FULL STREAM INTELLIGENCE · IRL
Jul 30, 2026 · VOD 2832872990
keyword lexicon heuristic · not a language model
no >0.25 swings detected
306 msgs — ×3.2 the stream average
26 emote msgs — ×6.8 the average
550 msgs — ×5.7 the stream average
24 emote msgs — ×6.3 the average
219 msgs — ×2.3 the stream average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 126 | 1.00 | known | known bot account |
| fossabot | 84 | 1.00 | known | known bot account |
| nightbot | 23 | 1.00 | known | known bot account |
| biasani | 81 | 0.75 | high | repeated one message ×62 (77% of output) · 67 messages fired <2s apart |
| ballinsx | 157 | 0.55 | medium | 66 messages fired <2s apart · 6.4 msgs/min sustained |
| filessofaleooooo | 16 | 0.55 | medium | 3 messages fired <2s apart · 8 msgs/min sustained |
| notchillypeas11 | 15 | 0.55 | medium | 7 messages fired <2s apart · 15 msgs/min sustained |
| traejune | 13 | 0.55 | medium | 3 messages fired <2s apart · 6.7 msgs/min sustained |
| wdg14 | 11 | 0.55 | medium | 6 messages fired <2s apart · 11 msgs/min sustained |
HOLD
yooooooooyoooooo
wwwwwwwwwwwww
madi2hZestygeek madi2hZestygeek madi2hZestygeek madi2hZestygeek
can i fuck yoy
gg puma deal
Madi2hottyy's IRL stream "🗽 INVITED BY JORDAN TO NIKE NY HQ 🗽 NEXT BREAKOUT 🗽 !com !discord !sub" on Jul 30, 2026 generated 5,731 messages from 1,158 unique chatters (97.1 msgs/min average, peaking at 550/min). Sentiment ran 316 positive vs 60 negative, and the top keyword was "madi" (×309). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.