FULL STREAM INTELLIGENCE · Streamer University
Jul 17, 2026 · VOD 2822284700
keyword lexicon heuristic · not a language model
173 first-time chatters in one minute (raid-like influx)
128 first-time chatters in one minute (raid-like influx)
96 first-time chatters in one minute (raid-like influx)
109 first-time chatters in one minute (raid-like influx)
153 first-time chatters in one minute (raid-like influx)
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 361 | 1.00 | known | known bot account |
| streamelements | 103 | 1.00 | known | known bot account |
| madrid_on_120fps | 10 | 1.00 | high | repeated one message ×5 (50% of output) · 4 messages fired <2s apart · 10 msgs/min sustained |
| chibu | 10 | 0.75 | high | repeated one message ×6 (60% of output) · 4 messages fired <2s apart |
| cheetoheadd | 31 | 0.55 | medium | 25 messages fired <2s apart · 9.2 msgs/min sustained |
| gameplaytz | 28 | 0.55 | medium | 5 messages fired <2s apart · 20 msgs/min sustained |
| skleeeeeee | 14 | 0.55 | medium | 4 messages fired <2s apart · 7.9 msgs/min sustained |
| itzjordz01 | 13 | 0.55 | medium | 5 messages fired <2s apart · 10 msgs/min sustained |
| moconyaz | 23 | 0.45 | medium | repeated one message ×22 (96% of output) |
| federalis05 | 16 | 0.45 | medium | repeated one message ×8 (50% of output) |
| silenciorm | 14 | 0.45 | medium | repeated one message ×7 (50% of output) |
| cleiine | 13 | 0.45 | medium | repeated one message ×8 (62% of output) |
| ibgira1357 | 10 | 0.45 | medium | repeated one message ×10 (100% of output) |
| queenymb | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| ranko314 | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
WW AGENT
@agent00 you didnt set a title
@agent00 you didnt set a title
@agent00 you didnt set a title, do u want me to make one?
@agent00 you didnt set a title, do u want me to make one?
@agent00 you didnt set a title, do u want me to make one?
Agent00's Streamer University stream "Offline | !socials !youtube !discord" on Jul 17, 2026 generated 115,927 messages from 10,255 unique chatters (139.5 msgs/min average, peaking at 580/min). Sentiment ran 14,484 positive vs 739 negative, and the top keyword was "agent" (×3226). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.