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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

27,242subscribers

+12,300 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 live5 November 2026
Measurements held56
Confirmed unchanged1 time, most recently 5 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

14,94227,39421,1689 August 2026 — 14,942 subscribers9 August 2026 — 14,958 subscribers10 August 2026 — 14,995 subscribers11 August 2026 — 15,035 subscribers12 August 2026 — 15,064 subscribers13 August 2026 — 15,087 subscribers14 August 2026 — 15,115 subscribers16 August 2026 — 15,161 subscribers17 August 2026 — 15,204 subscribers18 August 2026 — 15,213 subscribers19 August 2026 — 25,241 subscribers20 August 2026 — 25,286 subscribers21 August 2026 — 25,328 subscribers23 August 2026 — 25,313 subscribers24 August 2026 — 25,368 subscribers25 August 2026 — 25,405 subscribers27 August 2026 — 25,434 subscribers28 August 2026 — 25,460 subscribers29 August 2026 — 25,487 subscribers30 August 2026 — 25,521 subscribers31 August 2026 — 25,569 subscribers1 September 2026 — 25,613 subscribers2 September 2026 — 25,657 subscribers3 September 2026 — 25,711 subscribers5 September 2026 — 25,783 subscribers9 September 2026 — 25,887 subscribers11 September 2026 — 25,970 subscribers13 September 2026 — 26,030 subscribers14 September 2026 — 26,084 subscribers16 September 2026 — 26,143 subscribers19 September 2026 — 26,198 subscribers25 September 2026 — 26,319 subscribers4 October 2026 — 26,649 subscribers8 October 2026 — 26,767 subscribers13 October 2026 — 27,003 subscribers14 October 2026 — 27,055 subscribers15 October 2026 — 27,089 subscribers16 October 2026 — 27,121 subscribers17 October 2026 — 27,141 subscribers18 October 2026 — 27,156 subscribers19 October 2026 — 27,218 subscribers20 October 2026 — 27,263 subscribers21 October 2026 — 27,318 subscribers22 October 2026 — 27,344 subscribers23 October 2026 — 27,379 subscribers24 October 2026 — 27,394 subscribers26 October 2026 — 27,379 subscribers27 October 2026 — 27,368 subscribers28 October 2026 — 27,344 subscribers29 October 2026 — 27,354 subscribers30 October 2026 — 27,290 subscribers31 October 2026 — 27,221 subscribers1 November 2026 — 27,193 subscribers2 November 2026 — 27,216 subscribers3 November 2026 — 27,225 subscribers5 November 2026 — 27,242 subscribers27,2429 August 20265 November 2026
56 measurements spanning 88 days, net +12,300. 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 56
Measured (UTC)SubscribersChange
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, 14:4927,263+45
19 Oct 2026, 12:3727,218+62
18 Oct 2026, 09:4527,156+15
17 Oct 2026, 12:4927,141+20
16 Oct 2026, 11:0627,121+32
15 Oct 2026, 10:3127,089first reading

Engagement

1,225 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 131 pages of Telegram’s post history, 20 posts per page.

ERR · 30 days
1.10%
avg views ÷ 27,242 subscribers
Avg views / post
298
626 posts measured
Reaction rate
0.292%
reactions ÷ views · ER floor
Posts in window
626
of 1,225 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 141 of 626 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 5 November 2026
Posts held1,225 (8 August 2026 – 5 November 2026)
Views total186,779
Reactions total135
Forwards / commentsnot exposed by the public surface — not measured, not estimated
Readings taken5 Nov 2026, 15:11 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
≈4,930

Lifetime counters from Telegram’s own channel header, read 5 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

223 reactions across 193 posts, in 4 distinct kinds. The most used accounts for 84.3% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤18884.3%
👍3314.8%
🤡10.448%
🥰10.448%

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 235 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 223 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 22 August 2026 to 5 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 626 posts held from the last 30 days (0.479%) 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).

5 Nov 2026, 13:59 UTC97 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:花倩倩 【留名】:匿名 【评价】:👍 好评 【人照】:8 【颜值】:8 【身材】:7 【服务】:7 【态度】:10 【环境】:8 【综合】:8 【过程】:闲来无事刷刷榜,一眼看见倩倩,照片是我的菜,果断出击,来了之后真人没有失望,纯嫩妹一个,非常瘦。真人跟照片相差不是很大,是我喜欢的类型,唯一美中不足的是胸不是很大,标准小美。服务这方面就没啥说的了,标准嫩妹三件套,不过值得一说的是这个妹子是大蟒蛇,你不喊停她都不带停,态度没得没说,人也非常配合,说话也温温柔柔的。值得2次出击

5 Nov 2026, 13:10 UTC150 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:小云 【留名】:四杀 【评价】:👍 好评 【人照】:8.5 【颜值】:9 【身材】:9 【服务】:9 【态度】:9 【环境】:8.5 【综合】:8.83 【过程】:看见小云老师的资料,约上一课,报的试试的心态,到课室见到老师本人老师本人很温柔,年轻漂亮,身材高挑,服务态度也很好,很喜欢老师的颜值,身材也好,皮肤也很白,身材很好,服务态度很好,口活好,爱爱姿势配合,小穴紧,喜欢嫩妹和冷白皮的兄弟可以冲

5 Nov 2026, 12:21 UTC176 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:彤彤 【留名】:你在害羞什么 【评价】:👍 好评 【人照】:9 【颜值】:9 【身材】:9 【服务】:8 【态度】:10 【环境】:10 【综合】:9.17 【过程】:今天的5连击,彤彤是第4个,没有像第2第3的让人失望,妹妹颜值在线,身材在线,服务也在线,而且是百分百自己飞机自聊。进门到出门,1个小时,没有催过一句。这个好评该给。妆容,身材没的说,至少走在街上一定有人要微信的那种。妹妹属于那种邻家小妹,没有风尘气,进门可能有点冷淡,但是聊开了就很自然。有舌吻,大蟒蛇,口的时间也久,可以一直口。女上不怎么会,但是反馈可以。哼哼唧唧,很正常的反应也不夸张。但是我建议妹妹可以情绪给足点,但是妹妹学不来。哈哈哈。总之这次cj很满意,喜欢嫩妹的可以冲,身材不瘦也不胖,很自然。。腿型也很好。

5 Nov 2026, 11:57 UTC185 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:江小白 【留名】:匿名 【评价】:👍 好评 【人照】:7 【颜值】:8 【身材】:8 【服务】:10 【态度】:10 【环境】:10 【综合】:8.83 【过程】:提前和小白约好时间,遥控进门,哇,身高1米5左右,年龄应该23,身材大小刚好,皮肤超级光滑,人照7分像,挺耐看的妹妹,情绪价值挺好的不会冷场,简单寒暄几句就开始脱衣服共浴,口活一级棒眼神看的你心挠挠的,太舒服了差点就在浴室交代了,然后开始服务,课表服务都有,浑身酥酥麻麻。🐍到爆,然后来感觉了就戴套干,此处省略一万字,最后超顺利出货,洗漱走人,不太会写报告,将就看看,最后告诉狼友们,老师服务确实挺好的,喜欢服务型的可以无脑冲

5 Nov 2026, 11:51 UTC160 views1 reactionsread 5 November 2026

【时间】:2026-11-05 【老师】:洋小洋 【留名】:A 10 【评价】:👍 好评 【人照】:9 【颜值】:8 【身材】:9 【服务】:8.5 【态度】:9 【环境】:9 【综合】:8.75 【过程】:听朋友推荐来的,到达课室,看到老师的第一眼就被这种少妇气质吸引了,身材也棒是我喜欢的大奶啊!洋洋老师热情打招呼给拿水然后水温调好喊我洗澡,交了水费之后一起进了浴室,猴急猴急三下五除二洗干净溜进房间。开始由上而下的给我服务,舌吻非常主动,特别是舔奶头,到了小弟弟这里,更是温柔加热情,舌头软软的,口的我直接叫了起来,太舒服了,蛋蛋被老师含着感觉要升天了,这边蛋蛋舔了舔另外一个。双手也没闲着,两个肉团双手一握,手感非常棒,软绵绵又不失q弹。小弟弟已经硬到了不行,拿起套让洋洋老师帮我带上,先是女上的姿势,小弟弟瞬间被温暖的小穴包裹,如沐春风的感觉,看着老师那如痴如醉的表情,和那一对不停上下晃动的胸,直接沉沦了,这种感觉特别仙,声音随…

❤1

5 Nov 2026, 11:51 UTC141 views1 reactionsread 5 November 2026

【时间】:2026-11-05 【老师】:江小白 【留名】:匿名 【评价】:👍 好评 【人照】:8 【颜值】:9 【身材】:9 【服务】:9 【态度】:10 【环境】:10 【综合】:9.17 【过程】:老师在公寓很安全,遥控上楼进门一看老师是我喜欢的类型(温柔如水型),屋子里收拾的很干净一看就是爱干净的人。先洗澡,过程有水中箫,口得很认真眼神很勾人。接下来去床上可以先选衣服,本人选了jk(顺便问了这是大部分狼友的选择hhh)。然后就开始大蟒蛇,舔胸加口,有感觉了就开始正片。老师女上太厉害了差点没忍住,赶紧换传教士最后出货。本狼友约的包时,第二发在小镜子旁边做的非常刺激,一会就忍不住发射了。完事最后温存了一会跟老师依依不舍的道别。总结一下,老师真的很温柔,怕机车的尽管来,情绪价值很足。

❤1

5 Nov 2026, 11:51 UTC137 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:小晓 【留名】:Hsjdjd 【评价】:👍 好评 【人照】:9 【颜值】:8.5 【身材】:8.5 【服务】:9 【态度】:9 【环境】:8 【综合】:8.67 【过程】:看到老师的频道是大熊老师,价格也很优惠就约了,按照老师给的导航走很容易就能找到,开门看到老师本人跟照片基本没差立刻给了水费洗澡,跟老师提出了黑丝制服的要求也安排了。洗完澡时候躺在床老师就开始浑身挑逗让我全身酥麻。先是背面服务那一对大奶在我背上划过的体验感太爽了,翻到正面还感受着那对巨乳在我弟弟上下摩擦的感觉太棒了,在我还在陶醉的时候突然就用她的小嘴巴把我的小弟弟喊住猛吸,就叫不行的时候老师又松开了,赶紧让老师戴套上位,老师身体很软,柰子上下晃动的视觉冲击太强了,娇喘的厉害很快就缴枪了,体验很好下次还会再约。没想到这个价位老师漂亮 服务太特么好了,一定会2刷!

5 Nov 2026, 10:25 UTC205 viewsread 5 November 2026

【时间】:2026-11-04 【老师】:沈清婉 【留名】:弗兰克 【评价】:👍 好评 【人照】:8.5 【颜值】:9 【身材】:9 【服务】:8 【态度】:9 【环境】:9 【综合】:8.75 【过程】:看到有新上的嫩妹妹,果断约上课,到了之后被遥控上楼进门便见娇俏可人略带羞意的小美女,陪洗过程中的玩着小美女的大奶已经让小弟弟挺立起来,接着便来到了床上,口活功底让我惊讶了一番,不喊停就一直口直到鸡鸡有点受不了赶忙带套女上,清婉妹妹的女上也是体力还不错,摇了好几分钟,赶忙换传教位开始大力输出,中间各种变换姿势高速冲刺,直到汗流不止,清婉妹妹也没任何不适还一直配合,到了我没体力的时候,清婉妹妹还继续女上换她来动想要让我出货,这一点真心感动,换其他任何ls估计都会直接提出手打,最终太累了,还是在口手配合下完成出货。整个过程体验非常舒适,简单几个字就是日爽了,很尽兴的一次体验,下次来坚决约pp。非常喜欢清婉妹妹!不仅嫩服务也是相当不错…

5 Nov 2026, 10:25 UTC184 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:雪莹 【留名】:Kobe Laoda 【评价】:👍 好评 【人照】:10 【颜值】:9 【身材】:8 【服务】:9 【态度】:9 【环境】:9 【综合】:9 【过程】:这次体验很爽,先说一下环境,课室氛围真的很好。一开门就听到客厅电视正在播放 Starboy,刚好是我非常喜欢的一首歌 另外房间里的热空调也开得很足,整体暖洋洋的,不会有冷冰冰的感觉,舒适度很高。 雪莹老师本人比较有亲和力,不会让人觉得拘谨,交流起来很自然。浴室环节很有特色,互动和调情都比较到位,氛围感拉得很足,让人很容易放松下来。 床上环节也相当有感觉,互动热情,情绪投入度很高,尤其声音表现非常有感染力,叫声很大,也让整个氛围更加投入。整体过程比较愉快,没有冷场的尴尬感。 优点:课室氛围好,环境温暖,浴室互动有特色,整体体验感不错。

5 Nov 2026, 09:44 UTC192 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:李晓露 【留名】:三楼 【评价】:👍 好评 【人照】:8.5 【颜值】:9 【身材】:9 【服务】:9 【态度】:9 【环境】:8.5 【综合】:8.83 【过程】:在停车场入口差点被大妈的小毛驴蹭到车头,互道sb之后开进停车位稍事休息平复心情,准点获取房号上楼。小区房停车场进入无门禁,电梯直达课室楼层,推开留好的门,看见披着棕色头发的晓露对着我笑的时候,刚才的小插曲瞬间丢到九霄云外。频道看到晓露的身材就非常棒,忍不住上手检查胸是否真实💪 没想到手感非常不错😍 不知怎么的聊着聊着衣服就没了,然后就洗净抹干躺到床上抱着🐍了起来。没想到晓露🐍得这么投入的我是不多见,容易缺氧。趁我换气的功夫,晓露的娇嫩舌尖在我身上游走起来,光是看着她吮吸舔舐我的上路两点,就让我兴奋不已。当她把我整根含下的时候,差点就交代了。果然床上太刺激的时候是会不自觉抓床单的!完全没有齿感的口活,很快让我感觉已到发射边缘,…

5 Nov 2026, 09:24 UTC185 viewsread 5 November 2026

【时间】:2026-11-04 【老师】:小白 【留名】:匿名 【评价】:👍 好评 【人照】:9 【颜值】:9 【身材】:8 【服务】:10 【态度】:10 【环境】:9 【综合】:9.17 【过程】:刚好老师有空约好时间,进门后老师就热情地迎上来,我顺势搂住老师的腰,有点肉感软乎乎的,然后吻上了老师的嘴唇,来了个浅浅的吻。换好鞋后接着在沙发简单唠了一下就往浴室去了。老师认真地帮我清洗,然后水中萧,那快感无与伦比,一个不注意就会缴械投降,终究还是忍住了赶紧擦干去房间了。到了床上老师换好制服后便开始继续发挥,老师的技术挺娴熟,服务很用心,没有偷工减料。每处都被舌头的转动带来曼妙的刺激,大蟒🐍也是照样的激烈,我不喜欢毒🐉就没要老师做。接着的无齿口延续着在浴室的快感,让人欲罢不能。服务完后进入好正戏,戴上套套后开始享受里面的温热和柔软。老师女上堪比电动小马达,坐上来摇个不停,差点没控制住。让老师躺下然后开始了我的输出,每一次撞击都带着…

5 Nov 2026, 09:24 UTC187 viewsread 5 November 2026

【时间】:2026-11-05 【老师】:姬月 【留名】:trafaglar law 【评价】:👍 好评 【人照】:9 【颜值】:9 【身材】:10 【服务】:10 【态度】:10 【环境】:9 【综合】:9.5 【过程】:今天体验不错,老师身材真的是完美s型,在身上翻云覆雨,超好的口技更是把我带飞起来,我换位开始主动,才发现她的声音也是一绝,节奏把我带到高潮,交货以后还不过瘾,可惜自己有其他安排只能先撤,保留实力下次再战

Showing the 12 most recent of 1,225 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 5 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), 27,242 subscribers as measured 5 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.