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Rapcha The Sayantist engagement report

@IAMRAPCHA - 142K followers on X

Measured over 18 original posts from a 30-day window, last computed on September 27, 2026.

Engagement

Top quarter for its size
Per follower
0.879%
of 142K followers
Per impression
2.61%
48K views on a typical post
Reach
33.7%
of its followers see a post
Typical post
1.2K
interactions (median)
Saved
0.039%
18 bookmarks on a typical post
Posting rate
1.67/day
active 20% of days
Peak time
06:00 UTC
Friday

A typical post picks up 1.2K interactions against 142K followers, an engagement rate of 0.879%. Measured over 18 original posts, its engagement rate beats 88% of 21,185 tracked accounts of a similar size. Comparing inside a size band matters here: engagement rate falls as accounts grow, so a raw rate would mostly just re-measure the follower count. Posts are seen about 48K times each, and 2.61% of those impressions turn into an interaction. That is about 33.6% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.7 posts a day over the last 30 days, though only 20% of days saw any activity at all. Most posts go out around 06:00 UTC, and Friday is the busiest day of the week. Of the 18 posts sampled, 67% carry an image or video, 6% are part of a thread and 11% link out. The account's strongest tracked post pulled 12K interactions, about 9.3x its own typical post. Recurring topics include #ktnprime, #rutomustgo, #wantam.

Measured over 18 original posts from a 30-day window, last computed on September 27, 2026. Recurring tags: #ktnprime, #rutomustgo, #wantam.

Compared with accounts its own size

Rapcha The Sayantist's engagement rate beats 88% of the tracked X accounts closest to it in follower count (21,185 accounts, accounts of similar size (decile 8 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 69% 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 0.879%, Rapcha The Sayantist sits above the 75th percentile of the 212,741 accounts in this comparison. That places it in the top 25% band, which runs 0.697% to 2.61%.

p100.004%
p250.025%
p50 (median)0.146%
p750.697%
p902.61%
p9982.8%
Engagement rate as a share of followers, across the 212,741 accounts we have scanned enough to measure. The axis is logarithmic, because the top and bottom of this population are about 22,375 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 percentile0.004%
25th percentile0.025%
50th percentile0.146%
75th percentile0.697%
90th percentile2.61%
99th percentile82.8%

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 06:00 UTC, and Friday 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: 06:00 UTC.
0003060912151821
Above the authors' own mediansBelowScale: plus or minus 111%Busiest hour: 06:00 UTC
Show engagement by hour posted, utc as a table
Engagement by hour posted, UTC
Hour (UTC)Vs author medianPosts
00:00 UTC-1%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 UTC0%116K
22:00 UTC-2%100K
23:00 UTC-1%90K
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: Friday.
SunMonTueWedThuFriSat
Above the authors' own mediansBelowScale: plus or minus 111%Busiest day: Friday
Show engagement by day of week as a table
Engagement by day of week
DayVs author medianPosts
Sunday+5%393K
Monday+1%483K
Tuesday-2%520K
Wednesday-3%472K
Thursday-2%430K
Friday-3%447K
Saturday+2%393K
See what moves engagement across the whole catalogWhat counts as a good engagement rate at this size

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.

This account's posting mix compared with catalog-wide effects
FormatThis accountCatalog effect95% intervalAccounts behind it
Image or video67% of posts+111%+108% to +115%34K
Outbound link11% of posts-41%-42% to -40%32K
Typical length--3%-3% to -2%54K
  • 67% 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.
  • 11% 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 168 characters, which falls in the 80 - 180 characters band. Across the catalog, posts of 80 to 180 characters run 3% 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

  • Sep 24, 20269.3x their median

    Ma-comedian wa Ruto, naona mmeitana ati mkuje kunitishia, please kujeni mmoja mmoja Leo ilikua siku ya butita na amerudi straight kwa haga ya Ruto mahali anaishi Kesho pia iko msiwe na haraka

    9.4K1.9K28134125K viewsView on X
  • Sep 24, 20266.0x their median

    Ndugu @eddiebutita unaropokwa KBC na unasahau kuwakumbusha I'm the only comedian who refused to go to the stadium and entertain Moi during holidays Kukosa kujua history ndio inafanya Ruto anakutumia kama kapoko I'm a soldier from day 1

    6.1K1.2K15528180K viewsView on X
  • Sep 25, 20264.7x their median

    Tumeamka tena Kikosi cha wapenda vifo mshamaliza discussion Kwa WhatsApp mlete opponent mwingine ama tungojee kiasi

    4.7K9821541193K viewsView on X
  • Jan 17, 20244.4x their median

    If I look for jobs abroad and you refuse to apply, how do you want me to help you? - President Ruto https://t.co/90F2u5JXSy

    3.6K5218824684.3M viewsView on X
  • Sep 24, 20264.1x their median

    Napenda vile @IAMRAPCHA anashuka na hao Churchill orphans ๐Ÿ˜‚๐Ÿ˜‚๐Ÿ˜‚๐Ÿ˜‚

    4.3K79771361K viewsView on X
  • Sep 26, 20263.0x their median

    WILLIAM RUTO'S SHADOW CABINET Justice and Constitutional Affairs - Abel Mutua Roads, Transport and Public Works - Mwakideu Lands, Housing and Urban Development - YY https://t.co/W2kUTj2yxW https://t.co/X2bON0rtcI

    2.9K815851147K viewsView on X
  • Sep 24, 20262.8x their median

    Besigye Treason Trial: Witness Claims Guns Found in Nairobi Apartment Were Planted by Kenyan Police. #KTNPrime https://t.co/aBWfcyWsMe

    2.6K8093537134K viewsView on X
  • Sep 25, 20262.3x their median

    Constitution ni tissue paper ๐Ÿงป https://t.co/U7FXzwk5gO

    2.1K5411964473K viewsView on X
  • Sep 27, 20262.1x their median

    Tumerudi zile siku za Moi Harambee stars ilikua substitution ikifanywa inabidi ma-player wote wawili waende kwa choo kubadilishana manguo juu mwenye anatoka field anabaki na ngotha pekee Tukisema Kenya inarudi nyuma wanaanza matusi #RutoMustGo WANTAM โ˜๐Ÿฝ

    2.0K48931516K viewsView on X
  • Sep 25, 2026

    โณ https://t.co/9ghVor0d1o

    1.1K172461220K 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

#ktnprime#rutomustgo#wantam

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 1.2K interactions against 142K followers, an engagement rate of 0.879%. Measured over 18 original posts, its engagement rate beats 88% of 21,185 tracked accounts of a similar size. Comparing inside a size band matters here: engagement rate falls as accounts grow, so a raw rate would mostly just re-measure the follower count. Posts are seen about 48K times each, and 2.61% of those impressions turn into an interaction. That is about 33.6% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.7 posts a day over the last 30 days, though only 20% of days saw any activity at all. Most posts go out around 06:00 UTC, and Friday is the busiest day of the week. Of the 18 posts sampled, 67% carry an image or video, 6% are part of a thread and 11% link out. The account's strongest tracked post pulled 12K interactions, about 9.3x its own typical post. Recurring topics include #ktnprime, #rutomustgo, #wantam.

What is Rapcha The Sayantist's engagement rate on X?
Rapcha The Sayantist (@IAMRAPCHA) has an engagement rate of 0.879%, based on the median interactions across 18 original posts from the last 30 days against 142,376 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
Is that a good engagement rate?
At 0.879%, Rapcha The Sayantist sits above the 75th percentile of the 212,741 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 @IAMRAPCHA have real engagement?
Its engagement rate beats 88% of the tracked X accounts closest to it in follower count (21,185 accounts), which puts it in the top quarter for its size 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 @IAMRAPCHA post?
Most posts go out around 06:00 UTC, and Friday is its busiest day, at roughly 1.67 posts per day across the measured window.

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