FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823078084
keyword lexicon heuristic · not a language model
54 emote msgs — ×11.9 the average
31 emote msgs — ×6.9 the average
82 first-time chatters in one minute (raid-like influx)
69 first-time chatters in one minute (raid-like influx)
48 emote msgs — ×10.6 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 357 | 1.00 | known | known bot account |
| streamelements | 165 | 1.00 | known | known bot account |
| cleanbawwlz | 27 | 0.55 | medium | 3 messages fired <2s apart · 6.4 msgs/min sustained |
| hansenreymart | 12 | 0.55 | medium | 8 messages fired <2s apart · 12 msgs/min sustained |
| ckisk25 | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| astaxzz432 | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| megabninja | 11 | 0.55 | medium | 8 messages fired <2s apart · 11 msgs/min sustained |
| lilgeekedbrat | 10 | 0.55 | medium | 4 messages fired <2s apart · 10 msgs/min sustained |
| ultravegitojaz | 29 | 0.45 | medium | repeated one message ×17 (59% of output) |
| hoteql | 24 | 0.45 | medium | repeated one message ×12 (50% of output) |
| typical_zahi | 24 | 0.45 | medium | repeated one message ×15 (63% of output) |
| miirak95 | 21 | 0.45 | medium | repeated one message ×11 (52% of output) |
| daddy_soldier | 21 | 0.45 | medium | repeated one message ×11 (52% of output) |
| yung_jhet | 18 | 0.45 | medium | repeated one message ×12 (67% of output) |
| guardme206 | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
WW AAAA
3 min ads cuh omg @agent00
SUB TO THE NEW GAMING CHANNEL!! :D https://www.youtube.com/@Agent00Gaming
@Agent00 your cam man needs new mic bro
theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic
@agent00 its lagging so bad man
| # | Chatter | Badges | Msgs | Activity 0m→939m | Share |
|---|---|---|---|---|---|
| 01 | jayrockr | MOD | 2052 | 1.8% | |
| 02 | zAktHeGoAt2003 | SUB | 1371 | 1.2% | |
| 03 | ForeverrDiamond | MOD | 1236 | 1.1% | |
| 04 | Ogterpss | 1206 | 1.1% | ||
| 05 | amira_sogoofy | 1164 | 1.0% | ||
| 06 | notursisterr | MOD | 1130 | 1.0% | |
| 07 | RubHubAp | MOD | 1107 | 1.0% | |
| 08 | eslam_al11 | 1048 | 0.9% | ||
| 09 | wavy_21 | 1000 | 0.9% | ||
| 10 | Assim_vh | 937 | 0.8% | ||
| 11 | tedako05 | 922 | 0.8% | ||
| 12 | keithhhhhhhhhhhhhhhhh | 891 | 0.8% | ||
| 13 | Unknown4Malik | 846 | 0.7% | ||
| 14 | blitzshady999 | 812 | 0.7% | ||
| 15 | yo_nadia | 716 | 0.6% | ||
| 16 | LifeLessTrip | 673 | 0.6% | ||
| 17 | not_enough_muryp | 660 | 0.6% | ||
| 18 | sunsh1ne333 | 645 | 0.6% | ||
| 19 | kaytekinz | MOD | 640 | 0.6% | |
| 20 | AgncDana | 635 | 0.6% |
first-message arrivals · 0m → 939m
190 joined in the first 2 minutes = 2% of all chatters
WW AAAA
3 min ads cuh omg @agent00
SUB TO THE NEW GAMING CHANNEL!! :D https://www.youtube.com/@Agent00Gaming
@Agent00 your cam man needs new mic bro
theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic
@agent00 its lagging so bad man
how come Bonnie stream is working fine but @Agent00 is lagging asf
@amira_sogoofy SHE NY FAM damn near
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | LMAO | ×727 | 229 | 2m→937m | VIRAL |
| 02 | LMAOOO | ×473 | 190 | 4m→937m | VIRAL |
| 03 | sobb | ×420 | 51 | 0m→937m | VIRAL |
| 04 | pfft | ×397 | 100 | 9m→937m | VIRAL |
| 05 | lmao | ×344 | 152 | 12m→938m | VIRAL |
| 06 | mmmm | ×258 | 94 | 5m→934m | VIRAL |
| 07 | OOOO | ×252 | 116 | 0m→913m | VIRAL |
| 08 | Degloved | ×252 | 44 | 57m→927m | VIRAL |
| 09 | REF ͏ | ×249 | 31 | 639m→903m | VIRAL |
| 10 | LMAOOOO | ×245 | 120 | 3m→927m | VIRAL |
theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic
@amira_sogoofy SHE NY FAM damn near
WE HAVE CARE
WWWWWWWWWWW
bout time WW
plsss where is mike
WE HAVE CARE WEDIDIT
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
875 super-active users (8.6% of chatters) wrote 74% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | rubhubap | → | foreverrdiamond | 48 | |
| 02 | foreverrdiamond | → | rubhubap | 44 | |
| 03 | jupiterrxoxo | → | rubhubap | 32 | |
| 04 | rubhubap | → | jupiterrxoxo | 30 | |
| 05 | amira_sogoofy | → | foreverrdiamond | 24 | |
| 06 | jayrockr | → | notursisterr | 23 | |
| 07 | foreverrdiamond | → | lifelesstrip | 22 | |
| 08 | amira_sogoofy | → | keithhhhhhhhhhhhhhhhh | 20 | |
| 09 | notursisterr | → | jayrockr | 19 | |
| 10 | lifelesstrip | → | amira_sogoofy | 18 | |
| 11 | rubhubap | → | jayrockr | 17 | |
| 12 | foreverrdiamond | → | jayrockr | 17 |
WW AAAA
3 min ads cuh omg @agent00
SUB TO THE NEW GAMING CHANNEL!! :D https://www.youtube.com/@Agent00Gaming
@Agent00 your cam man needs new mic bro
theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic theagencyPanic
@agent00 its lagging so bad man
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)no viewer track captured
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×169 | 7 | 5m→932m | BOT TIMER |
| CMD | !watchtime | ×90 | 84 | 8m→933m | ORGANIC |
| CMD | !followage | ×47 | 45 | 3m→924m | ORGANIC |
| CMD | !time | ×43 | 30 | 5m→936m | ORGANIC |
| LINK | subs.twitch.tv | ×28 | 1 | 16m→864m | BOT TIMER |
| LINK | youtube.com | ×17 | 1 | 23m→938m | BOT TIMER |
| LINK | instagram.com | ×15 | 2 | 64m→877m | BOT TIMER |
| CMD | !votekick | ×10 | 4 | 183m→899m | ORGANIC |
| LINK | 7tv.app | ×9 | 1 | 26m→870m | BOT TIMER |
| LINK | frankerfacez.com | ×9 | 1 | 26m→870m | BOT TIMER |
| LINK | frostyapp.io | ×9 | 1 | 26m→870m | BOT TIMER |
| LINK | chatsen.app | ×9 | 1 | 26m→870m | BOT TIMER |
| LINK | tone.shop | ×6 | 1 | 9m→10m | BOT TIMER |
| CMD | !ban | ×6 | 5 | 252m→856m | ORGANIC |
language of written messages · emote-only spam excluded from ES/EN
shared active chatters · real version needs chat dumps of candidate streamers
real version fetches channel history via twitchtracker / helix
Agent00's Streamer University stream "STREAMER UNIVERSITY DAY 3 + SHARK TANK + GIVING OUT $10,000 FOR CONTENT IDEAS" on Jul 18, 2026 generated 113,610 messages from 10,138 unique chatters (120.9 msgs/min average, peaking at 489/min). Sentiment ran 14,581 positive vs 787 negative, and the top keyword was "agent" (×2900). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.