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Telegram profile photo for 𝙲𝚑𝚎𝚜𝚜 𝚌𝚑𝚘𝚌𝚘 𝚌𝚘𝚘𝚔𝚒𝚎 𝚌𝚏 𖤓

Channel

𝙲𝚑𝚎𝚜𝚜 𝚌𝚑𝚘𝚌𝚘 𝚌𝚘𝚘𝚔𝚒𝚎 𝚌𝚏 𖤓

@chesschococookiecf

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Posts · Citations · Cite this entry

7subscribers

+0 since we began measuring on 14 November 2026

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

Register entry

Telegram ID-1003948029639
TypeChannel
Username@chesschococookiecf
Descriptionᴛᴇйᴋ боᴛ @Chesschococookiecf_bot
First recorded14 November 2026
Last confirmed live14 November 2026
Measurements held2
On Telegramt.me/chesschococookiecf

Topic

Other / unclassifiable — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B, prompt version 1) read this channel’s own recent posts on 14 November 2026 and assigned it the closest of 31 fixed categories, at 57% 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 1 other registered channel. This entry also forms a group of 2 channels linked by matching posts. 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 (1 of the pairs behind the counts below)
Posted firstThenOverlapGap
@chesschococookiecf/28 · this entry13 Nov 2026, 13:19 UTC@reyrubybsconfession/2413 Nov 2026, 13:19 UTC1.00under a minute
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
@reyrubybsconfession12 (8/8 hand-verifiable sample passed)1.00under a minute@reyrubybsconfession (12–0)

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. 2 of the 2 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 19 comparable posts for this entry, running 13 November 2026 to 14 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).

Of the group of 2 channels, the one whose matching posts we hold earliest is @chesschococookiecf — which is this entry. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_copy, last confirmed 14 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.

Channels linked by matching posts

This channel is in a group of 2 registered channels linked by matching posts. Links are found by comparing text fingerprints across every channel on the register.

Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim 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

714 Nov 2026, 02:47 — 7 subscribers14 Nov 2026, 03:22 — 7 subscribers14 Nov 2026, 02:4714 Nov 2026, 03:22
2 measurements taken within a single day. 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 6–8 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
14 Nov 2026, 03:227no change
14 Nov 2026, 02:477first reading

Engagement

20 posts held, back to 13 November 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 1 page of Telegram’s post history, 20 posts per page.

ERR · 30 days
90.7%
avg views ÷ 7 subscribers
Avg views / post
6.3
20 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
20
of 20 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 14 November 2026
Posts held20 (13 November 2026 – 14 November 2026)
Views total127
Reactions total—
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken14 Nov 2026, 03:22 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

Photos
33
Links
25

Lifetime counters from Telegram’s own channel header, read 14 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. Below Telegram’s rounding threshold, so these counts are exact.

Recent posts

Telegram’s own ‘edited’ marker: 0 of 20 posts held from the last 30 days (0%) 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).

14 Nov 2026, 01:16 UTC3 viewsread 14 November 2026
Forwarded from @MograCookieBlogPhoto

💙💙This story is timeless. 🍵Недавно вышедшая Mogra Cookie не оставила вас равнодушными?🤩🤩🤩 Желаете увидеть как она пишет историю и, может, присоединиться к ней? Тогда добро пожаловать! 💙💙 We will put a full stop to this story together.

14 Nov 2026, 01:15 UTC4 viewsread 14 November 2026
Forwarded from @hateconfessionsconfPhoto

𖤐 ━━━━━━━━━━━━━━━━━━━ 𖤐 Забанили в чате, хотя ты ㅤㅤㅤㅤНИЧЕГО НЕ НАРУШИЛ? Нашёл тг-канал ㅤㅤㅤㅤНА САМУЮ ЕБАНУТУЮ ТЕМАТИКУ? Хочешь рассказать всем, ㅤㅤㅤчто владелец канала N — ㅤ ㅤㅤㅤПОЛНЫЙ ЕБЕНЬ? 。。。Некому пожаловаться, что ебучие админы не справляются ㅤㅤㅤㅤㅤсо своей работой? 𓂃 ࣪˖ ִֶָ𐀔 𖤐 𓆩♡𓆪 𖤐 𝙒𝙀𝙇𝘾𝙊𝙈𝙀 𝙏𝙊... ㅤㅤㅤㅤㅤㅤㅤ𝓒𝓸𝓷𝓯𝓮𝓼𝓼𝓲𝓸𝓷𝓼 ㅤㅤㅤㅤㅤㅤㅤ& ㅤㅤㅤㅤ𝓣𝓖 𝓒𝓱𝓪𝓷𝓷𝓮𝓵𝓼 ㅤㅤㅤℍ𝔸𝕋𝔼 ℂ𝕆ℕ𝔽𝔼𝕊𝕊𝕀𝕆ℕ 𖤐 ━━━━━━━━━━━━━━━━━━━ 𖤐 Здесь вы можете публично опозор…

14 Nov 2026, 01:13 UTC1 viewsread 14 November 2026
Forwarded from @MLP_merch_cfPhoto

🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟 🥺 - хочу показать мою МЛП коллекцию мерча, но не знаю гдe 😓 😠 - нашёл млп мерч онлайн, оригинал или нет? 🌟 🤔- делаю фан-мерч, но не знаю, где про это сообщить/рассказать 😰 🐾 Есть такие мысли? Добро пожаловать в... 🩷🔠🔠🔠 🔠🔠🔠🔠🔠 🔠🔠🩷 🐾 Сдесь можно показать свою коллекцию, спросить про мерч и показать свой фан-мерч !! 😊 🩷Ссылка на канал 🩷

14 Nov 2026, 01:12 UTC1 viewsread 14 November 2026
Photo

〔 НУЖДАЕМСЯ В ВП-ШЕРАХ 〕 ➤ Любишь зинчикулямов или хочешь делиться артами со Славой Зинченко и Тимохой Кулямовым? Тогда тебе к нам в кф по ^3^ Зинчикулямам/Слатимам! 「 ВП 0+ 」 || [ссылка на канал] 【 Рт этот пост 】

14 Nov 2026, 01:09 UTC1 viewsread 14 November 2026
Photo

🤩🤩 💤 🔤лять, эт᥆т фᥲнд᥆м всᥱ ᥱщᥱ дышᥙт? 🤨 🔤ᥙkт᥆ ᥙз дрᥡзᥱй нᥱ шᥲ⍴ᥙт, ᥲ я тᥲкой ᥲ⍴т нᥲ⍴ᥙᥴ᥆вᥲлᥲ👎🤩 🌟🌟🌟🌟 🌟🌟🌟🌟 🌟🌟🌟🌟 🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟‼️ m⍴ ⍴᥆s𝗍 ,, ᥲძᥲ⍴𝗍ᥱr ,, @needmoreheatbot ,, made by:: Daisy

14 Nov 2026, 01:08 UTC1 viewsread 14 November 2026
Photo

⌗ 𝐇𝐢𝐢, 𝐚 𝐧𝐞𝐰 𝐬𝐭𝐮𝐝𝐞𝐧𝐭 ?! || 𝐗очешь следить за учебными днями бравлеров ? Или, может, хочешь сам вести блог от лица студента, или школьника ? || 𝐈 𝐠𝐮𝐞𝐬𝐬... 𝐘𝐎𝐔 𝐜𝐚𝐧 𝐭𝐫𝐲!! Здесь ты можешь ролить от лица бравлера, который все еще учится... 𝐅𝐚𝐬𝐭 𝐍𝐚𝐯𝐢𝐠𝐚𝐭𝐢𝐨𝐧↓↓ — navigation — plot — MP post (0+...) — our educational institution cr: @SchoolStars_web

14 Nov 2026, 01:08 UTC1 viewsread 14 November 2026
Forwarded from @ClottedCreamBlog

🌟🌟🌟 𝆬݃♡۫‌⃙ִ ︧ ₊ ⊹🍫🎀 🤩 🌟🌟🌟 🌟🌟🌟 ❗️ 🎀𝒐𝒘, 𝒘𝒉𝒐 𝒊𝒔 𝒕𝒉𝒊𝒔 𝒈𝒖𝒚? 🌟🌟 🎁🤩🤩🤩🤩 𝑂ℎ, 𝑠𝑜𝑟𝑟𝑦🤩𝐼 𝑑𝑖𝑑𝑛'𝑡 𝑖𝑛𝑡𝑟𝑜𝑑𝑢𝑐𝑒 𝑚𝑦𝑠𝑒𝑙𝑓.. 🤩🤩🤩🤩🤩🤩 🌟::𝑀𝑦 𝑛𝑎𝑚𝑒 𝑖𝑠.. 🎀𝑙𝑜𝑡𝑡𝑒𝑑 🎀𝑟𝑒𝑎𝑚 𝐶𝑜𝑜𝑘𝑖𝑒. 𝑒𝑙𝑒𝑐𝑡𝑒𝑑 𝐶𝑜𝑛𝑠𝑢𝑙 𝑜𝑓 𝑡ℎ𝑒 𝐶𝑟𝑒‌𝑚𝑒 𝑅𝑒𝑝𝑢𝑏𝑙𝑖𝑐. 🍰:: 🤩адеюсь, все меня слышат и уже знают. Здесь будет мой небольшой.. Блог, из моей очень интересной жизни в Кремовой Республике. ✨ 🍪🍪🍪🍪🍪🍪🍪✨🌟

14 Nov 2026, 01:08 UTC1 viewsread 14 November 2026
Forwarded from @valedettecfdPhoto

Нравиmся mакой пeйринг как ⛓️‍💥⛓️‍💥 Валeрий 🎀 Одemmа 🩰🩰 🥹 🥹 🔤очemся видemь eжeднeвный конmeнm с ними 🥹 🥹🥹 𝒥 𝘰𝘪𝘯 𝘶𝘴 🕯 — 𝘝𝘰𝘶𝘴 ê𝘵𝘦𝘴 𝘮𝘢𝘨𝘯𝘪𝘧𝘪𝘲𝘶𝘦, 𝘔𝘭𝘭𝘦 𝘖𝘥𝘦𝘵𝘵𝘦. — 𝘊'𝘦𝘴𝘵 𝘷𝘳𝘢𝘪? 𝘔𝘦𝘳𝘤𝘪, 𝘝𝘢𝘭𝘦𝘳𝘺. 🩰 нашe эмодзи комбо: 🫐🦢

13 Nov 2026, 14:34 UTC15 viewsread 14 November 2026
Forwarded from @problematic_cfPhoto

🌈— Я ОБОЖАЮ ОДНОГО АНИМАТОР ИЗ НИХ ПРОБЛЕМАТИКОВ. 🌈— У ПРОБЛЕМАТИКОВ ПРИКОЛЬНЫЙ СТИЛЬ И АНИМАЦИЯ. ЕСЛИ ТЕБЕ ЗНАКОМО..!?!!?!? ТОГДА ТЕБЕ СЮДА.!!??!?🤩 🐶🐶🐶🐶🐶🐶🐶🐶🐶🐶🐶 🐶🐶🐶🐶🐶😭 🌟🌟 ПЕРЕХОДНИК ⌨️ ВП ПОСТ ⌨️⌨️ Own:: @самсоныш 🤩

13 Nov 2026, 14:20 UTC21 viewsread 14 November 2026
Forwarded from @perehodnikHateSelfshipperscfPhoto

(Это рт пост) НЕНАВИДИШЬ СШ И ОСКАНОН И ХОЧЕШЬ ВЫСКАЗАТЬСЯ БЕЗ НЫТЬЯ В КОММЕНТАРИЯХ? ДОСТАЛИ ЮМЕШИППЕРЫ В РЕКОМЕНДАЦИЯХ? СЧИТАЕШЬ ЭТИХ ЛЮДЕЙ НЕ ОЧЕНЬ НЕНОРМАЛЬНЫМИ? ... иди к нам и расскажи об этом! Бот - @HateSelfshippersosxcanonbot | mp 0+ |

13 Nov 2026, 14:18 UTC11 viewsread 14 November 2026
Forwarded from @SweetyConfessionPhoto

🌟🌟🌟🐇¡𝐒𝐖𝐄𝐄𝐓𝐘 𝐂𝐎𝐍𝐅!🐇🌟🌟 🌟:—:🔤 создала такие вкусные капкейки!... 🔤о не могу найти тех кто этим заинтересован... 🌟:—:🔤 я хочу чтоб кто то помог мне доработать рецепт.. 🤗:—:🔤 мне хочется просто попробовать новые рецепты:) 🤩🩷 🐇:—:🔤 вас была такая проблема?? 🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟🌟 🔤сли да то наш конфешен именно для ВАС!!!💬 🔤десь вы сможете/найдёте.. @Рецепты @Сможете рассказать о своих неудачах в готовке @Попросить совет или пом…

Showing the 12 most recent of 20 posts we hold for @chesschococookiecf. 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

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.

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

“𝙲𝚑𝚎𝚜𝚜 𝚌𝚑𝚘𝚌𝚘 𝚌𝚘𝚘𝚔𝚒𝚎 𝚌𝚏 𖤓” (@chesschococookiecf), 7 subscribers as measured 14 November 2026. Telegram Register, tgregister.com/channel/chesschococookiecf.

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.