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Channel

【长沙精准扶贫】新报告榜

@csfupin5

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

27,363subscribers

+12,421 since we began measuring on 9 August 2026

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

Register entry

Telegram ID-1001096119671
TypeChannel
Username@csfupin5
CreatedBetween 1 September 2016 and 30 September 2017 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded9 August 2026
Last confirmed live12 November 2026
Measurements held61
Confirmed unchanged1 time, most recently 12 November 2026
On Telegramt.me/csfupin5

Topic

Adult — 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 10 September 2026 and assigned it the closest of 31 fixed categories, at 73% 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.

Growth

14,94227,39421,16827,3639 August 202612 November 2026
61 measurements spanning 96 days, net +12,421. 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 13,074–29,262 and does not start at zero.
Measurement log — every subscribers count we have recorded, most recent 20 of 61
Measured (UTC)SubscribersChange
12 Nov 2026, 21:0127,363+64
10 Nov 2026, 12:4927,299+17
8 Nov 2026, 15:0527,282+16
7 Nov 2026, 06:1927,266+9
6 Nov 2026, 03:0627,257+15
5 Nov 2026, 00:2727,242+17
3 Nov 2026, 22:5027,225+9
2 Nov 2026, 20:3727,216+23
1 Nov 2026, 21:0927,193-28
31 Oct 2026, 17:4827,221-69
30 Oct 2026, 20:2127,290-64
29 Oct 2026, 21:1527,354+10
28 Oct 2026, 20:5927,344-24
27 Oct 2026, 17:2727,368-11
26 Oct 2026, 13:3527,379-15
24 Oct 2026, 16:5027,394+15
23 Oct 2026, 19:0727,379+35
22 Oct 2026, 22:1927,344+26
21 Oct 2026, 22:0027,318+55
20 Oct 2026, 14:4927,263first reading

Engagement

1,419 posts held, back to 8 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 149 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
1.03%
avg views ÷ 27,363 subscribers
Avg views / post
283
608 posts measured
Reaction rate
0.315%
reactions ÷ views · ER floor
Posts in window
608
of 1,419 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 154 of 608 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 14 November 2026
Posts held1,419 (8 August 2026 – 14 November 2026)
Views total171,887
Reactions total151
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken14 Nov 2026, 15:38 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
≈37
Videos
≈1
Links
≈5,160

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. 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.

Reaction mix

219 reactions across 192 posts, in 2 distinct kinds. The most used accounts for 75.8% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤16675.8%
👍5324.2%

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 237 of the 1,000 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 219 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 1,000 most recent posts we hold (the sample is capped at 1,000), published 26 September 2026 to 14 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: 3 of 608 posts held from the last 30 days (0.493%) 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, 15:04 UTC71 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:温听雨 【留名】:匿名 【评价】:👍 好评 【人照】:10 【颜值】:9.5 【身材】:9 【服务】:10 【态度】:10 【环境】:9 【综合】:9.58 【过程】:约了两天终于约上了,不容易啊,指挥上楼很安全,进门口就感觉不一样,白,嫩,有气质,情绪价值给的很足,全程没有不适感,而且服务过程也很棒,女友感很足,闭眼冲就是了

14 Nov 2026, 15:04 UTC63 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:洋洋同学 【留名】:hshrirmvh 666 【评价】:👍 好评 【人照】:10 【颜值】:10 【身材】:9 【服务】:9 【态度】:10 【环境】:9 【综合】:9.5 【过程】:美妙无需多言,嫩妹、态度好到爆,笑到心坎里去了,过程反馈很真实,很敏感,一碰就湿哒哒的,久违的满意车

14 Nov 2026, 15:04 UTC58 viewsread 14 November 2026

【时间】:2026-10-31 【老师】:困困 【留名】:匿名 【评价】:👍 好评 【人照】:8 【颜值】:8 【身材】:8 【服务】:8 【态度】:8 【环境】:7 【综合】:7.83 【过程】:人照片基本相符,嫩妹fw,听话乖巧,身材偏瘦,柔韧挺好,姿势兼容,整体做下来感觉不错。

14 Nov 2026, 14:35 UTC88 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:温听雨 【留名】:匿名 【评价】:👍 好评 【人照】:9 【颜值】:9 【身材】:9 【服务】:10 【态度】:10 【环境】:9 【综合】:9.33 【过程】:课室位置方便,按ls指引一下就找到了,门打开的一刹那感受到扑鼻的淡雅香味,上头又诱人,随后一位亭亭玉立长发飘飘的气质丽人进入了视线,还得是女主,一看就让人满心欢喜。 ls性感,声音温柔,接待细心又体贴,很会照顾人,服务周到,基本的都有,整套下来从如沐春风到飘飘欲仙,从如痴如醉到神清气爽,是一次高质量体验。

14 Nov 2026, 14:06 UTC114 views1 reactionsread 14 November 2026

【时间】:2026-11-14 【老师】:C蕊 【留名】:雄 赳赳 【评价】:👍 好评 【人照】:8 【颜值】:8 【身材】:8 【服务】:8 【态度】:8 【环境】:8 【综合】:8 【过程】:富有肉感的小土豆,开朗活泼还话痨,感觉挺社牛的,大大咧咧的很随和,是个游戏迷,床上正酝酿着,结果聊着游戏有来有回的,差点背离了此次出击的主题。 后来让ls 展示了口技,给老弟整的酥麻酥麻的,随后持枪开桩,过程中ls较为丰满体态加大分,动起来肉浪一阵一阵,也比较配合,就是床不咋行,搞起来快散架一样,然后换了几个姿势感觉都不错,基本fw都有。

👍1

14 Nov 2026, 14:03 UTC108 views1 reactionsread 14 November 2026

【时间】:2026-11-14 【老师】:洋洋 【留名】:匿名 【评价】:👍 好评 【人照】:8 【颜值】:8 【身材】:8.5 【服务】:8.5 【态度】:9 【环境】:8.5 【综合】:8.42 【过程】:见面老师很热情,情绪价值很高,身高应该是162左右,很完美的奶子,做的时候身体反馈一流,水哗哗流!值得冲。

👍1

14 Nov 2026, 13:53 UTC106 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:叶璃 【留名】:Margie 高高 【评价】:👍 好评 【人照】:0 【颜值】:10 【身材】:10 【服务】:10 【态度】:10 【环境】:10 【综合】:8.33 【过程】:老师更很漂亮 服务非常好 玩到就是爽到

14 Nov 2026, 13:47 UTC126 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:木子 【留名】:蜡笔小龙虾 (超幸福版) 【评价】:👍 好评 【人照】:8.5 【颜值】:9 【身材】:9 【服务】:9 【态度】:10 【环境】:10 【综合】:9.25 【过程】:其实我是第二次出击木子了,木子的长相身材完全长在我的审美点上,我今日白天观天象,天气阴晴,温度适宜,掐指一算正是我再次出击和木子网恋奔现的好日子。 这次木子换了地方,比之前还要安全不少,叫破喉咙都没人知道,语音遥控上楼后,木子穿着情趣服加高跟鞋靠在墙边深情的看着我进门,我一把搂住直接亲上去,走到沙发闲聊了几句把水费交了过后,走到浴室共浴,水蛇缠腰、猴子偷桃、水中萧一番攻势下来,直接做起了真男人。 随后为我擦干身子领我进入战斗场所,我说你躺着,我来,木子似乎已经按耐不住想让我舔她,直接按住我的头往下走,我顺势而为一口下去,娇喘声随即传出,虾式舔逼功法输出完成后,护理垫已有战斗结果,我瞬间带上雨伞直接进入,减少…

14 Nov 2026, 13:11 UTC140 views0 reactionsread 14 November 2026

【时间】:2026-11-14 【老师】:萌萌 【留名】:匿名 【评价】:👍 好评 【人照】:7.5 【颜值】:7.5 【身材】:8.5 【服务】:9.5 【态度】:9.5 【环境】:9 【综合】:8.58 【过程】:点的上门pp,老师的大奈身材是货真价实的,服务也不敷衍,整个过程中态度很好,直接用大奈出货一次,第二发女上也是很快被秒了,很满意的一次出击

14 Nov 2026, 13:07 UTC124 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:李晓露 【留名】:丝袜王子 【评价】:👍 好评 【人照】:9.5 【颜值】:9 【身材】:9 【服务】:9 【态度】:9 【环境】:9 【综合】:9.08 【过程】:约的头课,ls刚起,进门给拿了拖鞋。一开始大家还都有点拘谨,就坐在沙发上拉着手聊了几句熟悉一下,给完课费然后被ls拉着一起洗澡了,过程可说的不多,ls会帮着涂沐浴露清洗下面。 擦干上床,她从我耳边开始,慢慢往下滑,咪咪,肚脐,一路滑到弟弟那,一口就吞下了,ls的胸饱满结实,没有下垂的迹象,揉捏起来手感绝佳,让人不禁感叹年轻身体的魅力。服务完后老师开始口,不都不说ls的口活一流啊,差点直接给我秒了,暂时暂停然后戴套开干,ls体力充沛,臀部丰满有弹性,女上和后入的体验都不错。换到传教,ls给的反馈很足,抱着边🐍边抽查,频率和深浅的变化都能从ls的叫声中得到回应。 云消雨歇,ls躺在我怀里和我聊天。啪过之后聊起来就自在多了,聊了些…

14 Nov 2026, 13:07 UTC109 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:小五 【留名】:手痛 【评价】:👍 好评 【人照】:9.5 【颜值】:9 【身材】:8.5 【服务】:9 【态度】:9 【环境】:10 【综合】:9.17 【过程】:一进屋,我们就聊的飞起,还时不时摸摸我的肉棒,小五老师太热情了,给我拖去外衣,快速和小五老师速度洗完,然后开始上床服务。今天用了两瓶红牛加持,先是背面服务,一点不敷衍。然后回归正面,直接大蟒蛇就来了,我一边抓着🐻,玩弄着小五老师的小葡萄,小五老师一直骚话不断,那就多揉揉。她撩开长发,一点一点吃着我的肉棒,我看着她,让她不要停,还做了一会69。带上雨伞后,先是女上,我尽情扭动她的小蛮腰,过了一会,来传教士,爸爸快用力操我,然后一直亲我,中间还吃了一会小葡萄,疯狂输出,大约持续了5分钟,在一阵爸爸 爸爸 的呐喊声中将身体的能量都射进她的小穴里。随后,洗了澡,给下个大哥腾位。开车的时候,两腿已经酸软,累的不行了,这两天要好好冷却一…

14 Nov 2026, 13:07 UTC99 viewsread 14 November 2026

【时间】:2026-11-14 【老师】:香七七 【留名】:甘哥 【评价】:👍 好评 【人照】:9.5 【颜值】:9 【身材】:9.5 【服务】:9.5 【态度】:9 【环境】:9.5 【综合】:9.33 【过程】:看到老师车库照片心潮澎湃,马上约了下午的课。开门发现是一位黑长直的御姐,真人要比照片好看,寒暄一会交完水费洗完出来,和老师依偎在一起,抚摸着光滑的胴体,感受彼此的温度和老师乳房压在身上的体感,水乳交融……咳咳,说回正题。老师大蟒蛇,🐍的很通透,口活非常棒特别是老师的深🐒,态度很好。服务完以后带上雨伞以传教起手,下面非常紧,老师的反应也挺真实,手紧紧抓住我的胳膊,叫床也很棒,“爸爸草我”,“爸爸好大……后入时更紧,看着老师的翘屁屁直接开始加速,然后换传教士我抱着老师抽插一会,最后压在老师身上,老师双腿缠在我的腰间,舌头彼此缠绕,最后完成了发射。自己洗完后和老师聊了会天就撤退了,不得不说七七老师的服务超级棒!

Showing the 12 most recent of 1,419 posts we hold for @csfupin5. 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

@csfupin5 edited 1 post 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
31 August 2026
Most recent edit
31 August 2026

Posts recorded as deleted after publishing

We recorded 7 posts on @csfupin5 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
12 August 2026
Most recent seen missing
24 October 2026
Median time before seen missing
17 hours
Seen missing in the last 30 days
3

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

“【长沙精准扶贫】新报告榜” (@csfupin5), 27,363 subscribers as measured 12 November 2026. Telegram Register, tgregister.com/channel/csfupin5.

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.