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Telegram profile photo for DTX_LEARNING_VUE

Channel

DTX_LEARNING_VUE

@DTX_LEARNING_VUE

On this record: Topic · Observations · Also posting the same content · Growth · Engagement · Posts · Citations · Cite this entry

673subscribers

-2 since we began measuring on 6 August 2026

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

Register entry

Telegram ID-1001309881008
TypeChannel
Username@DTX_LEARNING_VUE
CreatedBetween 1 March 2018 and 12 September 2020— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live14 August 2026
Measurements held3
Confirmed unchanged1 time, most recently 14 August 2026
On Telegramt.me/DTX_LEARNING_VUE

Topic

Technology — 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 55% 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 (3 of the pairs behind the counts below)
Posted firstThenOverlapGap
@DTX_LEARNING_VUE/58 · this entry14 Mar 2022, 16:55 UTC@DTX_LEARNING_ANGULAR/10414 Mar 2022, 16:55 UTC1.00under a minute
@DTX_LEARNING_ANGULAR/10619 Apr 2022, 18:32 UTC@DTX_LEARNING_VUE/60 · this entry19 Apr 2022, 18:33 UTC1.00under a minute
@DTX_LEARNING_VUE/73 · this entry18 Jul 2023, 16:27 UTC@DTX_LEARNING_ANGULAR/12118 Jul 2023, 16:28 UTC1.00under a minute
Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@DTX_LEARNING_ANGULAR15 (8/8 hand-verifiable sample passed)1.00under a minute@DTX_LEARNING_ANGULAR (87)

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 19 comparable posts for this entry, running 12 September 2020 to 10 December 2023. 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 @DTX_LEARNING_VUE — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_mutual, 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

6736756746 August 2026 — 675 subscribers6 August 2026 — 675 subscribers14 August 2026 — 673 subscribers6 August 202614 August 2026
3 measurements spanning 8 days, net -2. 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 673–675 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
14 Aug 2026, 18:04673-2
6 Aug 2026, 20:25675no change
6 Aug 2026, 20:16675first reading

Engagement

20 posts held, back to 12 September 2020the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof 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 10 December 2023. An engagement rate over an empty window would be a number about nothing.

Recent posts

10 Dec 2023, 23:49 UTC963 viewsread 6 August 2026
Forwarded from @IranianExpertsVideo

🔴 چگونه به روش اصولی، سیستماتیک و حرفه‌ای نرم‌افزارهای مورد نیازمان را در محیط ویندوز ۱۰ و یا ۱۱ نصب نماییم!؟ ❤️ سلام دوستان عزیزم ❤️ یک یادگاری ارزشمند، تقدیم به همه عزیزان ایرانی... 🔴 نکته مهم: سورس مربوط به فایل Install.bat در مطلب بعدی این فیلم، در کانال متخصصین ایرانی، منتشر شده است! #WinGet 🆔 @Dariush_Tasdighi 🆔 @IranianExperts 🆔 @DT_PYTHON_LEARNING .

13 Sept 2023, 14:11 UTC≈1,050 viewsread 6 August 2026
Forwarded from @IranianExpertsPhoto

🎁 به بهانه روز جهانی برنامه‌نویسان... 💚 سلام دوستان عزیزم 💚 ✅ من داریوش تصدیقی هستم، مدیر کانال تلگرامی متخصصین ایرانی، من به وجود یکایک شما برنامه‌نویسان این مرز و بوم افتخار می‌کنم و این روز را به همه شما عزیزان تبریک عرض می‌کنم، انشاءالله همیشه و همه جا، سلامت و شاد و موفق باشید... ✅ به بهانه این روز عزیز، می‌خواهم یک روش شیک، باکلاس و جذاب را برای انتشار سورس‌کدهای ارزشمند شما آموزش دهم. با استفاده از هر یک از

18 Jul 2023, 16:27 UTC961 viewsread 6 August 2026
Video

💚 دوره آموزش جامع GIT به صورت Command Line 💚 ✅ جلسه دوم ✅ کلی نکات تاریخی، آموزشی و فلسفی، در خصوص موضوعات مختلف، که اطمینان دارم، از شنیدن آن‌ها لذت خواهید برد: - DOS - Command Line (CMD) - PowerShell (5.1 ... 7.3) - Windows Terminal - Shell (Linux) - Bash (Unix) - GIT Bash ✅ انتشار این فیلم، با ذکر منبع، بلامانع می‌باشد ✅ #GIT #GIT_SESSION_002 ادمین: @Dariush_Tasdighi کانال: @IranianExperts .

15 Jul 2023, 17:33 UTC772 viewsread 6 August 2026
Video

💚 دوره آموزشی GIT به صورت Command Line 💚 ✅ جلسه اول ✅ فلسفه و بخشی از کاربردهای GIT 🛑 نکته: مشاهده این فیلم را به همه عزیزان: - کسانی که با GIT آشنایی ندارند - کسانی که به صورت Command Line با GIT کار می‌کنند - کسانی که صرفا با محیط‌های Visual، مانند Visual Studio کار می‌کنند قویا توصیه می‌کنم! ✅ انتشار این فیلم، با ذکر منبع، بلامانع می‌باشد ✅ #GIT #GIT_SESSION_001 ادمین: @Dariush_Tasdighi کانال: @IranianExper

4 May 2023, 04:40 UTC751 viewsread 6 August 2026
Forwarded from @IranianExpertsVideo

💚 سلام دوستان عزیز و گرامی دوره راه‌اندازی Admin Panel بر روی پروژه‌های ASP.NET Core و Blazor Web Assembly جلسه اول ✅ محتویات فیلم: - به طور خلاصه Admin Panel چیست و چه کاربردی دارد؟ - تنوع، مزایا و معایب Admin Panel ها در چیست؟ - چگونه یک Admin Panel مناسب انتخاب کنیم؟ - از چه سایت‌های داخلی و یا خارجی نسبت به خرید (حتی خرید دلاری) آن‌ها اقدام کنیم؟ - در دوره آموزشی Admin Panel چه مباحثی گفته می‌شود؟ 💰 شهریه پی

4 May 2023, 04:40 UTC≈1,030 viewsread 6 August 2026
Forwarded from @IranianExpertsVideo

✅ دوره مجازی راه‌اندازی Admin Panel بر روی پروژه‌های ASP.NET Core و Blazor Web Assembly با دات‌نت 7 و زبان برنامه‌نویسی سی‌شارپ جلسه دوم #LEARNING_ADMIN_PANEL_02 🛑 برای آشنایی دانش‌پژوهان گرامی با روش تدریس، و موضوعات این دوره، صرفا تعدادی از جلسات این دوره، به صورت رایگان منتشر می‌گردد! ✅ انتشار این فیلم، با ذکر منبع، بلامانع می‌باشد ✅ ادمین کانال اصلی: @Dariush_Tasdighi نشانی کانال اصلی: @IranianExperts .

23 Mar 2023, 15:50 UTC939 viewsread 6 August 2026
Forwarded from @IranianExpertsVideo

✅ معرفی محصول DT CMS و 😊 آموزش شعبده‌بازی با زبان برنامه‌نویسی سی‌شارپ مدرس: داریوش تصدیقی 🛑 دیدن این فیلم را به همه عزیزانی که با زبان برنامه‌نویسی سی‌شارپ آشنایی دارند، خصوصا دانش‌جویان دوره‌های ASP.NET Core Razor Pages و ASP.NET Core Custom Security، توصیه می‌کنم! نکات کلیدی: - چندزبانگی در سایت‌ها 💚 اسپانسر این محصول: آقای شهروز رحمانی از کشور سوئد ادمین کانال: @Dariush_Tasdighi نشانی کانال: @IranianExpert

11 Jun 2022, 16:45 UTC≈1,840 viewsread 6 August 2026
Forwarded from @DTX_LEARNING_TRELLOPhoto

☘️ دوره مجازی و رایگان ✅ آموزش ابزار ترلو (Trello) برای مدیریت زمان، برنامه‌ریزی شخصی / خانوادگی و مدیریت پروژه‌ها و تیم‌های برنامه‌نویسی با رویکرد اسکرام (Scrum) 💚 با عرض سلام و احترام خدمت دوستان خوب و عزیز و همیشه همراه 📌 جلسه هفتم این دوره آموزشی در کانال مربوطه (ذیل) منتشر گردید: @DTX_LEARNING_TRELLO ادمین کانال اصلی: @Dariush_Tasdighi نشانی کانال اصلی: @IranianExperts .

31 May 2022, 14:34 UTC≈1,440 viewsread 6 August 2026
Forwarded from @DTX_LEARNING_TRELLOVideo

☘️ آغاز دوره مجازی (رایگان) مدیریت زمان، برنامه‌ریزی شخصی و خانوادگی و اسکرام (Scrum)، برای مدیریت تیم‌های برنامه‌نویسی، با ابزار Trello جلسه اول 🛑 توجه: اگر با محیط Trello آشنایی دارید و حتی به آن مسلط هستید، باز هم قویا توصیه می‌کنم که این فیلم را مشاهده نمایید. در این مجموعه آموزشی، چند جلسه اول به بحث مدیریت زمان و برنامه‌ریزی شخصی و خانوادگی پرداخته می‌شود که مناسب هر فردی خواهد بود و بعد از آن با گرایش Scrum

20 May 2022, 16:00 UTC≈1,370 viewsread 6 August 2026
Forwarded from @IranianExpertsPhoto

✅ آغاز دوره ASP.NET Core Custom Security با عرض سلام و احترام خدمت یکایک شما دوستان، همراهان و همکاران عزیزم با عنایت به نظرسنجی صورت گرفته، ثبت‌نام دوره مذکور از یکم خردادماه ۱۴۰۱ آغاز می‌گردد. 💰شهریه دوره: ششصد هزار تومان 🎁 همانطور که در جریان تخفیفات منظم ماهیانه این کانال، قرار گرفته‌اید، از یکم تا پنجم خردادماه، می‌توانید با ۴۰ درصد تخفیف و از ششم تا دهم با ۲۰ درصد تخفیف ثبت‌نام نمایید. 💚 نکته مهم: عزیزانی

19 Apr 2022, 18:33 UTC≈1,310 viewsread 6 August 2026
Photo

طرح تخفیفات منظم ماهیانه دوستان عزیز و گرامی تا اطلاع ثانوی، کلیه دوره‌های آموزشی کانال متخصصین ایرانی، از یکم تا پنجم هر ماه، مشمول ۴۰٪ تخفیف و از ششم تا دهم هر ماه، مشمول ۲۰٪ تخفیف خواهند شد. ☘️ دوره Git, Github (اتمام یافته) کاملا رایگان در همین کانال در دسترس است ☘️ دوره Unit Testing (اتمام یافته) کاملا رایگان در همین کانال در دسترس است ☘️ دوره Blockchain (اتمام یافته) کاملا رایگان در همین کانال در دسترس است

14 Mar 2022, 16:55 UTC≈1,160 viewsread 6 August 2026
Photo

✅ جلسه شانزدهم دوره آموزشی ASP.NET Core Razor Pages برای ثبت‌نام‌کنندگان دوره منتشر گردید! تا این لحظه بیش از نه (۹) ساعت فیلم آموزشی تولید و منتشر شده است. با سلام و احترام خدمت یکایک دوستان و همراهان عزیز ☘️ هشت جلسه از این دوره، به صورت کاملا رایگان در دسترس شما دانش‌پژوهان گرامی قرار گرفته است، تا با سبک و نحوه برگزاری دوره آموزشی مذکور آشنا شده و در صورت تمایل، نسبت به تهیه آن اقدام نمایید. 📌 فارغ از این‌که ت

Showing the 12 most recent of 20 posts we hold for @DTX_LEARNING_VUE. 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 — 1,467,445 of 1,481,277entries 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

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 14 August 2026 — this entry's latest reading, not the date you are reading this.

“DTX_LEARNING_VUE” (@DTX_LEARNING_VUE), 673 subscribers as measured 14 August 2026. Telegram Register, tgregister.com/channel/DTX_LEARNING_VUE.

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.