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Channel

🅥加拿大文案馆头像素材🇨🇦

@TS326

On this record: Topic · Observations · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

62,956subscribers

-6,508 since we began measuring on 12 August 2026

Risers and fallers across the register · movement among entries of 31,623–100,000.

Register entry

Telegram ID-1001941668005
TypeChannel
Username@TS326
Description搜索🔍 关键词:文案 头像 素材 情感 吃瓜曝光: @bg576 聊天社区: @BG890 投稿以其曝光:https://t.me/lyx968
CreatedBetween 1 April 2023 and 31 October 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded12 August 2026
Last confirmed live10 November 2026
Measurements held60
Confirmed unchanged1 time, most recently 10 November 2026
On Telegramt.me/TS326

Topic

Gambling & betting — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-FP8, prompt version 1) read this channel’s own recent posts on 9 September 2026 and assigned it the closest of 31 fixed categories, at 67% 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. 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 (5 of the pairs behind the counts below)
Posted firstThenOverlapGap
@aa35924/243257 Sept 2026, 09:17 UTC@TS326/58738 · this entry7 Sept 2026, 09:18 UTC1.0072 seconds
@aa35924/243898 Sept 2026, 08:17 UTC@TS326/58818 · this entry8 Sept 2026, 08:22 UTC0.965 minutes
@aa35924/243898 Sept 2026, 08:17 UTC@TS326/59101 · this entry11 Sept 2026, 00:01 UTC0.953 days
@aa35924/243898 Sept 2026, 08:17 UTC@TS326/59288 · this entry13 Sept 2026, 07:48 UTC0.955 days
@aa35924/2480215 Sept 2026, 08:39 UTC@TS326/59653 · this entry17 Sept 2026, 09:48 UTC0.942 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
@aa3592410 (8/8 hand-verifiable sample passed)0.963 days@aa35924 (10–0)

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. 9 of the 9 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 97 comparable posts for this entry, running 11 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).

Views per post sit far below this size band

9.1 average views per post against 63,672 subscribers — an engagement rate of 0.014%. Across the 1,296 registered channels in the same cohort — 31,659–99,809 subscribers, posting mainly in Chinese — the middle half sit between 0.987% and 5.59%, with a median of 2.51%.

What this was computed from
Window30 days (6 October 2026 – 5 November 2026)
Posts measured116 of 116 published in the window (116 exact, 0 rounded by Telegram)
Views totalled1,051
Mature posts only0.019% over 8 posts read at least 24h after publication
Subscribers63,672 measured 5 November 2026
Cohortb31623:zho · 1,296 channels · p10 0.278% · p25 0.987% · p50 2.51% · p75 5.59% · p90 11.5%
Position in cohort0.463th percentile · 1/167 the cohort median
Uncertainty±0.045% of the figure, from Telegram’s rounding
Post languageChinese · 100.0% of the window’s posts

When this is recorded. A channel is listed here only when its engagement rate sits at or below the 1st percentile of its cohort and is at least 3× away from that cohort’s median — below it — on both the all-readings figure and the mature-only figure. The percentile alone would be circular: a percentile cut puts the same share of every cohort in the tail whatever the data looks like. The distance from the median is what makes it a statement about this channel.

This is not a verdict, and the direction is not a quality signal. A low rate has many innocent causes — audiences that read in the Telegram app without opening the channel, a subscriber base built long before the current output, an audience in a different timezone from our reading. A high rate has innocent causes too: a post that travelled far beyond the channel’s own subscribers will do it. We publish the measurement and the distribution it sits in. The full cohort baselines are downloadable, so this comparison can be reproduced rather than trusted.

Recorded under the keys clone_copy · err_low, 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

47,83579,24263,538.512 August 2026 — 69,464 subscribers12 August 2026 — 69,464 subscribers12 August 2026 — 69,377 subscribers13 August 2026 — 69,235 subscribers15 August 2026 — 68,997 subscribers16 August 2026 — 68,566 subscribers17 August 2026 — 68,335 subscribers18 August 2026 — 68,078 subscribers19 August 2026 — 67,898 subscribers20 August 2026 — 67,768 subscribers22 August 2026 — 67,585 subscribers23 August 2026 — 67,384 subscribers25 August 2026 — 67,079 subscribers26 August 2026 — 66,882 subscribers26 August 2026 — 66,296 subscribers28 August 2026 — 62,784 subscribers29 August 2026 — 61,916 subscribers30 August 2026 — 60,281 subscribers30 August 2026 — 60,201 subscribers1 September 2026 — 52,736 subscribers1 September 2026 — 51,666 subscribers3 September 2026 — 49,957 subscribers5 September 2026 — 47,835 subscribers8 September 2026 — 70,200 subscribers11 September 2026 — 79,242 subscribers13 September 2026 — 78,234 subscribers14 September 2026 — 76,810 subscribers16 September 2026 — 75,038 subscribers19 September 2026 — 73,151 subscribers25 September 2026 — 64,482 subscribers4 October 2026 — 59,977 subscribers8 October 2026 — 68,334 subscribers13 October 2026 — 67,691 subscribers14 October 2026 — 67,433 subscribers15 October 2026 — 67,336 subscribers16 October 2026 — 67,104 subscribers17 October 2026 — 67,055 subscribers18 October 2026 — 66,819 subscribers19 October 2026 — 66,535 subscribers20 October 2026 — 66,399 subscribers22 October 2026 — 66,024 subscribers23 October 2026 — 65,717 subscribers24 October 2026 — 65,338 subscribers25 October 2026 — 65,160 subscribers26 October 2026 — 65,044 subscribers27 October 2026 — 64,975 subscribers28 October 2026 — 64,862 subscribers29 October 2026 — 64,680 subscribers30 October 2026 — 64,455 subscribers31 October 2026 — 64,290 subscribers1 November 2026 — 64,097 subscribers2 November 2026 — 64,004 subscribers3 November 2026 — 63,884 subscribers3 November 2026 — 63,814 subscribers5 November 2026 — 63,672 subscribers6 November 2026 — 63,503 subscribers6 November 2026 — 63,423 subscribers7 November 2026 — 63,286 subscribers9 November 2026 — 63,057 subscribers10 November 2026 — 62,956 subscribers62,95612 August 202610 November 2026
60 measurements spanning 91 days, net -6,508. 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 43,124–83,953 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 60
Measured (UTC)SubscribersChange
10 Nov 2026, 18:0662,956-101
9 Nov 2026, 06:1063,057-229
7 Nov 2026, 22:2063,286-137
6 Nov 2026, 23:4863,423-80
6 Nov 2026, 02:1763,503-169
5 Nov 2026, 01:4963,672-142
3 Nov 2026, 23:4563,814-70
3 Nov 2026, 02:2563,884-120
2 Nov 2026, 02:5664,004-93
1 Nov 2026, 04:1864,097-193
31 Oct 2026, 05:1964,290-165
30 Oct 2026, 07:3964,455-225
29 Oct 2026, 04:5164,680-182
28 Oct 2026, 05:1564,862-113
27 Oct 2026, 01:3664,975-69
26 Oct 2026, 03:4065,044-116
25 Oct 2026, 04:3765,160-178
24 Oct 2026, 03:1965,338-379
23 Oct 2026, 00:0665,717-307
22 Oct 2026, 00:1666,024first reading

Engagement

372 posts held, back to 11 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 180 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
0.014%
avg views ÷ 62,956 subscribers
Avg views / post
9.1
120 posts measured
Reaction rate
10.8%
reactions ÷ views · ER floor
Posts in window
120
of 372 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. It is computed over the 7 of 120 measured posts that carry a reaction reading, and over those same posts' views.

What these figures were computed from
WindowRolling 30 days · latest post in window 10 November 2026
Posts held372 (11 August 2026 – 10 November 2026)
Views total1,088
Reactions total7
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken10 Nov 2026, 21:37 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
≈50,800
Videos
≈3,760
Links
≈9,020

Lifetime counters from Telegram’s own channel header, read 10 November 2026 — not the date at the top of this page, which is when the subscriber count was last read. A count marked ≈ was rounded by Telegram before we ever saw it — t.me prints these counters in full below 1,000 and to three significant figures above, so ≈142,000 means somewhere between 141,500 and 142,499.

Video runtime
55s
Average length
14s

Measured directly from 4 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

8 reactions across 8 posts, in 2 distinct kinds. The most used accounts for 75.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
👍675.0%
❤225.0%

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 9 of the 372 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 8 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 372 most recent posts we hold, published 11 August 2026 to 10 November 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.

Recent posts

Telegram’s own ‘edited’ marker: 0 of 120 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).

10 Nov 2026, 07:37 UTC14 viewsread 10 November 2026
Photo

🥇 【付费广告】本频道赞助商 🥰 【快速致富方法认准以下游戏】💸💸💸💸 🌟🌟🌟🌟🌟 新人扶持66U~大额无忧来6U.com!🌟 =================== 😀😀😀😀😀7T.COM全球最稳的USDT娱乐城 ========================== 😀😀😀😀😀9G.COM 全球布局 实力保障 =================== 😀😀😀😀😀😀😀😀😀😀 🏆布局全球,顶级信誉丨 🎰全网PG最高爆奖率 丨 🎁神秘彩金天天送 丨 大额无忧尽在【G7.COM】 ========================== 😑🫤😐🫥😶🤥🫠🤫🫡🫢⚡️ 人民币注册 ⚡️ USDT注册😑注册就送28.8U =================== 🐦🕊🦋🐇充值笔笔送3%东南亚首创 人民币USDT双系统娱乐全网零曝光零差评! =================== 🤩🤩🤩🤩全球华人U投首选平台 各大公群上押1000万U 大额无忧!👆…

10 Nov 2026, 07:32 UTC10 views1 reactionsread 10 November 2026
Photo

事来扛住是本事 事过翻篇是格局 #文案 #男头

👍1

10 Nov 2026, 07:31 UTC10 views1 reactionsread 10 November 2026
Photo

不是所有的喜欢 都需要一个结果 #文案 #女头

👍1

10 Nov 2026, 07:30 UTC9 views1 reactionsread 10 November 2026
Photo

“我会无限托举自己到达想要到达的地方” #文案 #男头

👍1

9 Nov 2026, 07:01 UTC11 viewsread 9 November 2026
Photo

🥇 【付费广告】本频道赞助商 🥰 【快速致富方法认准以下游戏】💸💸💸💸 🌟🌟🌟🌟🌟 新人扶持66U~大额无忧来6U.com!🌟 ========================== 🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷 新人注册送38U =================== 😀😀😀😀😀7T.COM全球最稳的USDT娱乐城 ========================== 😀😀😀😀😀9G.COM 全球布局 实力保障 =================== 😀😀😀😀😀😀😀😀😀😀 🏆布局全球,顶级信誉丨 🎰全网PG最高爆奖率 丨 🎁神秘彩金天天送 丨 大额无忧尽在【G7.COM】 ========================== 🥹😅🤣🥲☺ 注册送28.8U ⚡️人民币注册 ⚡️USDT注册⚡️彩票注册 =================== 🐦🕊🦋🐇充值笔笔送3%东南亚首创 人民币USDT双系统娱乐全网零曝光零差评! =…

9 Nov 2026, 07:00 UTC7 viewsread 9 November 2026
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愿你成长 落落大方 枯木逢春 不负众望 #文案 #男头

9 Nov 2026, 07:00 UTC6 viewsread 9 November 2026
Photo

花时间解释 不如花时间证明 #文案 #女头

8 Nov 2026, 06:55 UTC20 viewsread 8 November 2026
Photo

🥇 【付费广告】本频道赞助商 🥰 【快速致富方法认准以下游戏】💸💸💸💸 🌟🌟🌟🌟🌟 新人扶持66U~大额无忧来6U.com!🌟 ========================== 🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷🩷 新人注册送38U =================== 😀😀😀😀😀7T.COM全球最稳的USDT娱乐城 ========================== 😀😀😀😀😀9G.COM 全球布局 实力保障 =================== 😀😀😀😀😀😀😀😀😀😀 🏆布局全球,顶级信誉丨 🎰全网PG最高爆奖率 丨 🎁神秘彩金天天送 丨 大额无忧尽在【G7.COM】 ========================== 🥹😅🤣🥲☺ 注册送28.8U ⚡️人民币注册 ⚡️USDT注册⚡️彩票注册 =================== 🐦🕊🦋🐇充值笔笔送3%东南亚首创 人民币USDT双系统娱乐全网零曝光零差评! =…

8 Nov 2026, 06:53 UTC12 viewsread 8 November 2026
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不妨大胆一点 反正没人能活着离开这个世界 #文案 #男头

8 Nov 2026, 06:52 UTC12 viewsread 8 November 2026
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别高估了自己 别低估了人性 #文案 #女头

Showing the 12 most recent of 372 posts we hold for @TS326. 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

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

“🅥加拿大文案馆头像素材🇨🇦” (@TS326), 62,956 subscribers as measured 10 November 2026. Telegram Register, tgregister.com/channel/TS326.

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.