FULL STREAM INTELLIGENCE ยท Streamer University
Jul 18, 2026 ยท VOD 2823037556
keyword lexicon heuristic ยท not a language model
243 first-time chatters in one minute (raid-like influx)
192 first-time chatters in one minute (raid-like influx)
177 first-time chatters in one minute (raid-like influx)
184 first-time chatters in one minute (raid-like influx)
131 emote msgs โ ร9 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 4,455 | 1.00 | known | known bot account |
| streamelements | 2,375 | 1.00 | known | known bot account |
| ronaldoburner | 11 | 1.00 | high | repeated one message ร6 (55% of output) ยท 4 messages fired <2s apart ยท 11 msgs/min sustained |
| snb_sucas | 11 | 0.70 | high | repeated one message ร6 (55% of output) ยท 8.5 msgs/min sustained |
| andy_breth | 784 | 0.55 | medium | 41 messages fired <2s apart ยท 6.4 msgs/min sustained |
| misz39037012 | 378 | 0.55 | medium | 25 messages fired <2s apart ยท 10.1 msgs/min sustained |
| htownhustlr | 256 | 0.55 | medium | 10 messages fired <2s apart ยท 7.3 msgs/min sustained |
| huffia | 202 | 0.55 | medium | 23 messages fired <2s apart ยท 10.3 msgs/min sustained |
| bl4cky_01 | 124 | 0.55 | medium | 3 messages fired <2s apart ยท 6.3 msgs/min sustained |
| dkj_2029 | 98 | 0.55 | medium | 5 messages fired <2s apart ยท 8 msgs/min sustained |
| tomneg1 | 87 | 0.55 | medium | 5 messages fired <2s apart ยท 6.8 msgs/min sustained |
| itsmonsterwyatt | 82 | 0.55 | medium | 27 messages fired <2s apart ยท 8.8 msgs/min sustained |
| smsm9348 | 52 | 0.55 | medium | 3 messages fired <2s apart ยท 6.1 msgs/min sustained |
| flighttobostonn | 51 | 0.55 | medium | 10 messages fired <2s apart ยท 7.7 msgs/min sustained |
| jaceleavens8 | 47 | 0.55 | medium | 7 messages fired <2s apart ยท 14.8 msgs/min sustained |
OOOOO
Hey @stableronaldo daddy
KAI GOT HIT IN THE EYE AFTER YOU SLEPT @stableronaldo
get a wire as a belt @stableronaldo
@stableronaldo illumini reveal at 1:30
get a usb wire as a belt yugi did it @stableronaldo
| # | Chatter | Badges | Msgs | Activity 0mโ2055m | Share |
|---|---|---|---|---|---|
| 01 | bask3t_1 | 4587 | 0.7% | ||
| 02 | JonahJ7 | MOD | 4537 | 0.6% | |
| 03 | Fossabot | MODBOT | 4455 | 0.6% | |
| 04 | forestqt | SUB | 3695 | 0.5% | |
| 05 | 100bandjugg | SUB | 2613 | 0.4% | |
| 06 | jzcxvo | 2581 | 0.4% | ||
| 07 | gabis2222 | 2533 | 0.4% | ||
| 08 | StreamElements | MODBOT | 2375 | 0.3% | |
| 09 | moonqii | SUB | 2288 | 0.3% | |
| 10 | Samskio | SUB | 2062 | 0.3% | |
| 11 | lgzlive | SUB | 2051 | 0.3% | |
| 12 | JustTkayyyy | SUB | 2003 | 0.3% | |
| 13 | yostbl | 1902 | 0.3% | ||
| 14 | Hights_s | SUB | 1882 | 0.3% | |
| 15 | doobyscubanew | SUB | 1866 | 0.3% | |
| 16 | HUK4M | SUB | 1840 | 0.3% | |
| 17 | NoahTheGamer169 | SUB | 1674 | 0.2% | |
| 18 | remi5x | SUB | 1643 | 0.2% | |
| 19 | thatkidmoee | 1588 | 0.2% | ||
| 20 | Flowttzy | 1486 | 0.2% |
first-message arrivals ยท 0m โ 2055m
653 joined in the first 2 minutes = 1% of all chatters
OOOOO
Hey @stableronaldo daddy
KAI GOT HIT IN THE EYE AFTER YOU SLEPT @stableronaldo
get a wire as a belt @stableronaldo
@stableronaldo illumini reveal at 1:30
get a usb wire as a belt yugi did it @stableronaldo
Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 C
stabeTMZ stabeTMZ stabeTMZ stabeTMZ GoalHype GoalHype GoalHype GoalHype GoalHype TheIlluminati TheIlluminati TheIllumina
bar color ยท green = official emoticon fragment ยท white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | geeg | ร9944 | 3449 | 0mโ2055m | VIRAL |
| 02 | OOOO | ร6658 | 1480 | 0mโ2051m | VIRAL |
| 03 | LMFAO | ร5679 | 688 | 1mโ2055m | VIRAL |
| 04 | LOL อ | ร2959 | 506 | 1mโ2052m | VIRAL |
| 05 | RandomKid | ร2871 | 1237 | 10mโ2048m | VIRAL |
| 06 | dans | ร2249 | 894 | 4mโ2043m | VIRAL |
| 07 | HOLD | ร2130 | 835 | 22mโ2047m | VIRAL |
| 08 | AURA | ร2080 | 1059 | 17mโ2053m | VIRAL |
| 09 | WEDIDIT | ร2028 | 950 | 0mโ2036m | VIRAL |
| 10 | fairs | ร1879 | 896 | 3mโ2054m | VIRAL |
Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 C
stabeTMZ stabeTMZ stabeTMZ stabeTMZ GoalHype GoalHype GoalHype GoalHype GoalHype TheIlluminati TheIlluminati TheIllumina
@aiai566 I been off it for a couple months but I got that cause I used to watch rage and adapt but ppl like ron and jaso
Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 C
sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2 sexo2
Random ass fucking kid. Random ass kid. Random fucking ass kid. Get this fucking streamer out of here. Fuck this little
HOW THE FUCK YOU BEEN SITTING IN THE SAME POSITON FOR THE PAST 2 HOURS, MOVE AROUND FAT ASS @stableronaldo HOW THE FUCK
GINI COEFFICIENT ยท 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
5,869 super-active users (9.9% of chatters) wrote 72% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | โ | stableronaldolive | 129 | |
| 02 | drycannedfoods | โ | stableronaldo | 84 | |
| 03 | fossabot | โ | thestableyt | 57 | |
| 04 | bask3t_1 | โ | yostbl | 36 | |
| 05 | fossabot | โ | ystackz13 | 29 | |
| 06 | bask3t_1 | โ | creeationally | 27 | |
| 07 | makunga420 | โ | stableronaldo | 26 | |
| 08 | voetbal13524 | โ | stableronaldo | 23 | |
| 09 | bask3t_1 | โ | yotrly | 22 | |
| 10 | greenbeans281 | โ | akaoutlaw | 22 | |
| 11 | iazizop | โ | stableronaldo | 20 | |
| 12 | qtuness | โ | stableronaldo | 18 |
OOOOO
Hey @stableronaldo daddy
KAI GOT HIT IN THE EYE AFTER YOU SLEPT @stableronaldo
get a wire as a belt @stableronaldo
@stableronaldo illumini reveal at 1:30
get a usb wire as a belt yugi did it @stableronaldo
This is the exact image link unfurlers render when this stream is shared.
โ Download card (1200ร630)no viewer track captured
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ร1758 | 550 | 0mโ2054m | BOT TIMER |
| CMD | !gamble | ร1306 | 357 | 1083mโ1559m | ORGANIC |
| CMD | !time | ร573 | 376 | 0mโ2055m | ORGANIC |
| CMD | !watchtime | ร248 | 230 | 1083mโ1737m | ORGANIC |
| LINK | x.com | ร244 | 2 | 13mโ2055m | BOT TIMER |
| LINK | youtube.com | ร202 | 1 | 15mโ2048m | BOT TIMER |
| LINK | discord.gg | ร183 | 1 | 18mโ2055m | BOT TIMER |
| CMD | !followers | ร154 | 116 | 2mโ2018m | ORGANIC |
| LINK | youtu.be | ร133 | 2 | 25mโ2050m | BOT TIMER |
| CMD | !2023 | ร115 | 107 | 4mโ2046m | ORGANIC |
| CMD | !points | ร82 | 59 | 1085mโ1559m | ORGANIC |
| LINK | 7tv.app | ร72 | 4 | 40mโ2025m | BOT TIMER |
| CMD | !po | ร69 | 65 | 18mโ2055m | ORGANIC |
| CMD | !chatters | ร56 | 18 | 1mโ2006m | ORGANIC |
language of written messages ยท emote-only spam excluded from ES/EN
shared active chatters ยท real version needs chat dumps of candidate streamers
real version fetches channel history via twitchtracker / helix
stableronaldo's Streamer University stream "๐ค EVIL UNIVERSITY DAY 4 ๐คON BAD TIMING๐ค ALUMNIS ARE HERE ๐คLETS GO ๐ค 24/7 ๐ค EXCLUSIVE BADGE ๐ค [twitter/insta stableronaldo] !po !com !sub" on Jul 18, 2026 generated 698,670 messages from 59,553 unique chatters (339.8 msgs/min average, peaking at 731/min). Sentiment ran 78,848 positive vs 6,298 negative, and the top keyword was "geeg" (ร13680). Explore the full stream breakdown โ pulse, chatters, memes, community, viewers and media kit โ below.