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Telegram profile photo for وادانا | vadana

Channel

وادانا | vadana

@vadana_p

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · What this channel posts · Posts · Citations · Handles named that no longer answer · Cite this entry

23,569subscribers

-883 since we began measuring on 6 August 2026

Risers and fallers across the register · movement among entries of 10,000–31,623.

Register entry

Telegram ID-1002382913418
TypeChannel
Username@vadana_p
CreatedBetween 1 September 2024 and 31 March 2025 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live17 September 2026
Measurements held34
Confirmed unchanged1 time, most recently 17 September 2026
On Telegramt.me/vadana_p

Topic

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 100% 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 (4 of the pairs behind the counts below)
Posted firstThenOverlapGap
@callegiates/1378126 Jul 2026, 16:32 UTC@vadana_p/2286 · this entry26 Jul 2026, 16:33 UTC1.00under a minute
@vadana_p/2289 · this entry28 Jul 2026, 06:32 UTC@callegiates/1378428 Jul 2026, 06:34 UTC1.002 minutes
@callegiates/1378730 Jul 2026, 16:46 UTC@vadana_p/2296 · this entry30 Jul 2026, 16:46 UTC1.00under a minute
@vadana_p/2301 · this entry2 Aug 2026, 18:04 UTC@callegiates/137952 Aug 2026, 18:04 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@callegiates6 (6/6 hand-verifiable sample passed)1.00under a minute@callegiates (51)

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 3 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 17 comparable posts for this entry, running 24 July 2026 to 7 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 @callegiates. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, 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.

Growth

23,56924,45224,010.56 August 2026 — 24,452 subscribers6 August 2026 — 24,452 subscribers6 August 2026 — 24,440 subscribers7 August 2026 — 24,412 subscribers8 August 2026 — 24,387 subscribers9 August 2026 — 24,356 subscribers10 August 2026 — 24,323 subscribers11 August 2026 — 24,289 subscribers12 August 2026 — 24,269 subscribers14 August 2026 — 24,256 subscribers15 August 2026 — 24,236 subscribers16 August 2026 — 24,208 subscribers17 August 2026 — 24,181 subscribers18 August 2026 — 24,163 subscribers19 August 2026 — 24,142 subscribers20 August 2026 — 24,125 subscribers21 August 2026 — 24,088 subscribers23 August 2026 — 24,052 subscribers24 August 2026 — 24,028 subscribers26 August 2026 — 24,007 subscribers27 August 2026 — 23,989 subscribers28 August 2026 — 23,959 subscribers29 August 2026 — 23,931 subscribers30 August 2026 — 23,911 subscribers31 August 2026 — 23,891 subscribers1 September 2026 — 23,875 subscribers2 September 2026 — 23,850 subscribers3 September 2026 — 23,833 subscribers5 September 2026 — 23,799 subscribers8 September 2026 — 23,728 subscribers11 September 2026 — 23,669 subscribers13 September 2026 — 23,624 subscribers15 September 2026 — 23,604 subscribers17 September 2026 — 23,569 subscribers6 August 202617 September 2026
34 measurements spanning 42 days, net -883. 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 23,437–24,584 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 34
Measured (UTC)SubscribersChange
17 Sept 2026, 04:3623,569-35
15 Sept 2026, 02:2123,604-20
13 Sept 2026, 08:3923,624-45
11 Sept 2026, 09:5723,669-59
8 Sept 2026, 12:5723,728-71
5 Sept 2026, 08:0123,799-34
3 Sept 2026, 10:4723,833-17
2 Sept 2026, 06:3423,850-25
1 Sept 2026, 04:3723,875-16
31 Aug 2026, 03:2423,891-20
30 Aug 2026, 03:3423,911-20
29 Aug 2026, 05:4423,931-28
28 Aug 2026, 04:4323,959-30
27 Aug 2026, 03:1223,989-18
26 Aug 2026, 00:0324,007-21
24 Aug 2026, 22:3524,028-24
23 Aug 2026, 10:5524,052-36
21 Aug 2026, 22:2824,088-37
20 Aug 2026, 17:3324,125-17
19 Aug 2026, 20:0724,142first reading

Engagement

118 posts held, back to 24 July 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 66 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
8.81%
avg views ÷ 23,569 subscribers
Avg views / post
2,080
32 posts measured
Reaction rate
this channel exposes no reaction counts
Posts in window
32
of 118 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
WindowRolling 30 days · latest post in window 3 September 2026
Posts held118 (24 July 20263 September 2026)
Views total66,481
Reactions total
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken3 Sept 2026, 14:40 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

Video runtime
2m 55s
Average length
1m 28s

Measured directly from 2 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

3 Sept 2026, 13:21 UTC241 viewsread 3 September 2026
Forwarded from @danshga_azad

⚜️استخدام ۱۰ نیروی آقا و خانم⚜️ 🔺فقط افراد ساکن تهران و کرج و حومه 🔺درآمد پایه از 20 میلیون تومان 🔺کار به صورت حضوری (برای دانشجویان ساعات کاری منعطف) 🔺سن ۱۷ تا ۲۷سال 🔺بدون نیاز به مدرک تحصیلی و کارت پایان خدمت 🔺آموزش کار به صورت حضوری و رایگان 🔺کار در فضای سوشال با درآمد بالا _-_-_-_-_-_-_-_-_-_-_-_-_-_ 🆔 @nahall_admiin ☎️ 09924425082 🙋‍♀️فرهادی

2 Sept 2026, 19:30 UTC566 viewsread 3 September 2026
Forwarded from @aiif_channelPhoto

روی پل چهارم، آینده‌ی تقاضا رو پیش‌بینی کنید. توی هکاتون پل ۴ قراره سراغ یکی دیگه از چالش‌های واقعی صنعت بریم: پیش‌بینی تقاضای بازار | Demand Forecasting این هکاتون طی همکاری کارخانه هوش‌مصنوعی ایران و جاباما برگزار میشه و تیم‌ها به داده‌های واقعی از جست‌وجو، رفتار کاربران، قیمت، ظرفیت و رزرو دسترسی دارن تا با کمک هوش مصنوعی و یادگیری ماشین، راهکاری برای پیش‌بینی تقاضای آینده بسازن. اگه توی حوزه‌های هوش مصنوعی، ع

2 Sept 2026, 18:10 UTC897 viewsread 3 September 2026
Forwarded from @danshga_azad

🔴 سامانه آموزشیار: دانشجویان عزیز توجه کنید 🖥 جهت مشاهده "لیست دروس"، "اخذ مجوز"، "پرداخت شهریه"، "دریافت کارت امتحان"، "مشاهده و اعتراض به نمرات" و ... بجز (انتخاب واحد و حذف اضافه) در سامانه آموزشیار فقــــــط از لینک زیر استفاده نمایید. 🌐 http://eserv.iau.ir/EServices اخبار تعطیلی مدارس و دانشگاه ها از طریق کانال @danshga_azad اطلاع رسانی میشود

2 Sept 2026, 17:54 UTC855 viewsread 3 September 2026
Forwarded from @ads_danshjo

کلی ازتون پیام داریم که برای انجام پروژه، یه نفر مطمئن و کاربلد نیاز دارید؛ از پایان‌نامه و مقاله بگیر تا پروژه‌های کلاسی هر رشته‌ای. خیلی‌هاتون گفتید سراغ آدم‌های اشتباه رفتید و نتیجه‌اش شده نمره‌ی کم و وقتی که به هدر رفته. برای همین، بعد از کلی بررسی، یه مسیر مطمئن واستون گذاشتیم. یه نفر که خودمون تاییدش کردیم و می‌تونیم با خیال راحت بهتون معرفیش کنیم. اگه پروژه‌ای داری که توش گیر کردی، بیا و فقط بگو پروژه‌ات چی

2 Sept 2026, 17:54 UTC856 viewsread 3 September 2026
Forwarded from @danshga_azad

✅ هر پروژه ای با هر رشته ای دارید پیام بدین به نحو احسن انجام میدن 👆

1 Sept 2026, 22:07 UTC≈1,730 viewsread 3 September 2026

🔺کانال اطلاع رسانی های آموزشیار در روبیکا : http://rubika.ir/danshga_azad

1 Sept 2026, 20:59 UTC≈1,950 viewsread 3 September 2026

#توجه #مهم 🟥برای اطلاع از آخرین اخبار بازگشایی دانشگاه‌ها و ترفند‌های دانشجویی در کانال #اخبار_دانشگاه عضو شوید 👇👇‌ http://rubika.ir/danshga_azad

1 Sept 2026, 18:49 UTC≈2,070 viewsread 3 September 2026

‼️ تلگرام باز هم دچار اختلال میشه اخبار مهم دانشگاه آزاد و وادانا رو از طریق کانال روبیکا ما دنبال کنید 👇👇👇 👇لینک زیر حتما به دوستان خود بفرستید: روبیکا ┏━━ ✦ ━━━━━ http://rubika.ir/danshga_azad ┗━━ ✦ ━━━━━━━━━━━

1 Sept 2026, 18:49 UTC≈2,050 viewsread 3 September 2026

بر خلاف میل باطنیم مجبور ب تبلیغ کانال روبیکا هستم 💔 کسایی ک دارن عضو شن همو گم نکنیم ❤️

1 Sept 2026, 17:45 UTC844 viewsread 2 September 2026
Forwarded from @ads_danshjoVideo

بسم‌الله الرحمن الرحیم ✨ 🚨 تخفیف آخرالزمانی؛ فقط تا آخر امشب! ✍🏻 آموزش غیرحضوری دستخط آیصد با پشتیبانی یک‌ماهه 🔥 فقط ۲۰۰ هزار تومان اگر همیشه دوست داشتی خوش‌خط بنویسی، بهترین فرصت برای شروع است. 🫶🏻 پویش «۹۰ میلیون ایرانی، خوش‌خط آیصدی» شعار ماست؛ تا روزی که ایران، خوش‌خط‌ترین کشور دنیا شود. 🇮🇷 📩 برای ثبت‌نام به آیدی زیر پیام دهید: 👉 @akbarfathi_modir_1 کانال دستخط استاد را دنبال کنین 👇 @khoshkhatsho_ba_akbarfa

1 Sept 2026, 17:45 UTC939 viewsread 2 September 2026
Forwarded from @danshga_azad

🎓 با توجه به درخواست شما دانشجویان محترم، تخفیف ویژه‌ای برای آموزش خوش‌خطی با حضور استاد معتبر و باتجربه در نظر گرفتیم. ⏰ مهلت استفاده از تخفیف محدوده؛ هرچه سریع‌تر ثبت‌نام کنید. ✍🏻

31 Aug 2026, 21:40 UTC≈2,360 viewsread 3 September 2026

#توجه #مهم 🟥برای اطلاع از آخرین اخبار بازگشایی دانشگاه‌ها و ترفند‌های دانشجویی در کانال #اخبار_دانشگاه عضو شوید 👇👇‌ http://rubika.ir/danshga_azad

Showing the 12 most recent of 118 posts we hold for @vadana_p. 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

Named by 3 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 17 September 2026 — this entry's latest reading, not the date you are reading this.

“وادانا | vadana” (@vadana_p), 23,569 subscribers as measured 17 September 2026. Telegram Register, tgregister.com/channel/vadana_p.

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.