5 measurements spanning 7 days, net -8. 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 3,947–3,957 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
12 Aug 2026, 15:53
3,948
-5
9 Aug 2026, 16:03
3,953
-2
6 Aug 2026, 08:00
3,955
-1
6 Aug 2026, 04:20
3,956
no change
5 Aug 2026, 22:08
3,956
first reading
Engagement
21 posts held, back to 22 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 4 pagesof Telegram’s post history, 20 posts per page.
ERR · 30 days
13.8%
avg views ÷ 3,948 subscribers
Avg views / post
546
2 posts measured
Reaction rate
4.03%
reactions ÷ views · ER floor
Posts in window
2
of 21 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
Window
Rolling 30 days · latest post in window 7 August 2026
Posts held
21 (22 February 2026 – 7 August 2026)
Views total
1,092
Reactions total
44
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
8 Aug 2026, 05:46 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
1h 24m
Average length
16m 54s
Measured directly from 5 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.
Reaction mix
507 reactions across 21 posts, in 2 distinct kinds. The most used accounts for 65.1% of them.
Every reaction kind recorded on the sample, most used first
Reaction
Count
Share
Share, drawn
❤
330
65.1%
👍
177
34.9%
No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.
Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.
Coverage. Reactions were read on 21 of the 21 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 507reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.
Measured over the 21 most recent posts we hold, published 22 February 2026 to 7 August 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.
💝 سلام دوستان عزیزم 💝
🔴 یادگیری زبان برنامهنویسی پایتون، به بهانه راهاندازی چند مدل TTS = Text to Speech آنلاین و آفلاین، که سبک، رایگان و هیجانانگیز هستند!
🟢 جلسه اول
✔️ پیشنهاد میکنم، عزیزانی که به زبانهای برنامهنویسی سیشارپ، سی و غیره نیز تسلط دارند، این فیلم را حتما مشاهده نمایند!
✔️ ادامه این دوره، صرفا در کانال متخصصین ایرانی منتشر میگردد!
#AI #LLM #LM #LLMOps #LMOps #Python #TTS #Free #Course
🆔 @…
💢شروع قطعی دوره آنلاین هوش مصنوعی کاربردی LLMOps
🔆شروع از 25 تیر
⏱️ روزهای پنجشنبه 14 الی 18
🌀استاد : داریوش تصدیقی
✅ پنج درصد تخفیف ویژه دانشجویان
👈پیش نیاز: برنامه نویسی با پایتون
👀سرفصل دوره +ثبت نام
📞تلفن ثبت نام: 02188738394
📣هر سوالی داری از @sematec بپرس
✅لذت پیشرفت را تجربه کنیم
🔰سماتک، مرکز آموزشهای تخصصی IT
🚀@sematecofficial
💝 سلام دوستان عزیزم 💝
🔴 معرفی یک دوره آموزشی هیجانانگیز (رایگان) (غیر حضوری) در کانال متخصصین ایرانی
👍 نام دوره: آموزش Computer Vision با استفاده از کتابخانه OpenCV و کتابخانههای دیگر
✔️ پیشنهاد میکنم، عزیزانی که به زبانهای برنامهنویسی سیشارپ، سی و غیره نیز تسلط دارند، این فیلم را مشاهده نمایند.
#Free #Course #OpenCV #ComputerVision #AI
🆔 @Dariush_Tasdighi
🆔 @LLM_OPS
🆔 @IranianExperts
🆔 @DT_PYTHON_LEARNIN
💝 سلام دوستان عزیزم 💝
🔴 معرفی سایت
✔️ سایتهای خیلی زیادی وجود دارند که به ما به صورت محدود و البته رایگان سرویسهای API ارائه میدهند. سایتی که میخواهم به شما عزیزان معرفی کنم، ضمن آنکه کاملا رایگان میباشد، برای استفاده از آن، حتی نیاز به ثبتنام و دریافت API Key وجود ندارد و تعداد قابل توجهی درخواست به سایت، به صورت روزانه و یا ماهیانه میتوانید به آن ارسال نمایید!
🔴 نکته: متاسفانه این سایت، همانند بسیاری از …
💝 سلام دوستان عزیزم 💝
🔴 معرفی سایت
✔️ دوستانی که با هر زبان برنامهنویسی، پروژههای Console Application، برای محیط Shell, PowerShell, Console و غیره تولید میکنند، شاید تمایل داشته باشند که در ابتدای پروژه و یا در قسمت درباره ما، یک Logo از نام خودشان، شرکتشان، برندشان و غیره، به صورت ASCII نمایش دهند. در این سایت، شما متن خودتان را نوشته، فونت مورد نظر را انتخاب کرده و نتیجه به زیبایی تولید میگردد.
این سایت، بر…
💝 سلام دوستان عزیزم 💝
🔴 معرفی ابزار Open Source برای اتصال به LLM Provider ها
✔️ ما تعداد نسبتا زیادی LLM Provider های Local و Internet داریم که رایگان هستند! و زمانی که میخواهیم با آنها کار کنیم، مجبور هستیم که تنظیمات مربوط به Base URL و API Key و غیره را در کدهای خودمان تغییر دهیم! از نمونه LLM Provider های رایگان و معروف میتوان به Groq یا OpenRouter اشاره کرد. با استفاده از این برنامه Open Source، شما میتوا…
لطفا مطلب قبل را با دقت مطالعه کرده، و سپس، صرفا به دو سایت ذیل، رای دهید:
1. https://puffila.ir18%
2. https://mahmoodabedi.ir5%
3. http://mehraddev.ir41%
4. https://mehdex.ir29%
5. https://dmhoo.ir14%
6. https://novinferez.ir8%
7. https://35g.ir7%
8. https://maryammusavi.ir7%
9. https://nadiadavari.ir20%
The shares total 149%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
💝 سلام دوستان عزیزم 💝
🌹 به همه عزیزانی که با پشتکار و تلاش، در این آموزش، و چالشهای آن شرکت کردهاند، صمیمانه خدا قوت گفته و به کسانی که در این زمان محدود، همه چالشهای این آموزش را به خوبی، پشت سر گذاشتهاند، صمیمانه تبریک عرض میکنم...
👍 مهمترین دلایل! و شروط لازم! برای رسیدن به هدف / موفقیت، صرفا انگیزه، اراده، پشتکار، استمرار، نظم و دیسیپلین میباشد، هر چند که جنسیت، سن، شانس، هوش، استعداد، مدرک تحصیلی، وضعی…
💝 سلام دوستان عزیزم 💝
🎉 نهمین دوستمان هم، سایت خودشان را با دامنه دلخواه، منتشر کردند. فعلا نشانی سایتهای عزیزان اعلام نمیگردد!
🎁 علاقهمندان به شرکت در مسابقه، تا ساعت ۱۲ جمعه شب، هشتم اسفندماه وقت دارند تا سایت خودشان را به آیدی اینجانب ارسال نمایند. مسابقه از روز شنبه، نهم اسفندماه در همین کانال برگزار میگردد و همه اعضاء کانال میتوانند سایتهای دوستانشان را بررسی کرده و صرفا به یکی رای دهند. رایگیری به صو…
💝 سلام دوستان عزیزم 💝
0️⃣1️⃣ آموزش و چالش دهم
〰️ نسخه مقاله: ۱.۰
🎉 خب! به دومین مرحله هیجانانگیز دوره رسیدیم!
✔️ قسمت اول
🟢 در این مرحله، ابتدا از نوار ابزار لغزشی سمت چپ، گزینه Domains را انتخاب میکنیم.
🟢 در پنجره Domains: Domain Management، دامنه خودمان را پیدا کرده و بر روی نام دامنه، که به صورت لینک میباشد، کلیک (Click) میکنیم.
🟢 در صفحه Overview [YOUR_DOMAIN_NAME]، بر روی لینک DNS Records، کلیک میکن…
❤12👍9
Signed 𝓓𝓪𝓻𝓲𝓾𝓼𝓱 𝓣𝓪𝓼𝓭𝓲𝓰𝓱𝓲
Showing the 12 most recent of 21 posts we hold for @IranianExperts. 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.
Polls
The poll we hold for this entry, as Telegram rendered it when we read the post. A poll’s figures keep moving after that, so each one is dated.
لطفا مطلب قبل را با دقت مطالعه کرده، و سپس، صرفا به دو سایت ذیل، رای دهید:
1. https://puffila.ir18%
2. https://mahmoodabedi.ir5%
3. http://mehraddev.ir41%
4. https://mehdex.ir29%
5. https://dmhoo.ir14%
6. https://novinferez.ir8%
7. https://35g.ir7%
8. https://maryammusavi.ir7%
9. https://nadiadavari.ir20%
The shares total 149%, above 100: this poll accepts more than one answer per voter. No per-option vote count is published, so the number of voters who chose each option is not derivable and is not shown.
Percentages only — there are no per-option vote counts here, because Telegram publishes none.The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.
The shares need not add up to 100.Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.
Read from the 21 most recent posts we hold, published 22 February 2026 to 7 August 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.
Citation-graph rank
Citation-graph rank — 115,533 of 1,169,250entries 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 9 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 12 August 2026 — this
entry's latest reading, not the date you are reading this.
“🛑 Iranian🇮🇷Experts 🛑” (@IranianExperts), 3,948 subscribers as measured 12 August 2026. Telegram Register, tgregister.com/channel/IranianExperts.
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.