Gaming — 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 83% 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 4 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 16 comparable posts for this entry, running 4 August 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 @Eng_Bio. 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.
12 measurements spanning 40 days, net -37. 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 2,166–2,215 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
15 Sept 2026, 15:38
2,172
-3
12 Sept 2026, 07:56
2,175
-2
7 Sept 2026, 16:40
2,177
-7
2 Sept 2026, 08:33
2,184
-4
30 Aug 2026, 04:03
2,188
-1
23 Aug 2026, 22:14
2,189
-2
20 Aug 2026, 16:28
2,191
-4
17 Aug 2026, 12:34
2,195
-1
14 Aug 2026, 04:19
2,196
-8
10 Aug 2026, 21:31
2,204
-4
7 Aug 2026, 21:36
2,208
-1
7 Aug 2026, 01:17
2,209
first reading
Engagement
28 posts held, back to 4 August 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 2 pages 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 28 posts for this entry, the most recent from 7 August 2026. An engagement rate over an empty window would be a number about nothing.
What this channel posts
Video runtime
3m 17s
Average length
1m 06s
Measured directly from 3 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.
Pain makes you stronger, tears make you braver and heartbreak makes you wiser. So thank the past for a better future.
درد قویترت میکنه،اشک شجاعترت و دلشکستگی عاقلتر. پس از گذشته ت بخاطر یه آینده ی بهتر سپاسگزار باش.
For more 🇬🇧 @ENG_BIO
🐍 مار پارتی هم اومد!😅
بازی معروف گوشی های قدیمی نوکیا رو یادتونه؟ این بازی جدیدش هست با گرافیک جدید و سیستم جدید که میشه با دوستا آنلاین هم بازی کرد. تو این روزا که همه استرس دارن، استرس ادم رو کم میکنه و حال خوب میده. بچه و بزرگ هم نداره فکر میکنم همه دوستش داشته باشن. رایگانم هست نیاز به عضویت هم نداره.
📲 دانلود رایگان از گوگل پلی:
https://play.google.com/store/apps/details?id=io.snakeparty.game
آخرین نسخه تلگرام مجهز به : ☄️
پریمیوم رایگان تلگرام 💥✅
هوش مصنوعی تولید عکس و فیلم رایگان ▶️⌨️📸
پروکسی های اختصاصی و بدون قطعی 🔗🌐
کاملا امن دانلود شده از فروشگاه گوگل 🛒💯
🔰 تو مثل کدوم خانم وزن کم میکنی؟
❌ نفر اول: ۵ کیلو لاغر شده
😵 نون و برنج رو حذف کرده
😵 فقط غذای رژیمی داره
😵 روزانه ۲ وعده داره
✅ نفر دوم: ۱۶ کیلو لاغر شده
😋 نون و برنج میخوره
😋 حتی پیتزا و بستنی میخوره
😋 روزانه ۱۲ وعده داره
🎁اگه توام تکنیک توربو نفر دوم رو میخوای
عدد ۶۴ رو بفرست، رایگان بگیرش 👇
👤 @Andamebartarp
👤 @Andamebartarp
⭕️ برای دیدن نتایج عضو کانال شو:
https://t.me/+NYDQ-CwpoPZlNGNk
Loving someone you don't see every day is not a bad thing. It's just a proof that love is not in sight but in the heart.
دوست داشتن کسی که هر روز نمیبینیش چیز بدی نیست، گواه براینه که عشق به دیدن نیست، به دله♥️🕊
- T.me/ENG_BIO
Aklımı başıma toplayacak birini istemiyorum ben, mantığımı yükselten, nasıl güleceğimi nasıl giyineceğimi, ya da nasıl bakacağımı bana söyleyeni nasıl olaup olmayacağım canım sadece onunla daha iyi bi deli olacağımı istiyor,Bu kadar
من نمیخواهم کسي بیاید که عقلم را سر جایش بیاورد و منطقم را بالا ببرد یا بگوید چگونه بخند و بپوش و ببین. چگونه باش و نباش. من فقط دلم میخواهد، کسي بیاید که با او دیوانه ي بهتري باشم، همین…
🖤🩶اگه این نشونه هارو داری یعنی تو درگیر سوگ عمومی شدی...
📝لطفا یک دقیقه وقت بزار و این تست رو انجام بده 🫂
اگر حس میکنی حالت بده و نمیتونی صدای ذهنت رو ساکت کنی
ما اینجاییم ، 24 ساعته ، تلفنی و از سراسر دنیا تا بهت کمک کنیم 🫵
برای مشاوره با برترین مشاورین روانشناسی ایران ، همین حالا روی لینک زیر کلیک کنید📱👇👇👇
https://landing.hamkadeh.com/82o8R
Showing the 12 most recent of 28 posts we hold for @Tex_Biwo. 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
Republishes
Channels on the register whose posts this channel has forwarded.
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.
Appears in Telegram’s recommendations for other channels
The reverse of the list above, and a different kind of signal. This does not require this channel to have ever been asked about directly — each row below is a channel we DID ask Telegram about, whose Telegram-generated list happened to include this one. A channel can appear here with an empty list above it, because being named by someone else’s query is independent of having been queried itself.
Freely @Freely · 50,696 Telegram ranks this channel #20 of 87 here — alongside 86 others — read 25 August 2026
خبردونی | کوتاه ، فوری @khabardoonee · 28,594 Telegram ranks this channel #28 of 40 here — alongside 39 others — read 2 September 2026
1mhyar @mahyartunes · 76,293 Telegram ranks this channel #46 of 51 here — alongside 50 others — read 28 August 2026
👨⚕️حقایق پزشکی 📚 @fact_pezeshki · 53,524 Telegram ranks this channel #61 of 78 here — alongside 77 others — read 24 August 2026
This channel appears in 4 seed channels' Telegram-generated recommendation lists in total. Each is Telegram’s list for THAT channel, not this one — see how this is measured.
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 15 September 2026 — this
entry's latest reading, not the date you are reading this.
“Text Bio” (@Tex_Biwo), 2,172 subscribers as measured 15 September 2026. Telegram Register, tgregister.com/channel/Tex_Biwo.
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.