FULL STREAM INTELLIGENCE Β· Streamer University
Jul 19, 2026 Β· VOD 2824168217
keyword lexicon heuristic Β· not a language model
177 emote msgs β Γ6.8 the average
300 emote msgs β Γ11.5 the average
381 emote msgs β Γ14.5 the average
174 first-time chatters in one minute (raid-like influx)
242 emote msgs β Γ9.2 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 364 | 1.00 | known | known bot account |
| fossabot | 94 | 1.00 | known | known bot account |
| streamelements | 64 | 1.00 | known | known bot account |
| cesspr1n | 78 | 0.55 | medium | 7 messages fired <2s apart Β· 6.9 msgs/min sustained |
| 2xd0m0 | 36 | 0.55 | medium | 18 messages fired <2s apart Β· 6.5 msgs/min sustained |
| xorosaxo | 27 | 0.55 | medium | 7 messages fired <2s apart Β· 27 msgs/min sustained |
| nyc_casey | 16 | 0.55 | medium | 4 messages fired <2s apart Β· 6.9 msgs/min sustained |
| mama_cerdito13 | 16 | 0.55 | medium | 3 messages fired <2s apart Β· 14.3 msgs/min sustained |
| pumpkinp1mp03 | 15 | 0.55 | medium | 3 messages fired <2s apart Β· 6.2 msgs/min sustained |
| mrsplashyfish | 14 | 0.55 | medium | 3 messages fired <2s apart Β· 14 msgs/min sustained |
| 9608116 | 14 | 0.55 | medium | 5 messages fired <2s apart Β· 11.7 msgs/min sustained |
| 2knownlt | 10 | 0.55 | medium | 3 messages fired <2s apart Β· 10 msgs/min sustained |
| thatmenbob | 15 | 0.45 | medium | repeated one message Γ9 (60% of output) |
| alexsandoval7390 | 10 | 0.45 | medium | repeated one message Γ5 (50% of output) |
| jamyah20 | 10 | 0.45 | medium | repeated one message Γ9 (90% of output) |
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MISS ALL YOUR CLASS LAST DAYYYY @fanum
Fanum's Streamer University stream "i got fired... π‘π΄ LAST DAY AT SU! !discord !socials" on Jul 19, 2026 generated 28,904 messages from 6,371 unique chatters (225.8 msgs/min average, peaking at 672/min). Sentiment ran 2,506 positive vs 518 negative, and the top keyword was "fanum" (Γ1250). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.