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Channel

學生會長姜姜的魚群🐳賴:jntw88

@linejiang68952

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

6,876subscribers

+206 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of 3,162–10,000.

Register entry

Telegram ID-1001885139693
TypeChannel
Username@linejiang68952
CreatedBetween 1 October 2022 and 30 September 2023 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded7 August 2026
Last confirmed live8 October 2026
Measurements held15
Confirmed unchanged1 time, most recently 8 October 2026
On Telegramt.me/linejiang68952

Topic

Adult — 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 75% 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.

No sample pairs were kept for this entry. The counts below were measured, but without the pairs there is nothing here for you to open and check, so treat the relationship as recorded rather than demonstrated.

Every channel this entry shares post bodies with
ChannelMatching postsText overlapTypical gapPublished first
@ye02237 (7/7 hand-verifiable sample passed)1.002 minutes@ye0223 (6–1)

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. None of the 0 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 13 comparable posts for this entry, running 5 August 2026 to 7 August 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).

Across the whole group of 2, the earliest publisher we hold is @ye0223. That is a statement about our reading window, not a claim of authorship.

Recorded under the key clone_mutual, last confirmed 8 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

6,6616,8766,768.57 August 2026 — 6,670 subscribers7 August 2026 — 6,668 subscribers11 August 2026 — 6,663 subscribers14 August 2026 — 6,669 subscribers17 August 2026 — 6,661 subscribers21 August 2026 — 6,669 subscribers24 August 2026 — 6,674 subscribers27 August 2026 — 6,693 subscribers31 August 2026 — 6,750 subscribers3 September 2026 — 6,767 subscribers9 September 2026 — 6,802 subscribers13 September 2026 — 6,818 subscribers16 September 2026 — 6,844 subscribers1 October 2026 — 6,868 subscribers8 October 2026 — 6,876 subscribers7 August 20268 October 2026
15 measurements spanning 62 days, net +206. 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 6,629–6,908 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
8 Oct 2026, 05:016,876+8
1 Oct 2026, 11:576,868+24
16 Sept 2026, 20:016,844+26
13 Sept 2026, 05:216,818+16
9 Sept 2026, 01:566,802+35
3 Sept 2026, 10:496,767+17
31 Aug 2026, 05:546,750+57
27 Aug 2026, 20:336,693+19
24 Aug 2026, 13:236,674+5
21 Aug 2026, 04:556,669+8
17 Aug 2026, 22:136,661-8
14 Aug 2026, 13:246,669+6
11 Aug 2026, 03:346,663-5
7 Aug 2026, 19:156,668-2
7 Aug 2026, 04:316,670first reading

Engagement

55 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 10 pages of 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 55 posts for this entry, the most recent from 20 August 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

12 reactions across 11 posts, in 6 distinct kinds. The most used accounts for 50.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤650.0%
👍216.7%
🍓18.33%
👏18.33%
🥰18.33%
🥴18.33%

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 11 of the 55 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 12 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 55 most recent posts we hold, published 5 August 2026 to 20 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.

Recent posts

20 Aug 2026, 09:33 UTC19 views1 reactionsread 20 August 2026
Forwarded from @linmuyao1Photo

📢馬年暑假熟女區特價系列 方媛 166cm 47kg C奶 30歲 #性感妖嬈 主動騷 身材勻稱又有料 曲線漂亮 外貌精緻 性格主動大 騷起來很直接性慾旺盛 敢玩敢配合不扭捏 🚩點擊:隱密聊 📱點擊:私密TG 🐰瞭解姜妞: 姜姜心情 🐰影片區域: 濕濕頻道 🐰學生妹區: 學生妹區域 🐰高檔妹區: 高檔妹區域 🐰隱密頻道: 選妃總頻道 🐰熟女專區: 韻味熟女區 🐰恩客評價: 真實售後區 🐰更多正妹: 觀看更多區 . 📍本茶莊特色:專做回頭客 🌐以防走丟官方:點擊觀看 ⏰營業時間早上10:00-凌晨1:00

🥴1

20 Aug 2026, 09:33 UTC18 views1 reactionsread 20 August 2026
Photo

📢馬年暑假特價系列 #新竹6000可約 優米 162cm 48kg E奶 26歲 #甜甜的微笑和童顏巨乳 看起來軟乎乎好想揉一把的那種 軟軟的臉蛋配上超有存在感的E奶 整個人就是「可愛」跟「大奶」完美疊加的存在 笑容甜到會融化身體卻是肉感滿滿的反差小甜心日系感爆棚 🚩點擊:隱密聊 📱點擊:私密TG 🐰瞭解姜妞: 姜姜心情 🐰影片區域: 濕濕頻道 🐰學生妹區: 學生妹區域 🐰高檔妹區: 高檔妹區域 🐰隱密頻道: 選妃總頻道 🐰熟女專區: 韻味熟女區 🐰恩客評價: 真實售後區 🐰更多正妹: 觀看更多區 📍本茶莊特色:專做回頭客 🌐以防走丟官方:點擊觀看 ⏰營業時間早上10:00-凌晨1:00

🍓1

20 Aug 2026, 09:29 UTC23 viewsread 20 August 2026
Photo

📢馬年暑假特價系列 #高雄特價三天4k可約 麗菲 163cm D奶 48kg 25歲 外表越清純骨子裡就越想被幹到腿軟 那種反差讓人一碰就上癮越操越想把她弄壞 實際上卻淫蕩又敢玩 人很健談 好說話服務配合度極高 只要不是太變態的要求幾乎都能接受 小穴敏感又多水稍微挑逗就容易濕得一塌糊塗越玩越浪 🚩點擊:隱密聊 📱點擊:私密TG 🐰瞭解姜妞: 姜姜心情 🐰影片區域: 濕濕頻道 🐰學生妹區: 學生妹區域 🐰高檔妹區: 高檔妹區域 🐰隱密頻道: 選妃總頻道 🐰熟女專區: 韻味熟女區 🐰恩客評價: 真實售後區 🐰更多正妹: 觀看更多區 📍本茶莊特色:專做回頭客 🌐以防走丟官方:點擊觀看 ⏰營業時間早上10:00-凌晨1:00

20 Aug 2026, 09:20 UTC81 viewsread 20 August 2026
Photo

🥳🥳不是不更新 是真的忙到更新的時間都沒有 哈哈 #不斷接受預約單中

20 Aug 2026, 09:18 UTC87 viewsread 20 August 2026
Photo

超阿莎力的哥哥 當下詢問 不看任何參考照片 直接給我一個範圍 馬上相信姜姜的安排 這樣的感覺真的太爽惹 開心🥳🥳🥳

20 Aug 2026, 08:06 UTC53 viewsread 20 August 2026
Forwarded from @xiaomin565Photo

📢馬年大吉➖高檔區 小鹿 163cm 45kg C+奶 23歲 #清純 #初戀系 #乖甜 #氣質美女 小鹿是一眼就讓人心動的典型初戀 身材是小隻馬+細腰+軟軟的胸型 胸線自然好看,不刻意但很吸引人 越相處越讓人放鬆、越看越耐看 🚩點擊:隱密聊 📱點擊:私密TG 🐰瞭解姜妞: 姜姜心情 🐰影片區域: 濕濕頻道 🐰學生妹區: 學生妹區域 🐰高檔妹區: 高檔妹區域 🐰隱密頻道: 選妃總頻道 🐰熟女專區: 韻味熟女區 🐰恩客評價: 真實售後區 🐰更多正妹: 觀看更多區 📍本茶莊特色:專做回頭客 🌐以防走丟官方:點擊觀看 ⏰營業時間早上10:00-凌晨1:00

20 Aug 2026, 08:05 UTC39 views1 reactionsread 20 August 2026
Forwarded from @xiaomin565Photo

📢馬年大吉➖高檔區 極品新妹 小魚兒 168cm.D奶.20歲 #大學生兼職外拍麻豆 清純 青春 大奶妹 可愛俏皮 🚩點擊:隱密聊 📱點擊:私密TG 🐰瞭解姜妞: 姜姜心情 🐰影片區域: 濕濕頻道 🐰學生妹區: 學生妹區域 🐰高檔妹區: 高檔妹區域 🐰隱密頻道: 選妃總頻道 🐰熟女專區: 韻味熟女區 🐰恩客評價: 真實售後區 🐰更多正妹: 觀看更多區 📍本茶莊特色:專做回頭客 🌐以防走丟官方:點擊觀看 ⏰營業時間早上10:00-凌晨1:00

🥰1

20 Aug 2026, 08:05 UTC34 viewsread 20 August 2026
Forwarded from @ye0223Photo

📢馬年暑假學生特價系列 豆豆 165-47-C+ 21歲 清純中帶點可愛 很敏感 一次愛愛可以高潮2-3次 #女友FU100% 這樣的小騷貨 晚上想和豆豆 約會嗎 🚩點擊:隱密聊 📱點擊:私密TG 🐰瞭解姜妞: 姜姜心情 🐰影片區域: 濕濕頻道 🐰學生妹區: 學生妹區域 🐰高檔妹區: 高檔妹區域 🐰隱密頻道: 選妃總頻道 🐰熟女專區: 韻味熟女區 🐰恩客評價: 真實售後區 🐰更多正妹: 觀看更多區 📍本茶莊特色:專做回頭客 🌐姜姜外送選妃官方:點擊觀看 ⏰營業時間早上10:00-凌晨1:00

20 Aug 2026, 08:05 UTC35 views1 reactionsread 20 August 2026
Forwarded from @linmuyao1Photo

📢馬年暑假熟女區特價系列 小薰 165cm 48kg E奶 30歲 輕熟的年紀 需求很大 目前還是單身 身材皮膚都管理的很棒 屬於漂亮性感主動型 想被榨乾的必點 皮膚很白 可吸舔可揉捏 後入超爽 🚩點擊:隱密聊 📱點擊:私密TG 🐰瞭解姜妞: 姜姜心情 🐰影片區域: 濕濕頻道 🐰學生妹區: 學生妹區域 🐰高檔妹區: 高檔妹區域 🐰隱密頻道: 選妃總頻道 🐰熟女專區: 韻味熟女區 🐰恩客評價: 真實售後區 🐰更多正妹: 觀看更多區 . 📍本茶莊特色:專做回頭客 🌐以防走丟官方:點擊觀看 ⏰營業時間早上10:00-凌晨1:00

❤1

11 Aug 2026, 15:43 UTC155 viewsread 12 August 2026

正文在這邊唷~~ 歡迎大家加入姜姜的日常生活心情分享頻道 鏈接進去: https://t.me/lineht98627

11 Aug 2026, 15:41 UTC408 views1 reactionsread 12 August 2026
Photo

哈哈 被正主姜姜抓包惹 我覺得心情文以及自己的感悟可以不用模仿啦~ 這些都是姜姜自己內心的想法 也是姜姜努力生活幻想的每一天 都是姜姜這幾年一點一滴累積出來經驗 也是姜姜在不斷的困難中摸索出來的感悟 建議這位小姐姐可以靜下心來回想自己來時的路 這些成長道路中的回憶是別人沒辦法體會到的酸甜苦辣唷~~ 🥰🥰🥰 不過還是謝謝你的肯定 一定是姜姜有點小小優秀 才會被模仿吧 哈哈哈 自戀臭美的一個晚上🤭🤭

👏1

11 Aug 2026, 15:14 UTC373 viewsread 12 August 2026
Photo

#北部30k高檔紅牌香香 姜姜若拿出這個客評 閣下應當如何~~ 哈哈哈 看到只認姜姜這兩個字的妹妹就知道我的實力 上個月約她那天本來是想要報說休息的 但聽到是姜姜的客戶 直接休假也空出來兩小時接 真的萬分感動 客評💓 妹妹身高:165cm 妹妹體重:44kg 妹妹胸部:D 妹妹年齡:24歲 服務加分點:非常好看 ,胸部大,也很愛聊天氣氛很好 會把你緊緊抱住 是否有刺青/抽菸:一點小刺青 是否值得回約:很值得 對茶姐姜姜的評價:謝謝姜姜妹妹推薦這麼好的給我 值得信賴

Showing the 12 most recent of 55 posts we hold for @linejiang68952. 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 6 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 8 October 2026 — this entry's latest reading, not the date you are reading this.

“學生會長姜姜的魚群🐳賴:jntw88” (@linejiang68952), 6,876 subscribers as measured 8 October 2026. Telegram Register, tgregister.com/channel/linejiang68952.

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.