曹山石 engagement report
@caolei1 - 406K followers on X
Measured over 6 original posts from a 30-day window, last computed on September 28, 2026.
Engagement
Early reading. We have captured 6 original posts for this account, below the 8 we require before treating a median as settled. The numbers above describe what we have seen so far, not a finished profile of the account.
A typical post picks up 280 interactions against 406K followers, an engagement rate of 0.069%. Posts are seen about 117K times each, and 0.238% of those impressions turn into an interaction. That is about 28.9% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 0.2 posts a day over the last 30 days, though only 17% of days saw any activity at all. Most posts go out around 04:00 UTC, and Tuesday is the busiest day of the week. Of the 6 posts sampled, 83% carry an image or video. The account's strongest tracked post pulled 924 interactions, about 3.3x its own typical post. Only 6 original posts have been captured so far, fewer than the 8 posts we want behind a median before treating it as settled. Read the figures above as an early measurement of this account, not as a finished profile of it.
Measured over 6 original posts from a 30-day window, last computed on September 28, 2026.
Where this sits in the catalog
At 0.069%, 曹山石 sits above the 25th percentile of the 212,656 accounts in this comparison. That places it in the below the median band, which runs 0.025% to 0.146%.
Show the percentile table
| Percentile | Engagement rate |
|---|---|
| 10th percentile | 0.004% |
| 25th percentile | 0.025% |
| 50th percentile | 0.146% |
| 75th percentile | 0.697% |
| 90th percentile | 2.61% |
| 99th percentile | 82.9% |
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 04:00 UTC, and Tuesday 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.
Show engagement by hour posted, utc as a table
| Hour (UTC) | Vs author median | Posts |
|---|---|---|
| 00:00 UTC | -1% | 89K |
| 01:00 UTC | -2% | 90K |
| 02:00 UTC | -3% | 88K |
| 03:00 UTC | -4% | 94K |
| 04:00 UTC | -5% | 76K |
| 05:00 UTC | -4% | 75K |
| 06:00 UTC | -5% | 86K |
| 07:00 UTC | -5% | 93K |
| 08:00 UTC | -4% | 108K |
| 09:00 UTC | -4% | 124K |
| 10:00 UTC | -3% | 129K |
| 11:00 UTC | -3% | 141K |
| 12:00 UTC | -3% | 154K |
| 13:00 UTC | -3% | 167K |
| 14:00 UTC | -4% | 173K |
| 15:00 UTC | -2% | 176K |
| 16:00 UTC | -3% | 171K |
| 17:00 UTC | -3% | 159K |
| 18:00 UTC | -2% | 149K |
| 19:00 UTC | -2% | 141K |
| 20:00 UTC | -1% | 131K |
| 21:00 UTC | 0% | 116K |
| 22:00 UTC | -2% | 100K |
| 23:00 UTC | -1% | 90K |
Show engagement by day of week as a table
| Day | Vs author median | Posts |
|---|---|---|
| Sunday | +5% | 393K |
| Monday | +1% | 483K |
| Tuesday | -2% | 520K |
| Wednesday | -3% | 472K |
| Thursday | -2% | 430K |
| Friday | -3% | 447K |
| Saturday | +2% | 393K |
Formats this account uses
Its own posting mix on the left, and what each of those formats does across every account we track on the right. Only formats where the effect clears our publish test appear here, so an empty row is a format we could not measure rather than one that does nothing.
| Format | This account | Catalog effect | 95% interval | Accounts behind it |
|---|---|---|---|---|
| Image or video | 83% of posts | +111% | +108% to +115% | 34K |
| Outbound link | 0% of posts | -41% | -42% to -40% | 32K |
| Typical length | - | -8% | -9% to -7% | 41K |
- 83% of this account's sampled posts carry an image or video. Across the catalog, posts with an image or video run 111% above the same accounts' other posts.
- 0% of its posts carry a link off X. Across the catalog, posts with an outbound link run 41% below the same accounts' other posts.
- Its average post runs 39 characters, which falls in the under 80 characters band. Across the catalog, posts under 80 characters run 8% below the same accounts' other posts.
These are catalog-wide differences applied to this account's own posting mix, not a measurement of how each format performs for this account specifically. We keep one median per account, not one per format per account, so the second thing is not something this data can tell you.
Best tweets
- Jul 27, 20263.3x their median
2021年,碧桂园20亿拿下9.01亿股长鑫,这个仓位今天可以卖到400亿,而碧桂园市值目前不足百亿。 但地产寒冬,碧桂园在持仓三年后,在资金压力下壮士断腕,将长鑫股份原价转给了合肥国资,这时长鑫上市已经肉眼可见了。
- Jul 7, 20263.2x their median
北大金融校友会会长高善文先生,一年前患上极为罕见淋巴瘤,今年6月份刚在北大人民医院做CAR-T治疗,不幸于今天下午离世。 https://t.co/FliQTcDORE
- Jul 13, 20262.4x their median
https://t.co/E8FGeHpR06
- Sep 10, 20262.0x their median
https://t.co/u8IgycvEa5
- Aug 28, 20262.0x their median
https://t.co/CgP1B6hSOw
- Jul 10, 20261.9x their median
今天中午,长征十号乙运载火箭成功实施运载火箭一子级可控回收,为全球首次运载火箭网系回收。 https://t.co/QfX1Ir958z
- Jul 26, 20261.9x their median
幻方量化联合创始人辟谣外逃传闻 https://t.co/jFpbDnP21f
- Aug 6, 20261.7x their median
DeepSeek新一轮融资 https://t.co/RSPdIRnxvI
- Aug 16, 20261.6x their median
https://t.co/FP1tG1ZRed
- Jul 24, 20261.5x their median
转融通之父、量化推手,明天需要临时换嘉宾了。 https://t.co/PDtBRaQZUV
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.
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Reading these numbers
A typical post picks up 280 interactions against 406K followers, an engagement rate of 0.069%. Posts are seen about 117K times each, and 0.238% of those impressions turn into an interaction. That is about 28.9% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 0.2 posts a day over the last 30 days, though only 17% of days saw any activity at all. Most posts go out around 04:00 UTC, and Tuesday is the busiest day of the week. Of the 6 posts sampled, 83% carry an image or video. The account's strongest tracked post pulled 924 interactions, about 3.3x its own typical post. Only 6 original posts have been captured so far, fewer than the 8 posts we want behind a median before treating it as settled. Read the figures above as an early measurement of this account, not as a finished profile of it.
- What is 曹山石's engagement rate on X?
- 曹山石 (@caolei1) has an engagement rate of 0.069%, based on the median interactions across 6 original posts from the last 30 days against 405,515 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
- Is that a good engagement rate?
- At 0.069%, 曹山石 sits above the 25th percentile of the 212,656 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 @caolei1 have real engagement?
- There is not yet enough sample to rank this account against others of its size.
- When does @caolei1 post?
- Most posts go out around 04:00 UTC, and Tuesday is its busiest day, at roughly 0.2 posts per day across the measured window.