FULL STREAM INTELLIGENCE · Streamer University
Jul 19, 2026 · VOD 2823896203
keyword lexicon heuristic · not a language model
116 first-time chatters in one minute (raid-like influx)
35 emote msgs — ×5.7 the average
196 emote msgs — ×31.9 the average
92 first-time chatters in one minute (raid-like influx)
429 msgs — ×5.3 the stream average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 141 | 1.00 | known | known bot account |
| streamelements | 58 | 1.00 | known | known bot account |
| keikoplanet | 7 | 0.75 | high | repeated one message ×5 (71% of output) · 4 messages fired <2s apart |
| lima_bals | 19 | 0.55 | medium | 5 messages fired <2s apart · 15.8 msgs/min sustained |
| kaylovely31 | 16 | 0.55 | medium | 14 messages fired <2s apart · 16 msgs/min sustained |
| melloveeee | 11 | 0.45 | medium | repeated one message ×7 (64% of output) |
| johnmar08 | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| el_cucuy_510 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| jexica2 | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| ibgira1357 | 6 | 0.45 | medium | repeated one message ×6 (100% of output) |
| williamthewerewolf | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
| kanabis805 | 6 | 0.45 | medium | repeated one message ×5 (83% of output) |
OOOO
How was your sleep boss @agent00
IM SAD ITS THE LAST DAY FR @agent00
she’s lying 🤥 @agent00
Today we eating healthy @agent00
@Agent00 fix iso camera man kek
| # | Chatter | Badges | Msgs | Activity 0m→375m | Share |
|---|---|---|---|---|---|
| 01 | jayrockr | MOD | 704 | 2.3% | |
| 02 | Ogterpss | 414 | 1.4% | ||
| 03 | BlackCoal__ | 401 | 1.3% | ||
| 04 | wavy_21 | 398 | 1.3% | ||
| 05 | blitzshady999 | 364 | 1.2% | ||
| 06 | fatality__og | SUB | 360 | 1.2% | |
| 07 | amira_sogoofy | 322 | 1.1% | ||
| 08 | LifeLessTrip | 309 | 1.0% | ||
| 09 | zAktHeGoAt2003 | SUB | 283 | 0.9% | |
| 10 | Swift3008 | 280 | 0.9% | ||
| 11 | NoCommentShhh | SUB | 268 | 0.9% | |
| 12 | permfnz | SUB | 262 | 0.9% | |
| 13 | flaco157x | 235 | 0.8% | ||
| 14 | chesss__ | 233 | 0.8% | ||
| 15 | Assim_vh | 229 | 0.8% | ||
| 16 | yoops_1234 | 206 | 0.7% | ||
| 17 | keithhhhhhhhhhhhhhhhh | 190 | 0.6% | ||
| 18 | notursisterr | MOD | 172 | 0.6% | |
| 19 | kaytekinz | MOD | 168 | 0.6% | |
| 20 | yo_nadia | 161 | 0.5% |
first-message arrivals · 0m → 375m
175 joined in the first 2 minutes = 4% of all chatters
OOOO
How was your sleep boss @agent00
IM SAD ITS THE LAST DAY FR @agent00
she’s lying 🤥 @agent00
Today we eating healthy @agent00
@Agent00 fix iso camera man kek
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
chat thats YOUR WW note taker erm
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | LMAO | ×141 | 73 | 8m→362m | VIRAL |
| 02 | sobb | ×130 | 26 | 3m→375m | VIRAL |
| 03 | OOOO | ×122 | 70 | 0m→372m | VIRAL |
| 04 | WW KEEM | ×119 | 71 | 39m→200m | VIRAL |
| 05 | mmmm | ×102 | 59 | 2m→372m | VIRAL |
| 06 | WW POKI | ×87 | 69 | 74m→127m | VIRAL |
| 07 | OOOOO | ×79 | 30 | 49m→371m | VIRAL |
| 08 | keem | ×75 | 52 | 4m→200m | VIRAL |
| 09 | pfft | ×75 | 38 | 6m→375m | VIRAL |
| 10 | lmao | ×72 | 42 | 13m→359m | VIRAL |
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
chat thats YOUR WW note taker erm
U wasn't gonna float away bud
Degloved ALL ROADS LEAD TO..... 30k
last day of streamer u ome13
@chunkymonkey42 freedom!!!
yo big ass went nowhere
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
264 super-active users (5.7% of chatters) wrote 58% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | amira_sogoofy | → | lifelesstrip | 22 | |
| 02 | blackcoal__ | → | swift3008 | 22 | |
| 03 | chesss__ | → | blackcoal__ | 18 | |
| 04 | lifelesstrip | → | amira_sogoofy | 17 | |
| 05 | prxttygurlnise | → | lifelesstrip | 14 | |
| 06 | swift3008 | → | blackcoal__ | 14 | |
| 07 | blackcoal__ | → | chesss__ | 13 | |
| 08 | blackcoal__ | → | lifelesstrip | 12 | |
| 09 | amira_sogoofy | → | jayrockr | 11 | |
| 10 | blackcoal__ | → | amira_sogoofy | 11 | |
| 11 | amira_sogoofy | → | swift3008 | 10 | |
| 12 | lifelesstrip | → | blackcoal__ | 10 |
OOOO
How was your sleep boss @agent00
IM SAD ITS THE LAST DAY FR @agent00
she’s lying 🤥 @agent00
Today we eating healthy @agent00
@Agent00 fix iso camera man kek
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 | ×62 | 4 | 15m→369m | BOT TIMER |
| CMD | !watchtime | ×34 | 33 | 26m→360m | ORGANIC |
| CMD | !followage | ×34 | 29 | 26m→356m | ORGANIC |
| LINK | subs.twitch.tv | ×18 | 1 | 13m→350m | BOT TIMER |
| CMD | !time | ×9 | 6 | 1m→371m | ORGANIC |
| LINK | youtube.com | ×7 | 1 | 48m→373m | BOT TIMER |
| LINK | instagram.com | ×6 | 1 | 8m→375m | BOT TIMER |
| CMD | !discord | ×5 | 5 | 45m→364m | ORGANIC |
| CMD | !ban | ×3 | 3 | 24m→24m | ORGANIC |
| LINK | 7tv.app | ×3 | 1 | 38m→279m | BOT TIMER |
| LINK | frankerfacez.com | ×3 | 1 | 38m→279m | BOT TIMER |
| LINK | frostyapp.io | ×3 | 1 | 38m→279m | BOT TIMER |
| LINK | chatsen.app | ×3 | 1 | 38m→279m | BOT TIMER |
| CMD | !followers | ×3 | 3 | 41m→356m | 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 "LAST DAY OF STREAMER UNIVERSITY" on Jul 19, 2026 generated 30,463 messages from 4,646 unique chatters (81 msgs/min average, peaking at 429/min). Sentiment ran 4,544 positive vs 148 negative, and the top keyword was "agent" (×1159). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.