FULL STREAM INTELLIGENCE Β· Streamer University
Jul 18, 2026 Β· VOD 2823360348
keyword lexicon heuristic Β· not a language model
305 emote msgs β Γ14.5 the average
281 emote msgs β Γ13.4 the average
182 emote msgs β Γ8.7 the average
143 emote msgs β Γ6.8 the average
183 emote msgs β Γ8.7 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 925 | 1.00 | known | known bot account |
| fossabot | 223 | 1.00 | known | known bot account |
| streamelements | 162 | 1.00 | known | known bot account |
| itss_jaelya | 7 | 0.75 | high | repeated one message Γ4 (57% of output) Β· 3 messages fired <2s apart |
| stlouis3400 | 16 | 0.70 | high | repeated one message Γ8 (50% of output) Β· 16 msgs/min sustained |
| scr3wstonmad3 | 12 | 0.70 | high | repeated one message Γ6 (50% of output) Β· 7.7 msgs/min sustained |
| harleynazifuc | 64 | 0.55 | medium | 21 messages fired <2s apart Β· 7 msgs/min sustained |
| mo1010m | 63 | 0.55 | medium | 3 messages fired <2s apart Β· 6.8 msgs/min sustained |
| kyderx | 58 | 0.55 | medium | 7 messages fired <2s apart Β· 10 msgs/min sustained |
| gns_avreezy00 | 57 | 0.55 | medium | 5 messages fired <2s apart Β· 6.5 msgs/min sustained |
| sharday4322 | 39 | 0.55 | medium | 7 messages fired <2s apart Β· 7.4 msgs/min sustained |
| lockssoldsep | 38 | 0.55 | medium | 34 messages fired <2s apart Β· 22.1 msgs/min sustained |
| officialdrav | 37 | 0.55 | medium | 3 messages fired <2s apart Β· 6.5 msgs/min sustained |
| pdagirlzdad | 32 | 0.55 | medium | 6 messages fired <2s apart Β· 6.7 msgs/min sustained |
| babyypedro | 32 | 0.55 | medium | 11 messages fired <2s apart Β· 11.2 msgs/min sustained |
Fanum just went live! fanumspin
whenβs the next drop@fanum
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fanumTROUPEani1 fanumTROUPEani1 fanumTROUPEani1 fanumFORMULA fanumFORMULA fanumFORMULA fanumSUPD fanumSUPD fanumSUPD fan
@Fanum make an arrest mid game
Fanum's Streamer University stream "DAY 4! π΄π‘ SUPD π΄π‘ STREAMER UNIVERSITY !discord !socials" on Jul 18, 2026 generated 88,767 messages from 19,021 unique chatters (199 msgs/min average, peaking at 670/min). Sentiment ran 6,235 positive vs 1,519 negative, and the top keyword was "rakai" (Γ3419). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.