FULL STREAM INTELLIGENCE · Streamer University
Jul 19, 2026 · VOD 2823866296
keyword lexicon heuristic · not a language model
124 first-time chatters in one minute (raid-like influx)
185 first-time chatters in one minute (raid-like influx)
537 msgs — ×5.5 the stream average
172 first-time chatters in one minute (raid-like influx)
569 msgs — ×5.9 the stream average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 406 | 1.00 | known | known bot account |
| streamelements | 63 | 1.00 | known | known bot account |
| nightbot | 1 | 1.00 | known | known bot account |
| jjaidens | 10 | 0.75 | high | repeated one message ×6 (60% of output) · 5 messages fired <2s apart |
| thebestfortniteplaymaker | 120 | 0.55 | medium | 10 messages fired <2s apart · 6.2 msgs/min sustained |
| swaexy435 | 79 | 0.55 | medium | 3 messages fired <2s apart · 6.3 msgs/min sustained |
| perked_grem | 51 | 0.55 | medium | 3 messages fired <2s apart · 6.5 msgs/min sustained |
| amroo__ | 33 | 0.55 | medium | 7 messages fired <2s apart · 6.3 msgs/min sustained |
| aidentheballer1 | 24 | 0.55 | medium | 7 messages fired <2s apart · 24 msgs/min sustained |
| dionrich11 | 13 | 0.55 | medium | 4 messages fired <2s apart · 7 msgs/min sustained |
| ermanitowtf | 12 | 0.55 | medium | 7 messages fired <2s apart · 12 msgs/min sustained |
| tazern_3 | 13 | 0.45 | medium | repeated one message ×8 (62% of output) |
| jampiny | 9 | 0.45 | medium | repeated one message ×9 (100% of output) |
| kwase_ | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| softwarenick | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
YOO IM FIRST
@marlon
bro tf are these
prostitution
is he asleep
ESPAÑA EN LA FINAL
Marlon's Streamer University stream "💤STREAMER UNIVERSITY💤 SLEEPING 💤 24/7 ALL DAY!! 💤 LAST DAY TOMORROW💤USE YOUNGLA CODE MARLON FOR 15% OFF💤" on Jul 19, 2026 generated 58,700 messages from 10,033 unique chatters (97 msgs/min average, peaking at 569/min). Sentiment ran 4,159 positive vs 555 negative, and the top keyword was "marlon" (×1982). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.