FULL STREAM INTELLIGENCE · Streamer University
Jul 19, 2026 · VOD 2823953148
keyword lexicon heuristic · not a language model
8 emote msgs — ×8 the average
6 emote msgs — ×6 the average
42 first-time chatters in one minute (raid-like influx)
4 emote msgs — ×4 the average
5 emote msgs — ×5 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 11 | 1.00 | known | known bot account |
| blameyume | 15 | 0.70 | high | repeated one message ×8 (53% of output) · 15 msgs/min sustained |
| edmundtanfilms | 12 | 0.55 | medium | 10 messages fired <2s apart · 11.1 msgs/min sustained |
| supremedemon248 | 12 | 0.55 | medium | 10 messages fired <2s apart · 12 msgs/min sustained |
| skuurton504 | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| londonhebert | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
| shmoney_215 | 10 | 0.45 | medium | repeated one message ×6 (60% of output) |
| shaunstxxz | 9 | 0.45 | medium | repeated one message ×6 (67% of output) |
| jmoney_919 | 8 | 0.45 | medium | repeated one message ×8 (100% of output) |
| ljhammock | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| triple333bre | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| nate2r3al | 5 | 0.45 | medium | repeated one message ×5 (100% of output) |
bendadonnn is now live! Streaming Streamer University: FIRST DAY OF SU 📚 LETS GET ACTIVE 📚 DAY 1
BEN - FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bend
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bendadonnn
@bendadonnn we to old for this shit
Bryce ain't the key in your bag? @bendadonnn
@bendadonnn Bryce back pack chat
bendadonnn's Streamer University stream "FIRST DAY OF SU 📚 LETS GET ACTIVE 📚 DAY 1" on Jul 19, 2026 generated 7,402 messages from 2,313 unique chatters (32.3 msgs/min average, peaking at 148/min). Sentiment ran 650 positive vs 83 negative, and the top keyword was "they" (×276). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.