی که همه در حال دعا و راز و نیاز هستن و کائنات ارتعاش بالایی داره برای اجابت حتما آرزوهاتونو با ایمان به اجابت تقاضا کنید
💚💚💚💚💚💚💚💚💚💚💚💚💚💚
به همین مناسبت جهت اجابت شدن دعا و خیرات برای شادی روح پدر عزیزم 🖤(فاتحه بخونید ) یه تخفیف روی آموزشها گذاشتم از امروز تا روز عاشورا
6 مدل جواهر دوزی حشرات فاخر 350,000
عزیزانی که تقاضا تخفیف برای این دوره ها داشتید برای آخرین بار با این قیمت تقدیم م…
التماس دعا بابت این روزهایی که همه در حال دعا و راز و نیاز هستن و کائنات ارتعاش بالایی داره برای اجابت حتما آرزوهاتونو با ایمان به اجابت تقاضا کنید
💚💚💚💚💚💚💚💚💚💚💚💚💚💚
به همین مناسبت جهت اجابت شدن دعا و خیرات برای شادی روح پدر عزیزم 🖤(فاتحه بخونید ) یه تخفیف روی آموزشها گذاشتم از امروز تا روز عاشورا
جواهر دوزی مقدماتی100,000تومن
عزیزانی که تقاضا تخفیف برای این دوره ها داشتید برای آخرین بار با این قیمت تقدیم میشه
چو…
التماس دعا بابت این روزهایی که همه در حال دعا و راز و نیاز هستن و کائنات ارتعاش بالایی داره برای اجابت حتما آرزوهاتونو با ایمان به اجابت تقاضا کنید
💚💚💚💚💚💚💚💚💚💚💚💚💚💚
به همین مناسبت جهت اجابت شدن دعا و خیرات برای شادی روح پدر عزیزم 🖤(فاتحه بخونید ) یه تخفیف روی آموزشها گذاشتم از امروز تا روز عاشورا
آموزش زیورآلات 30مدل و80مدل به قیمت 200,000تومن
چ جواهر دوزی حشرات فاخر 350,000
و جواهر دوزی مقدماتی100,000تومن
سه دور…
پک عیدانه شماره 2
30مدل خاص و تک بصورت یکجا در کانال اموزش
قیمت دوره 200000تومن
🔴🔴🔴🔴🔴🔴🔴🔴🔴🔴🔴🔴🔴
مربی درسا طباطبایی
شماره کارت
6062561015217998
بانک ملل
بعد از واریز مبلغ رسید به پی وی ارسال کنید ودر گروه آموزش اد بشید
@dorsa1394t
سلام به دوستان عزیز و هنرمند
🔴🔴آموزش پک عیدانه🔴🔴🔴
شامل 90 مدل در یک گروه به قیمت 250000تومن
فیلمها اماده و در کانال اموزشی
اموزش برای مبتدی و پیشرفته هست و هر کسی میتونه شرکت کنه
شماره کارت بانک ملی
6062561015217998
بانک ملل
سیده درسا طبا طبایی
@Dorsa1394t
عکس از رسید بفرستید در پی وی تا در گروه و کانال اد بشید
🍀♥️🍀♥️🍀♥️🍀♥️🍀♥️🍀♥️🍀♥️
روز دختر رو به همه دخترای همراه
دخترای دیروز دخترای امروز تبریک میگم
به همین مناسبت تخفیف رو دوره جدید سمبل ماهای سال براتون میزارم
عزیزان همراه این تخفیف مخصوص شما هنرجوهای عزیز خودم هست
قیمت اصلی دوره جواهر دوزی سمبل ماهای سال ۵۰۰,۰۰۰ تومنه که از الان تا فردا شب
فقط با قیمت 198000تومن میتونید شرکت کنید
برای تهیه دوره با تخفیف60درصدی مبلغ رو به شماره کارت
6062561015217998
درسا طباطبایی واریز …
🍀❤️💜درود بر همراهان جانم💜❤️🍀
دوره جواهر دوزی سمبل ماها رو نمایی شد
💜💜❤️💜❤️💜❤️💜💜💜💜💜💜💜
هزینه دوره 500,000تومن که به مناسبت روز دختر با هزینه 398,000 تقدیم میشه
❤️❤️💜❤️💜❤️💜❤️💜❤️💜❤️💜❤️💜❤️
پک متریال هر گلسینه با بهترین کیفیت آماده شده
و طرح هر مدل آماده و روی لایی برچسب اسکن شده که شما به راحتی عین طرح رو روی نمد یا تور انتقال بدید و یه طرح بدون نقص و کامل داشته باشید این طرحها به صورت اشانتیون روی پکها قرار داره
قیم…
آموزش گلسینه یلدایی🍉🍉🍉🍉🍉🍉🍉🍉🍉🍉🍉🍉🍉
آموزش کامل همراه با پشتیبانی و رفع اشکال
اپدیت ماهانه
آموزش آماده در کانال آموزش قرار داره
و به محض وارد شدن میتونید استفاده کنید
🍀🍀🍀🍀🍀🍀🍀🍀🍀🍀
بهای مادی 300,000تومن
ولی به مناسبت یلدا با تخفیف بالای 50درصد
فقط با 120,000تومن میتونید این آموزش خفن رو داشته باشید
🌺🌸🌼🌻🌺🌸🌼🌻🌺🌸🌼🌻
با یاد گیری این مدل پر از نکته و جذاب
هر مدل دیگه ای هم داشته باشید میتونید راحت انجام بدید
و در ضمن برای کسا…
Showing the 12 most recent of 20 posts we hold for @javaherdozi_dorsa. 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.
Citation-graph rank
Citation-graph rank — 710,589 of 1,151,006entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.
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
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.
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 7 August 2026 — this
entry's latest reading, not the date you are reading this.
“جواهر دوزی درسا😍” (@javaherdozi_dorsa), 2,486 subscribers as measured 7 August 2026. Telegram Register, tgregister.com/channel/javaherdozi_dorsa.
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.