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Channel

📷پیکس آرت📷

@PicsArrt

On this record: Topic · Observations · Growth · Engagement · What this channel posts · Posts · Posts edited after publishing · Posts recorded as deleted · Citations · Handles named that no longer answer · Telegram's recommendations · Cite this entry

16,073subscribers

+134 since we began measuring on 5 August 2026

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

Register entry

Telegram ID-1001029564003
TypeChannel
Username@PicsArrt
CreatedBetween 1 January 2016 and 30 April 2016 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded6 August 2026
Last confirmed live11 November 2026
Measurements held61
Confirmed unchanged1 time, most recently 11 November 2026
On Telegramt.me/PicsArrt

Topic

Other / unclassifiable — 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 20 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 the other topics.

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 in near-verbatim form on 3 other registered channels. 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
@artonlinn/1023608 Aug 2026, 19:45 UTC@PicsArrt/132443 · this entry11 Aug 2026, 07:53 UTC1.003 days
@tarfand_mahshr/631398 Aug 2026, 19:45 UTC@PicsArrt/132443 · this entry11 Aug 2026, 07:53 UTC1.003 days
@ghaam8181/728088 Aug 2026, 18:47 UTC@PicsArrt/132443 · this entry11 Aug 2026, 07:53 UTC1.003 days
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
ChannelMatching postsText overlapTypical gapPublished first
@artonlinn5 (5/5 hand-verifiable sample passed)1.00under a minute@artonlinn (5–0)
@tarfand_mahshr6 (6/6 hand-verifiable sample passed)1.008 minutes@tarfand_mahshr (6–0)
@ghaam81816 (6/6 hand-verifiable sample passed)1.0051 minutes@ghaam8181 (5–1)

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. 3 of the 3 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.

“Published first” means first in this corpus. We hold 207 comparable posts for this entry, running 5 August 2026 to 10 November 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).

Recorded under the key clone_copy, last confirmed 11 November 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.

Growth

15,93916,08316,01116,0735 August 202611 November 2026
61 measurements spanning 98 days, net +134. 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 15,917–16,105 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 61
Measured (UTC)SubscribersChange
11 Nov 2026, 10:5416,073-10
9 Nov 2026, 14:4816,083+3
8 Nov 2026, 09:4116,080+14
7 Nov 2026, 01:4916,066-4
6 Nov 2026, 02:2816,070+5
5 Nov 2026, 04:3016,065+1
4 Nov 2026, 07:0716,064+6
3 Nov 2026, 06:4416,058-4
1 Nov 2026, 09:5916,062+4
31 Oct 2026, 09:1616,058+9
30 Oct 2026, 08:3916,049+6
29 Oct 2026, 10:0816,043+3
28 Oct 2026, 10:2016,040+13
27 Oct 2026, 08:0516,027-6
25 Oct 2026, 08:0816,033-4
24 Oct 2026, 09:5616,037-2
23 Oct 2026, 12:0716,039-3
22 Oct 2026, 15:3916,042+1
21 Oct 2026, 09:1416,041+3
20 Oct 2026, 04:5716,038first reading

Engagement

479 posts held, back to 5 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 113 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
0.316%
avg views ÷ 16,073 subscribers
Avg views / post
50.8
123 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
123
of 479 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 11 November 2026
Posts held479 (5 August 2026 – 11 November 2026)
Views total6,251
Reactions total—
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken11 Nov 2026, 10:08 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 39m
Average length
33s

Measured directly from 182 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

Telegram’s own ‘edited’ marker: 29 of 123 posts held from the last 30 days (23.6%) carried it when this register last read them. The marker says a post was changed after publishing, not what it said before — this register holds the earlier wording only where an edit fell between two of its own reads (see the edit ledger and how it is measured).

11 Nov 2026, 08:33 UTC21 viewsread 11 November 2026
Forwarded from @chToolsBot

🟥 دیگه گرون نخررر بیا مفتکده تلگرام،محاله از اینجا دست خالی برگردی 🔻 https://t.me/+oN_ldaRqy5o5NDg8 ارسال رایگان 🔺

11 Nov 2026, 07:42 UTC31 viewsread 11 November 2026
Video

چندتا ایده برای عکسای دونفره بدون چهره : #ژست_عکاسی 🌸🌈 #pro | @PicsArrt ♡ ⃟📸

11 Nov 2026, 07:35 UTC28 viewsread 11 November 2026
Forwarded from @ghaam8181Photo

🔮طلسم دفع بیماری🪄 💒بازگشت معشوق و بخت گشایی و رضایت خانواده💍 💵طلسم مفتاح النقود جذب ثروت و مشتری 💎 🧿باطل السحر اعظم و دفع همزاد و چشم زخم ❤️‍🔥زبانبند و شهوت بند در برابر خیانت❤️‍🔥 ✅تمامی کارها با ضمانت نامه کتبی و مهر فروشگاه 20A 🔴 لینک کانال و ارتباط با استاد👇 https://t.me/telesmohajat 💫گره گشایی،حاجت روایی و درمان ناباروری زوجین در سریعترین زمان 👤مشاوره رایگان با استاد سید حسینی👇 🆔@ostad_seyed_hoseyni ☎️ 0921395…

11 Nov 2026, 07:35 UTC24 viewsread 11 November 2026
Video

𓆩 🤍📸خلاقیت در عکاسی تبلیغاتی 𓆪 #ژست_عکاسی 🌸🌈 #pro | @PicsArrt ♡ ⃟📸

11 Nov 2026, 07:35 UTC25 viewsread 11 November 2026
Photo

𓆩 🧡👭🏻ژست با رفیقِ صمیمیت 𓆪 #ژست_عکاسی 🌸🌈 #pro | @PicsArrt ♡ ⃟📸

11 Nov 2026, 07:27 UTC27 viewsread 11 November 2026
Forwarded from @ghaam8181Video

😂😂😂😂😂😂😂😂😂😂😂😂😂 😂😂😂اینجا خنده به شرط پاره شدن 😂😂🤣🤣🤣👇👇👇 کل تلگرام جوکاشو از اینجا اسکی میره 👻 https://t.me/joinchat/AAAAAE-x5ILd8rbm7Fezqg https://t.me/joinchat/AAAAAE-x5ILd8rbm7Fezqg 📛بیا ببین چه خبرررررررره😱☝️ ⚠️یکم بی ادبه ولی آخررر خندس 🙈🐒💨💨

11 Nov 2026, 07:05 UTC36 viewsread 11 November 2026

• آدم با کسی که دوسش داره اینطوری باید حرف بزنه👇👇 ♥️@Love_you @Love_you ❥•━━━━━━━━━━━━━ 🦋𖣖╮آهنگ‌های هوش مصنوعی ╰@Pezhvak5 🧚🏿‍♀️𖣖╮خیاطی آسان ╰@Artmoden 🌺𖣖╮استـوریِ انگیزشی اینستاگرام ╰@sttory_fake 🫧𖣖╮آهنگ کوردی ریمیکس ╰@Behtarinrimixlati 🦋𖣖╮سنگین ولی محترم ╰@Dep_FSangin 🧚🏿‍♀️𖣖╮معدن عڪس پروفایل ╰@shahreeaks 🌺𖣖╮اعـتـرافـاتِ ؏ــاشـقـانـه ╰@Txext_love 🫧𖣖╮کانال تولدت مبارک ╰@tavalodetmoobarakk 🦋𖣖╮فروغ جان منی …

10 Nov 2026, 19:32 UTC58 viewsread 11 November 2026
Forwarded from @ghaam8181Video

💘طلسم شهوت بند و زبانبند و جلوگیری از خیانت🔐 🔮دعای حصار قوی دفع همزاد و چشم زخم و ابطال سحر عظیم ❣تسخیر و احضار برای جذب و بیقراری و بازگشت معشوق ❤️‍🔥 💰طلسم الفوز پیروزی در معاملات و جذب ثروت فراوان 🫶گشایش و تسهیل در ازدواج و بخت گشایی سریع💍 🪄گره گشایی و حاجت روایی فوری نازایی زوجین📜 👤مشاوره رایگان و تخصصی با استاد سید حسینی 🆔@Ostad_seyed_hoseyni 📞09213956388 @telesmohajat همراه با ضمانت کتبی و مهرمغازه و اصالت کاره…

10 Nov 2026, 18:12 UTC57 viewsread 11 November 2026
Photo

𓆩 🧡🍁 ایده عکاسی پاییزی 𓆪 ربات افزایش کیفیت عکس📸 ◖ @iphotographr ◗

10 Nov 2026, 18:12 UTC51 viewsread 11 November 2026
Video

𓆩 🖤🏎 ژست عڪاسے با ماشین 𓆪 #ژست_عکاسی 🌸🌈 #pro | @PicsArrt ♡ ⃟📸

10 Nov 2026, 18:11 UTC44 viewsread 11 November 2026
File

👇👇پیشنهاد ویژه ی مدیر کانال👇👇 نسخه تلگرام اصلی : ☄️ پروکسی جادویی اختصاصی خود تلگرام بدون قطعی 🔗 اکانت پریمیوم رایگان شده 💥(استوری و ایموجی و... رایگان شدن)✅ اتصال به هوش‌مصنوعی و ربات‌های پیشرفته تولید عکس و متن 😂😄 کاملا امن دانلود شده از فروشگاه گوگل 🛒💯

Showing the 12 most recent of 479 posts we hold for @PicsArrt. 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.

Posts edited after publishing

@PicsArrt edited 14 posts after it first published — the same permalink now carries different wording than the one this register originally read, caught because our own crawl held a copy of the earlier text.

An edit is not deception. Typo fixes, price updates and corrections look exactly like this too — this register can tell you the wording changed and when, not why. How this is measured.

First edit seen
10 August 2026
Most recent edit
11 November 2026

Posts recorded as deleted after publishing

We recorded 52 posts on @PicsArrt as deleted — posts this register held that were missing from the channel’s public page on two separate reads, taken from different network addresses at least an hour apart.

A deletion is not wrongdoing. This register can see that a post it held is no longer on the channel’s public page, and when — not why. Expired ad placements, reposts, rotating links and corrections all look the same. This is a count of recorded detections, not an exact total: it misses deletions we could not see, because only a post we held and later re-read inside the page can be seen to go, and it may include a small number of wrong records. How this is measured.

First seen missing
8 August 2026
Most recent seen missing
11 November 2026
Median time before seen missing
14 hours
Seen missing in the last 30 days
16

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 167 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. The 24 listed below are the most frequent namers; the rest are counted above but not each listed.

Named by

Channels on the register whose posts name this channel's handle.

🌦آوای بــــ⛈ـاران🌦
@av_baroon · 29,864
43 posts
❀⃔ൢ᭄مٌِیـٌِم مِثِّݪِ مٰادَرِ❀⃔ൢ᭄
@mim_meslemadar · 22,697
21 posts
فاز سنگین (مفهومی)
@Dep_FSangin · 16,821
17 posts
𝙆𝙡𝘽𝙚 𝙀𝙝𝙨𝙖𝙨𝙞♥️💍
@kolbeesasi · 15,995
16 posts
💛 استوری اینستاگرام 💛
@artonlinn · 11,672
15 posts
درمانگاه طب اسلامی گیاهی شفا
@salembem · 17,535
15 posts
آشپزی|𝚌𝚘𝚘𝚔𝚒𝚗𝚐🍔🍳
@tazin_sofree · 46,460
15 posts
「پنآھِ‌حَـــرَم」
@PNAH_HARM · 24,276
14 posts
subliminal سابلیمینال فارسی
@subliminal_radan · 10,404
14 posts
|بیتآیی|
@BitaDd · 9,711
13 posts
[ 🇵🇸دنیای مینیمالیستی🇵🇸 ]
@donyamini · 8,915
13 posts
ڪربلانرفتھ‌ها🕊••
@STORY_HARAM · 17,125
13 posts
•[ وصـٰال ]•🌵
@vesssal · 25,002
13 posts
بـی تـــ♡ـــو هــــرڪَــز
@bitohargezjjj · 28,492
12 posts
تقویم نجومی همسران واذکار روزانه
@deltang_karbala_tabadol · 9,856
12 posts
دیوارنوشت
@divar_neveshtha · 20,039
12 posts
رنگت روخدااااایی‌ کن
@jomalate10rishteri · 13,110
12 posts
😍متن های خاص خدا😍
@khodaya_asheghtam · 17,013
12 posts
♨️میم مثل مـــ❤️ـــادر♨️
@madardostatdaramj · 21,969
12 posts
🎒ܩܟ̣ܝ݁ࡐ‌טּ‌ߊ‌‌ܠܝ‌ܦ݃ࡅ࡙ߺܘ‌‌³¹⁵
@MAJNONE_ROGHAYEH315 · 17,770
12 posts
استـــوری خاص،پروفایل شیڪ💝
@profilshiky · 17,557
12 posts
💕عاشقانھ رُمانتیک💕
@romantic313 · 16,113
12 posts
💞اشعار مولانا،سعدی💞
@shere_molavi · 32,777
12 posts
『یــآدِٺ‌بــاشــد』
@yadet_bashad313 · 15,199
12 posts

Names

Channels on the register whose handles appear in this channel's posts.

طلسم و حاجت
@telesmohajat · 1,843
62 posts
هروئین بیو
@Heroin_Bioo · 31,825
23 posts
CoCaein music 🎼
@CoCaein_musiic · 4,264
18 posts
🤍کلبه آرامش🤍
@colbeeh_aramesh · 7,275
18 posts
فاز سنگین (مفهومی)
@Dep_FSangin · 16,821
18 posts
[ 🇵🇸دنیای مینیمالیستی🇵🇸 ]
@donyamini · 8,915
18 posts
💞حال خوب💞
@halleee_khoob · 8,551
18 posts
🤣 کلیپ های طنز اینستاگرام 😝
@khande_instagram2 · 1,182
18 posts
‹ 𝐏𝐞𝐭𝐢𝐭𝐞 𝐋𝐮𝐍𝐚☾︎ ›
@MyPetiteLuNa · 5,343
18 posts
💛 استوری اینستاگرام 💛
@artonlinn · 11,672
16 posts
𝙆𝙡𝘽𝙚 𝙀𝙝𝙨𝙖𝙨𝙞♥️💍
@kolbeesasi · 15,995
16 posts
❤️دنیای کلیپ ❤️
@porfailraghas · 7,477
16 posts
🎻 آهنگ های اینستاگرام🎻
@kilip_instaa · 9,087
15 posts
🍔 آشپزی امروزی (نمونه👌) 🍔
@ashpazyemrozy · 13,432
14 posts
🌮😍بهترینهای، آشپزی و ترفند😍🌮
@behtarinhahameshi · 14,447
14 posts
🥗🍔بهترین کانال آشپزی🥗🍔
@behtarinhaym · 516
14 posts
😍دنیای سلامتی و ترفند😍
@donyay_salamaty · 14,284
14 posts
‹ خانم عکاس📸 ›
@iphotographr · 67,001
14 posts
😂جوکهای ناب خنده دار😂
@jokhayenabkhandeh · 253
14 posts
آرامِش دَرون✨
@khalse_daroon · 6,964
14 posts
🔥تـرنـدتـریـن آهـنگـهای هـوش مـصـنوعی🔥
@pezhvak5 · 34,378
14 posts
• پرتقالِ من🍊🍃
@Porteghaaleh_man · 4,243
14 posts
💕عاشقانھ رُمانتیک💕
@romantic313 · 16,113
14 posts
بانو
@q_banoo · 4,771
13 posts

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.

‌[ Embrace ]
@Embrace · 48,404
Telegram ranks this channel #82 of 85 here — alongside 84 others — read 25 August 2026

This channel appears in 1 seed channel's Telegram-generated recommendation list 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 11 November 2026 — this entry's latest reading, not the date you are reading this.

“📷پیکس آرت📷” (@PicsArrt), 16,073 subscribers as measured 11 November 2026. Telegram Register, tgregister.com/channel/PicsArrt.

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.