FULL STREAM INTELLIGENCE · Streamer University
Jul 20, 2026 · VOD 2824344779
keyword lexicon heuristic · not a language model
no >0.25 swings detected
610 msgs — ×1.6 the stream average
90 emote msgs — ×2.2 the average
90 emote msgs — ×2.2 the average
596 msgs — ×1.5 the stream average
596 msgs — ×1.5 the stream average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| yksayafrmda209 | 24 | 1.00 | high | repeated one message ×12 (50% of output) · 8 messages fired <2s apart · 7.2 msgs/min sustained |
| fossabot | 12 | 1.00 | known | known bot account |
| streamelements | 1 | 1.00 | known | known bot account |
| kaylacrishell | 10 | 0.75 | high | repeated one message ×8 (80% of output) · 5 messages fired <2s apart |
| percanstein | 172 | 0.55 | medium | 11 messages fired <2s apart · 6.8 msgs/min sustained |
| mbk_255 | 165 | 0.55 | medium | 18 messages fired <2s apart · 6.5 msgs/min sustained |
| 1337mars_ | 55 | 0.55 | medium | 6 messages fired <2s apart · 9.4 msgs/min sustained |
| jaken11 | 16 | 0.55 | medium | 14 messages fired <2s apart · 16 msgs/min sustained |
| benito_1346 | 14 | 0.55 | medium | 3 messages fired <2s apart · 14 msgs/min sustained |
| 28730397 | 12 | 0.55 | medium | 3 messages fired <2s apart · 9.5 msgs/min sustained |
| pillsburydoughboy_878 | 12 | 0.55 | medium | 3 messages fired <2s apart · 12 msgs/min sustained |
| tnation08 | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| mia_b1239 | 8 | 0.45 | medium | repeated one message ×7 (88% of output) |
| osbhshsh | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| snaldo_ | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
W
te amo marlon
wwwwwwwwwwwwwww
Congrats on the award!!! 🥰🥰🥰
mar3lgMarPRAY
when is hoco?
Marlon's Streamer University stream "📚 STREAMER UNIVERSITY DAY 5 📚 24/7 ALL DAY!! 📚 LAST DAY 📚 USE YOUNGLA CODE MARLON FOR 15% OFF 📚" on Jul 20, 2026 generated 10,584 messages from 2,503 unique chatters (392 msgs/min average, peaking at 610/min). Sentiment ran 1,691 positive vs 47 negative, and the top keyword was "marlon" (×603). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.