FULL STREAM INTELLIGENCE Β· Streamer University
Jul 18, 2026 Β· VOD 2823199200
keyword lexicon heuristic Β· not a language model
36 emote msgs β Γ12.4 the average
31 emote msgs β Γ10.7 the average
168 first-time chatters in one minute (raid-like influx)
38 emote msgs β Γ13.1 the average
97 emote msgs β Γ33.4 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 1,079 | 1.00 | known | known bot account |
| streamelements | 247 | 1.00 | known | known bot account |
| nomotionheem | 27 | 0.75 | high | repeated one message Γ16 (59% of output) Β· 17 messages fired <2s apart |
| yamesmond | 32 | 0.70 | high | repeated one message Γ17 (53% of output) Β· 14 msgs/min sustained |
| crazy_chris23 | 14 | 0.70 | high | repeated one message Γ7 (50% of output) Β· 12 msgs/min sustained |
| gjrhkggb | 12 | 0.70 | high | repeated one message Γ6 (50% of output) Β· 12 msgs/min sustained |
| ayokequan | 10 | 0.70 | high | repeated one message Γ5 (50% of output) Β· 6.1 msgs/min sustained |
| chr1st11an_e16 | 59 | 0.55 | medium | 4 messages fired <2s apart Β· 6.3 msgs/min sustained |
| jmany211_ | 54 | 0.55 | medium | 21 messages fired <2s apart Β· 19.6 msgs/min sustained |
| kapg10 | 49 | 0.55 | medium | 15 messages fired <2s apart Β· 20.7 msgs/min sustained |
| johannes08114 | 47 | 0.55 | medium | 26 messages fired <2s apart Β· 29.7 msgs/min sustained |
| tibaz1234 | 44 | 0.55 | medium | 11 messages fired <2s apart Β· 13.4 msgs/min sustained |
| hwplayz127 | 38 | 0.55 | medium | 18 messages fired <2s apart Β· 22.8 msgs/min sustained |
| itzmossy | 36 | 0.55 | medium | 33 messages fired <2s apart Β· 21.4 msgs/min sustained |
| rosataruiaa | 30 | 0.55 | medium | 4 messages fired <2s apart Β· 8.7 msgs/min sustained |
yesssss
is that a man unit you got on your head @tylil
Wtw @tylil
WHO UR ROOMMATE? @tylil
@tylil hey how are you day
no you look like fresh from subway surfers @tylil but i fuck with it
| # | Chatter | Badges | Msgs | Activity 0mβ1513m | Share |
|---|---|---|---|---|---|
| 01 | AnyaJanaeee | MODSUB | 1636 | 1.4% | |
| 02 | Fossabot | MODBOT | 1079 | 0.9% | |
| 03 | autumnjaee | VIP | 443 | 0.4% | |
| 04 | DankRollDez | MOD | 416 | 0.4% | |
| 05 | JustAmbss | MOD | 388 | 0.3% | |
| 06 | gamall019 | 365 | 0.3% | ||
| 07 | xlxzzpl | 346 | 0.3% | ||
| 08 | chunlynnnn | 326 | 0.3% | ||
| 09 | KymLandon_Tv | 319 | 0.3% | ||
| 10 | snoop80d | VIP | 296 | 0.3% | |
| 11 | worldwidelyn | MOD | 294 | 0.3% | |
| 12 | coryvalid | MOD | 267 | 0.2% | |
| 13 | GottiChill | MODSUB | 250 | 0.2% | |
| 14 | StreamElements | MODBOT | 247 | 0.2% | |
| 15 | bigscoobtv | 237 | 0.2% | ||
| 16 | dimeblockkidd23 | 236 | 0.2% | ||
| 17 | anon_vvx | 217 | 0.2% | ||
| 18 | staciemonaee | 213 | 0.2% | ||
| 19 | CashSlyme | 211 | 0.2% | ||
| 20 | mrdoubleup2t | 209 | 0.2% |
first-message arrivals Β· 0m β 1513m
364 joined in the first 2 minutes = 1% of all chatters
yesssss
is that a man unit you got on your head @tylil
Wtw @tylil
WHO UR ROOMMATE? @tylil
@tylil hey how are you day
no you look like fresh from subway surfers @tylil but i fuck with it
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
bar color Β· green = official emoticon fragment Β· white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | ππππ | Γ625 | 388 | 1mβ1489m | VIRAL |
| 02 | πππ | Γ588 | 349 | 1mβ1492m | VIRAL |
| 03 | πππππ | Γ457 | 306 | 11mβ1455m | VIRAL |
| 04 | ππππππ | Γ306 | 215 | 9mβ1455m | VIRAL |
| 05 | ππππ | Γ239 | 162 | 1mβ1464m | VIRAL |
| 06 | πππ | Γ237 | 149 | 1mβ1472m | VIRAL |
| 07 | π€£π€£π€£π€£ | Γ223 | 153 | 21mβ1464m | VIRAL |
| 08 | ππ | Γ222 | 142 | 7mβ1477m | VIRAL |
| 09 | πππππππ | Γ205 | 163 | 31mβ1431m | VIRAL |
| 10 | thetyl14TTG | Γ187 | 163 | 0mβ1513m | VIRAL |
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
bilzo having a allergic reaction bilzo having a allergic reaction bilzo having a allergic reaction bilzo having a aller
thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14
thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14Firettg thetyl14
dan no dean right now
LMAOO KAI U HIGH TOO??
GINI COEFFICIENT Β· 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
930 super-active users (3.8% of chatters) wrote 38% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fossabot | β | thetylilshowlivee | 52 | |
| 02 | fossabot | β | thetylilshow__ | 51 | |
| 03 | fossabot | β | cloverboyz | 47 | |
| 04 | fossabot | β | anyajanaeee | 26 | |
| 05 | justambss | β | coryvalid | 26 | |
| 06 | coryvalid | β | worldwidelyn | 24 | |
| 07 | worldwidelyn | β | coryvalid | 22 | |
| 08 | coryvalid | β | justambss | 22 | |
| 09 | luciferarkz | β | tylil | 15 | |
| 10 | anyajanaeee | β | autumnjaee | 10 | |
| 11 | justambss | β | worldwidelyn | 10 | |
| 12 | 2xandreww | β | thisnig2424 | 10 |
yesssss
is that a man unit you got on your head @tylil
Wtw @tylil
WHO UR ROOMMATE? @tylil
@tylil hey how are you day
no you look like fresh from subway surfers @tylil but i fuck with it
This is the exact image link unfurlers render when this stream is shared.
β Download card (1200Γ630)no viewer track captured
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | Γ312 | 7 | 8mβ1511m | BOT TIMER |
| CMD | !gamble | Γ212 | 73 | 172mβ1371m | ORGANIC |
| LINK | gaming.amazon.com | Γ141 | 1 | 33mβ1511m | BOT TIMER |
| CMD | !sub | Γ119 | 10 | 8mβ1458m | ORGANIC |
| LINK | youtube.com | Γ109 | 3 | 32mβ1502m | BOT TIMER |
| CMD | !watchtime | Γ96 | 89 | 21mβ1357m | ORGANIC |
| LINK | 7tv.app | Γ96 | 1 | 23mβ1504m | BOT TIMER |
| CMD | !time | Γ92 | 69 | 150mβ1446m | ORGANIC |
| CMD | !prime | Γ55 | 11 | 8mβ1415m | ORGANIC |
| LINK | twitch.amazon.com | Γ55 | 1 | 8mβ1415m | BOT TIMER |
| LINK | instagram.com | Γ52 | 1 | 32mβ1502m | BOT TIMER |
| LINK | twitter.com | Γ51 | 1 | 32mβ1502m | BOT TIMER |
| LINK | tiktok.com | Γ51 | 1 | 32mβ1502m | BOT TIMER |
| CMD | !blm | Γ48 | 13 | 23mβ1512m | ORGANIC |
language of written messages Β· emote-only spam excluded from ES/EN
shared active chatters Β· real version needs chat dumps of candidate streamers
real version fetches channel history via twitchtracker / helix
tylil's Streamer University stream "π STREAMER UNIVERSITY ALUMNI DAY π" on Jul 18, 2026 generated 116,075 messages from 24,438 unique chatters (76.7 msgs/min average, peaking at 604/min). Sentiment ran 7,692 positive vs 1,364 negative, and the top keyword was "tylil" (Γ4728). Explore the full stream breakdown β pulse, chatters, memes, community, viewers and media kit β below.