Personal blog — 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 51% 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 (5 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 0 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 18 comparable posts for this entry, running 17 February 2026 to 22 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).
Across the whole group of 2, the earliest publisher we hold is @bahadaf — 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.
7 measurements spanning 6 days, net -12. 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 12,918–12,935 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
11 Aug 2026, 18:03
12,920
-4
10 Aug 2026, 19:26
12,924
+1
9 Aug 2026, 17:51
12,923
-3
8 Aug 2026, 14:54
12,926
-7
6 Aug 2026, 16:07
12,933
+1
6 Aug 2026, 02:32
12,932
no change
5 Aug 2026, 22:11
12,932
first reading
Engagement
20 posts held, back to 17 February 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 16 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 22 June 2026. An engagement rate over an empty window would be a number about nothing.
What this channel posts
Photos
≈11,400
Videos
≈1,450
Links
≈8,340
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
2m 07s
Average length
1m 04s
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.
💟💟💟تا زمانی که رفتار ما و تصمیمهای ما به کسی آسیب نمیزند ما توضیحی به کسی بدهکار نیستیم. چقدر زندگی ها که با این توضیح خواستنها و تلاشهای بیهوده برای قانع کردن دیگران بر باد رفتهاند ...
#دکتر_فرهنگ_هلاکویی
#انتشارات_باهدف
⚠️لطفا به کانال اصلی دکتر هلاکویی (انتشارات باهدف) بپیوندید👇👇
@bahadaf
سفارش و مشاوره محصولات ارزشمند دکتر هلاکویی 👇👇👇
وب سایت www.bahadaf.ir
شماره تماس:
☎️ 02188028615
☎️ 02188028491
…
🛑 #تلنگر
تفاوت آدمها و انسان ها:
آدم ها زنده هستند، انسان ها زندگی میکنند!
آدم ها میشنوند، انسان ها گوش می دهند!
آدم ها میبینند، انسان ها عاشقانه نگاه می کنند!
آدم ها در فکر خودشان هستند، انسان ها به دیگران هم فکر می کنند!
آدم ها میخواهند شاد باشند، انسان ها می خواهند شاد کنند!
آدم ها، اسم اشرف مخلوقات را دارند؛ انسان ها، اعمال اشرف مخلوقات را انجام می دهند!
آدم ها انتخاب کرده اند که آدم بمانند؛ انسان ها تغی…
❌#براي همسرتان، همسر (همراه، همدم و دوست) باشيد نه پدر يا مادر
✔️ بسياري از همسزان به اشتباه مهرباني و محبتشان بوي پدری يا مادري ميدهد (بكن، نكن، خوبه، بده)
✔️لطفا نه بجاي او احساس كنيد (بيرون سرده، شال گردنترو ببر؛ اين رژ لب جلفه و ...) ،
✔️ نه بجاي او فكر كنيد و نه بجاي او تصميم بگيريد (اون دوستات فلانند، نمك برات خوب نيست و ...).
#دکتر_فرهنگ_هلاکویی
#انتشارات_باهدف
🎯 @bahadaf 🎯
☎️ سفارش و مشاوره محصولات ارزش…
⚛️#روزي كه شخص امروز را برابر فردا بداند پس درد و لذت امروز را هم مساوي با فردا خواهد دانست. مغز انسان آموخته و آماده است كه امروز درد بكشد و فردا لذت ببرد. او با پذيرفتن دردِ امروز سبب کمتر شروزي كه شخص امروز را برابر فردا بداند پس درد و لذت امروز را هم مساوي با فردا خواهد دانست. مغز انسان آموخته و آماده است كه امروز درد بكشد و فردا لذت ببرد. او با پذيرفتن دردِ امروز سبب کمتر شدن درد فردا ميشود.دن درد فردا ميشود.
…
❌#براي همسرتان، همسر (همراه، همدم و دوست) باشيد نه پدر يا مادر
✔️ بسياري از همسزان به اشتباه مهرباني و محبتشان بوي پدری يا مادري ميدهد (بكن، نكن، خوبه، بده)
✔️لطفا نه بجاي او احساس كنيد (بيرون سرده، شال گردنترو ببر؛ اين رژ لب جلفه و ...) ،
✔️ نه بجاي او فكر كنيد و نه بجاي او تصميم بگيريد (اون دوستات فلانند، نمك برات خوب نيست و ...).
#دکتر_فرهنگ_هلاکویی
#انتشارات_باهدف
🎯 @bahadaf 🎯
☎️ سفارش و مشاوره رایگان محصول…
✅ #عادت_همیشگی_افراد_ناموفق☘
♻♻♻ تا به حال در مورد عادات روزانه افراد موفق مطالب زیادی را منتشر کرده ایم و شاید بهتر باشد نگاهی به عادات افراد ناموفق داشته باشیم. البته ذکر این نکته ضروری است اگر می خواهید به موفقیت های بزرگ دست پیدا کنید، هیچگاه نباید این عادت ها را به زندگی تان راه دهید.
⏪1- نادیده گرفتن:
افراد ناموفق همواره سر خود را مانند کبک، به زیر برف می برند؛ آنها از مواجه شدن با مشکلات و حقایقی که ناراحتش…
برای اولین بار در ایران بعد از 40 سال
معرفی و تایید انتشارات #باهدف به عنوان نماینده رسمی توسط دکتر فرهنگ #هلاکویی (مدیر مرکز بهزیستی بورلی هیلز و موسس رادیو همراه)
ممنونیم بابت همراهی و محبت شما دوستان در سراسر دنیا و افتخار ماست که در کنار یکدیگر برای رشد و بالندگی خود و جامعه دست در دست هم و با قدم های استوار و باهدف به سمت سلامت روان و جسم حرکت کنیم
و از همه مهم تر
دیگران را تشویق کنیم که از این آگاهی استفاده کن…
🌺 #چگونه_میتوان_عشق_ورزی_وعشق_پذیری_را_آموخت
🔯اولین پایه اساسی عشق ورزی و عشق پذیری آن است که تا هشت سالگی ، پدر و مادر این عشق را در وجود ما بکارند . و این خود چهار شرط اصلی دارد:
💠۱- پدر و مادر عاشق یکدیگر باشند .
💠۲- پدر و مادر به عشق بدون قید و شرط که تنها نوع عشق میان فرزند و والدین میتواند باشد، باور داشته باشند، یعنی او را فقط به خاطر اینکه هست بخواهند ، نه به خاطر اینکه خوب است یا درس میخواند.
💠۳- کودک مه…
✅چه زمانی باید یک رابطه را تمام کرد؟
🔶وقتی رابطه باعث شود به جای زندگی در زمان حال در گذشته ها زندگی کنی!
🔶وقتی رابطه بیشتر برایت رنج آور است تا لذت بخش!.
🔶وقتی از تو خواسته می شود خودت را تغییر دهی!
🔶وقتی از طرف مقابلت می خواهی برای خوشایند تو تغییر کند!
🔶هنگامی که کارهایش را توجیه می کنی!
🔶وقتی به تو صدمه های روحی، جسمی یا بیانی می زند!
🔶وقتی موردی ناپسند در مدت زمانی کوتاه بارها اتفاق می افتد!
🔶وقتی می بینی طرف م…
Showing the 12 most recent of 20 posts we hold for @bahadaf. 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 — 20,116 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 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.
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 11 August 2026 — this
entry's latest reading, not the date you are reading this.
“دکتر فرهنگ هلاکویی” (@bahadaf), 12,920 subscribers as measured 11 August 2026. Telegram Register, tgregister.com/channel/bahadaf.
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.