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蔡霞 engagement report

@realcaixia - 860K followers on X

Measured over 34 original posts from a 30-day window, last computed on August 30, 2026.

Engagement

Middle of its size range
Per follower
0.017%
of 860K followers
Per impression
0.304%
48K views on a typical post
Reach
5.53%
of its followers see a post
Typical post
144
interactions (median)
Saved
0.059%
28 bookmarks on a typical post
Posting rate
3.3/day
active 53% of days
Peak time
00:00 UTC
Thursday

A typical post picks up 144 interactions against 860K followers, an engagement rate of 0.017%. Measured over 34 original posts, its engagement rate beats 42% of 3,899 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 48K times each, and 0.304% of those impressions turn into an interaction. That is about 5.53% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 3.3 posts a day over the last 30 days, with activity on roughly 53% of days. Most posts go out around 00:00 UTC, and Thursday is the busiest day of the week. Of the 34 posts sampled, 44% carry an image or video and 76% link out. The account's strongest tracked post pulled 6.8K interactions, about 47x its own typical post. Recurring topics include #蹭網發推之一八六, #季風夏日書訊.

Measured over 34 original posts from a 30-day window, last computed on August 30, 2026. Recurring tags: #蹭網發推之一八六, #季風夏日書訊.

Compared with accounts its own size

蔡霞's engagement rate beats 42% of the tracked X accounts closest to it in follower count (3,899 accounts, accounts of similar size (decile 9 of 10)). A percentile is spread evenly by construction, so 50 really is the middle of that group and 90 really is its top tenth.

On engagement per impression rather than per follower it beats 23% of the same group. When those two numbers disagree, the gap is about how far its posts travel rather than how people react to them.

Where this sits in the catalog

At 0.017%, 蔡霞 sits above the 25th percentile of the 37,701 accounts in this comparison. That places it in the below the median band, which runs 0.012% to 0.081%.

p100.002%
p250.012%
p50 (median)0.081%
p750.439%
p902.10%
p99156.3%
Engagement rate as a share of followers, across the 37,701 accounts we have scanned enough to measure. The axis is logarithmic, because the top and bottom of this population are about 104,204 times apart and a linear axis would flatten everything below the median into a single point.
Show the percentile table
Engagement rate percentiles
PercentileEngagement rate
10th percentile0.002%
25th percentile0.012%
50th percentile0.081%
75th percentile0.439%
90th percentile2.10%
99th percentile156.3%

This ruler is the whole measured catalog, not a size-matched group: it shows where the raw rate falls across every account we can measure, all of which are large. For a like-for-like comparison, read the size-band percentile above instead. See how the bands are built

Posting timing

This account posts most often around 00:00 UTC, and Thursday is its busiest day of the week. The bars below are the catalog-wide pattern, with this account's own busiest slot marked. They do not show how this account performs at each hour: we keep one aggregate per account, not one per hour, so that measurement does not exist in our data.

Engagement by hour posted, UTCTwenty-four bars, one per UTC hour. Each bar shows how posts published in that hour compare with their own authors' median engagement. Bars above the centre line ran higher than the median, bars below ran lower. A marker flags Busiest hour: 00:00 UTC.
0003060912151821
Above the authors' own mediansBelowScale: plus or minus 6%Busiest hour: 00:00 UTC
Show engagement by hour posted, utc as a table
Engagement by hour posted, UTC
Hour (UTC)Vs author medianPosts
00:00 UTC-1%53K
01:00 UTC-2%53K
02:00 UTC-3%52K
03:00 UTC-4%55K
04:00 UTC-6%44K
05:00 UTC-4%43K
06:00 UTC-4%50K
07:00 UTC-5%54K
08:00 UTC-4%63K
09:00 UTC-3%72K
10:00 UTC-2%75K
11:00 UTC-3%81K
12:00 UTC-2%90K
13:00 UTC-2%98K
14:00 UTC-3%101K
15:00 UTC-2%105K
16:00 UTC-4%102K
17:00 UTC-3%95K
18:00 UTC-1%88K
19:00 UTC-2%83K
20:00 UTC-1%77K
21:00 UTC-1%69K
22:00 UTC-2%60K
23:00 UTC-2%53K
Engagement by day of weekSeven bars, one per weekday, Sunday first. Each bar shows how posts published on that day compare with their own authors' median engagement. Bars above the centre line ran higher than the median, bars below ran lower. A marker flags Busiest day: Thursday.
SunMonTueWedThuFriSat
Above the authors' own mediansBelowScale: plus or minus 5%Busiest day: Thursday
Show engagement by day of week as a table
Engagement by day of week
DayVs author medianPosts
Sunday+5%238K
Monday0%302K
Tuesday-3%302K
Wednesday-1%257K
Thursday-2%250K
Friday-3%259K
Saturday+3%233K
See what moves engagement across the whole catalogWhat counts as a good engagement rate at this size

Best tweets

  • Jun 4, 202447x their median

    踏着六四死难者的遗体,沾着枪杀平民的血光的,歌颂那场大屠杀的人,而今统治着中国人民。习仲勋的6•15讲话是替习近平爬上大位交投名状! https://t.co/srBFXLdpfQ

    2.0K1.2K3.6K301.5M viewsView on X
  • Aug 18, 202614x their median

    盖棺定论:《朱镕基的罪与罚》,今天,朱镕基遗体火化,灰飞烟灭,不知他在空中有没有想起那些因他一念而起,命运动荡的人们:数千万人失去工作流离失所,男人骑着自行车送老婆做皮肉生意…… 2001年朱镕基在清华告别演讲时说了一个故事:儿子朱云来十几岁时,想在家里阳台上种菜,捡了一块破破烂烂的油毡子,准备搁了土种菜。朱镕基就打了他一个耳光。朱云来委屈解释,这油毡子是从垃圾堆里捡来的,不是偷拿别人财物。但朱镕基还是说:“把这块油毡子送回去,不管它是别人的还是垃圾堆里的”,亲自陪儿子把油毡子扔回了垃圾堆。 朱镕基在清华公开演讲中说出这件事,证明了两点:一,他要证明他不贪,也不准儿子贪。二,他不仅想让清华校友知道,更想让全国人民也知道他不贪,也不准儿子贪——然后他就说出那句“我只希望我卸任以后,全国人民能说一句,他是一个清官”。 几年间老朱手持菜刀砍电线,一路火花带闪电。六年下来,全国职工总数少了5975万人,降幅41.9%。王兵《铁西区》讲述的就是宏大叙事的国企改革下面,那抹破败的铁锈色混杂着几十年血与泪。1996和2001年严打,公安部卷宗里,东三省成了恶性案件最密集的地区。这些案子的主犯档案里常有同一行熟悉的字眼:东北某厂下岗工人,现无业。 为朱镕基叫好,理由如下:如果没有朱镕基快刀斩乱麻,东北肯定会拖垮全国,坏账也会影响加入WTO,他不动刀子,中国怎么成为世界工厂?怎么有后来的高速发展。 谁有权力牺牲某一部分人,谁有资格确定牺牲某一部分人。有论证过程吗,有法律程序有听证吗,为什么不给这些人更体面的安顿。靠一咬牙一跺脚,执政合法性就可疑了。当然我们从来不在乎合法性,咱有枪……1909年,张之洞病危,摄政王载沣去探视。张之洞劝他重视民心舆情,不可寒了天下人心。载沣傲然答:“怕什么,咱有兵在”。张之洞送走载沣,长叹一声:“不意闻此亡国之言”,不久去世。 秦制必然出现朱镕基。之前那个时间点的人物叫张居正,现在这个时间点的角色叫朱镕基。干的活儿,周一叫公私合营,周二叫人民公社,周三叫大跃进,周四叫国企改革,周五叫三峡移民……船要沉了,人家先扔下一批人减重,总有一天轮到扔你。 朱镕基学气象的儿子,掌管中国最大的投行,学社会学的女儿,在国有银行主管人民币业务,女婿掌管国企香港资本和资源平台。2007年,朱云来年薪1700万美元,按当年汇率相当于1亿2926万8000元,相当于5185名普通中国职工一年的工资,或者一个中国职工干5185年的收入,那时候还没有夏朝呢。上述,全在朱镕基主管的领域。说到这份儿上,您还认为朱镕基还是那个“我这里准备了100口棺材,99口留给贪官,一口留给我自己”的铁相……是不是有点矮化自己的智商了。 点击进入收看我的第五期油管节目,https://t.co/QbkACQVJbv

    1.3K267288672.0M viewsView on X
  • Feb 25, 202614x their median

    https://t.co/OmbPxNH3Bt

    1.5K38140281.3M viewsView on X
  • Aug 20, 202614x their median

    许家印被判无期徒刑,两个儿子许智健、许腾鹤同日被判有期徒刑。 大儿子许智健曾担任恒大集团副总裁等要职。据报道他长期隐居在温哥华,但目前名下境外房产和金融资产都被冻结,只能按法院核准的基本生活费度日。但他人是否在国内、是否到案,不得而知。 二儿子许腾鹤曾就读哈佛,被当接班人培养,执掌恒大财富等核心融资业务。但早在2023年9月,他就被抓了,比父亲还早一步。 当初许家印涉足足球时,我正好写完那本中国足球内幕,就此撤离足坛。当时他在一次采访中提到这本书,说写到了中国足球的根源。并托广州的足球报同事想见见我。我想了想,说“我写了这本书,就再也不想跟中国足球发生一点点关系了,这他妈的太脏了。” 一晃十七年过去了。见他风光无比,见他阶下作囚。我采访过的徐明也死了,张海也消失了。 这些商人想跟政治家走得近,其实就是跟监狱走得近。

    1.5K17028327294K viewsView on X
  • Aug 21, 202610x their median

    北大教授张丹丹说“灵活就业是一种福利”,这跟疫情期间有人说“封城是党和政府给人民的福利”是一个逻辑。 黑白颠倒已久,自然就有肛嘴不分的专家。至于她说的“自由换社保”,也算是老套路:把不言而喻的权利当成可质押的东西。 北大当然还有寥寥几个坚守者,但作为把“思想自由,兼容并包”当成办学精神的大学,已经远远不如一个烤红薯摊更有价值。对不起,侮辱红薯摊了。

    1.0K14225022153K viewsView on X
  • Aug 18, 20265.0x their median

    https://t.co/rMJa7tPLnk

    5171454518253K viewsView on X
  • Aug 21, 20265.0x their median

    对于持不同政见者,中共治下的香港当局竟采取如此严酷的对待方式,西方媒体和国际人权组织应予以持续关注并公开发声;西方国家政要也应重新审视对港政策,并采取更严厉的制裁措施。 8月21日,香港高等法院裁定,已经解散的香港支联会前主席李卓人、前副主席邹幸彤“煽动颠覆国家政权罪”罪名成立。另一名前副主席何俊仁此前已经认罪。三人将于28日就《香港国安法》下的相关罪名接受判刑,最高可被判处十年监禁。 本案的核心争议之一,是支联会沿用约30年的纲领——“结束一党专政”——是否构成以非法手段颠覆国家政权。法庭认为,在《香港国安法》实施后,李卓人、邹幸彤等人仍坚持这一纲领,其行为已经超出法律所保障的表达自由范围。 香港市民支援爱国民主运动联合会(简称“支联会”)成立于1989年,长期主办香港六四烛光晚会。2021年,在《香港国安法》实施后的政治和法律压力下,支联会宣布解散。李卓人、邹幸彤和何俊仁被关押至今超过四年。 案件审理期间,多个西方国家的外交人员到庭旁听。国际特赦组织将否认控罪的李卓人和邹幸彤称为“良心犯”,要求香港当局立即无条件释放二人。

    48510511315110K viewsView on X
  • Aug 20, 20264.5x their median

    https://t.co/t5Pb5pdBaY

    4671252920208K viewsView on X
  • Apr 3, 20263.7x their median

    加拿大媒體Radio-Canada拍攝的關於華湧之死,以及我被中國跨國鎮壓的紀錄片,英文版總算發佈了 在現在加拿大越來越親中的時刻,讓加拿大人知道中國的危險和邪惡真的很重要,請大家多多轉傳🙏 https://t.co/AHGWGyr1SO

    38172132161K viewsView on X
  • Aug 21, 20262.9x their median

    https://t.co/DR3dCQb7jy

    28077392297K viewsView on X

Ranked by total interactions across everything we have tracked for this account, which is a longer history than the 30-day window the rates above use. The multiple compares each post to this account's own median.

Recurring topics

#蹭網發推之一八六#季風夏日書訊

The most frequent hashtags in the sampled posts. They describe what this account writes about; they are not a performance signal, and the catalog-wide breakdown on the hub shows how little hashtag count moves.

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Reading these numbers

A typical post picks up 144 interactions against 860K followers, an engagement rate of 0.017%. Measured over 34 original posts, its engagement rate beats 42% of 3,899 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 48K times each, and 0.304% of those impressions turn into an interaction. That is about 5.53% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 3.3 posts a day over the last 30 days, with activity on roughly 53% of days. Most posts go out around 00:00 UTC, and Thursday is the busiest day of the week. Of the 34 posts sampled, 44% carry an image or video and 76% link out. The account's strongest tracked post pulled 6.8K interactions, about 47x its own typical post. Recurring topics include #蹭網發推之一八六, #季風夏日書訊.

What is 蔡霞's engagement rate on X?
蔡霞 (@realcaixia) has an engagement rate of 0.017%, based on the median interactions across 34 original posts from the last 30 days against 859,682 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
Is that a good engagement rate?
At 0.017%, 蔡霞 sits above the 25th percentile of the 37,701 accounts in this comparison. Those comparison accounts are all large ones, because our scanning cadence is weighted towards big accounts, so this is a ranking among peers of similar scale rather than a ranking across X.
Does @realcaixia have real engagement?
Its engagement rate beats 42% of the tracked X accounts closest to it in follower count (3,899 accounts), which puts it in the middle of its size range group. Ranking inside a size band matters because engagement rate falls as accounts grow, so a raw rate would mostly re-measure the follower count. It is a starting point for a look at follower quality, not a verdict on it.
When does @realcaixia post?
Most posts go out around 00:00 UTC, and Thursday is its busiest day, at roughly 3.3 posts per day across the measured window.

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