FULL STREAM INTELLIGENCE · Streamer University
Jul 15, 2026 · VOD 2820979490
keyword lexicon heuristic · not a language model
91 emote msgs — ×12.8 the average
120 emote msgs — ×16.9 the average
113 emote msgs — ×15.9 the average
203 emote msgs — ×28.5 the average
66 emote msgs — ×9.3 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 1,373 | 1.00 | known | known bot account |
| streamelements | 610 | 1.00 | known | known bot account |
| fossabot | 378 | 1.00 | known | known bot account |
| pluffss | 11 | 0.70 | high | repeated one message ×7 (64% of output) · 6.4 msgs/min sustained |
| inazumix1 | 101 | 0.55 | medium | 5 messages fired <2s apart · 6.6 msgs/min sustained |
| polyi_x | 73 | 0.55 | medium | 4 messages fired <2s apart · 8.7 msgs/min sustained |
| will3nm | 59 | 0.55 | medium | 5 messages fired <2s apart · 6.6 msgs/min sustained |
| carryzszn | 45 | 0.55 | medium | 3 messages fired <2s apart · 6.1 msgs/min sustained |
| qykia | 27 | 0.55 | medium | 3 messages fired <2s apart · 7.5 msgs/min sustained |
| muno_____ | 18 | 0.55 | medium | 5 messages fired <2s apart · 18 msgs/min sustained |
| moreemyaa | 12 | 0.55 | medium | 3 messages fired <2s apart · 12 msgs/min sustained |
| marxwhy | 33 | 0.45 | medium | repeated one message ×17 (52% of output) |
| stixkyfingerz | 20 | 0.45 | medium | repeated one message ×11 (55% of output) |
| ohthatsnayaaaa | 18 | 0.45 | medium | repeated one message ×10 (56% of output) |
| aleahlemon | 17 | 0.45 | medium | repeated one message ×9 (53% of output) |
Alreadyy
LOOK AT THE KEY @PlaqueBoyMax
where yo shirt @PlaqueBoyMax
wheres your room kiey @PlaqueBoyMax
@plaqueboymax you got no security?
@PlaqueBoyMax AAA
PlaqueBoyMax's Streamer University stream "DAY 1 STREAMER UNIVERSITY 😍📚 #FIVESTARSUMMER2026🖐🏼" on Jul 15, 2026 generated 236,602 messages from 23,042 unique chatters (235.4 msgs/min average, peaking at 646/min). Sentiment ran 22,345 positive vs 1,995 negative, and the top keyword was "nigga" (×3959). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.