FULL STREAM INTELLIGENCE · Streamer University
Jul 20, 2026 · VOD 2824340764
keyword lexicon heuristic · not a language model
no >0.25 swings detected
344 first-time chatters in one minute (raid-like influx)
338 first-time chatters in one minute (raid-like influx)
351 first-time chatters in one minute (raid-like influx)
55 emote msgs — ×2.1 the average
53 emote msgs — ×2.1 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 401 | 1.00 | known | known bot account |
| streamelements | 30 | 1.00 | known | known bot account |
| aaaaaaaaamc | 12 | 0.55 | medium | 3 messages fired <2s apart · 9.6 msgs/min sustained |
| feelssunnyman | 34 | 0.45 | medium | repeated one message ×17 (50% of output) |
| crownarsh | 22 | 0.45 | medium | repeated one message ×16 (73% of output) |
| mcclainmcdonalds | 18 | 0.45 | medium | repeated one message ×13 (72% of output) |
| sweepzzfr | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| llayla_kk | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| wtfdianas | 12 | 0.45 | medium | repeated one message ×11 (92% of output) |
| lcsevv | 12 | 0.45 | medium | repeated one message ×10 (83% of output) |
| jadielrosario | 10 | 0.45 | medium | repeated one message ×8 (80% of output) |
| imitsdaniel | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| sarahmm177 | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| islvmped | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| gramsygio | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
go live fat blob @stableronaldo
͏🚀@stableronaldo went live! ● @timon404_
@stableronaldo what’s up fat fat fatty
Congratulations, Lacy, on winning your award! You’ve put in a lot of hard work, and it’s great to see you getting the re
can we get a shoudlout laiys @stableronaldo ͏
i am in the bathroom
stableronaldo's Streamer University stream "Goodbye Kai Cenat [twitter/insta stableronaldo] !po !com !sub" on Jul 20, 2026 generated 41,430 messages from 9,942 unique chatters (575.4 msgs/min average, peaking at 664/min). Sentiment ran 5,507 positive vs 267 negative, and the top keyword was "evil" (×1857). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.