FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823029703
keyword lexicon heuristic · not a language model
47 emote msgs — ×9.8 the average
32 emote msgs — ×6.7 the average
165 first-time chatters in one minute (raid-like influx)
76 emote msgs — ×15.8 the average
46 emote msgs — ×9.6 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 170 | 1.00 | known | known bot account |
| streamelements | 74 | 1.00 | known | known bot account |
| stoplqsing | 160 | 0.55 | medium | 5 messages fired <2s apart · 8.5 msgs/min sustained |
| arxncito | 158 | 0.55 | medium | 4 messages fired <2s apart · 7 msgs/min sustained |
| ts_yamii | 135 | 0.55 | medium | 3 messages fired <2s apart · 6.8 msgs/min sustained |
| tybsseth | 83 | 0.55 | medium | 3 messages fired <2s apart · 8.1 msgs/min sustained |
| girthdemon67 | 66 | 0.55 | medium | 4 messages fired <2s apart · 6.9 msgs/min sustained |
| yaheeya_ | 60 | 0.55 | medium | 3 messages fired <2s apart · 6.7 msgs/min sustained |
| luiigucci | 56 | 0.55 | medium | 3 messages fired <2s apart · 6.4 msgs/min sustained |
| streamerbountyhunter | 52 | 0.55 | medium | 42 messages fired <2s apart · 6.7 msgs/min sustained |
| pook1ebea4 | 50 | 0.55 | medium | 4 messages fired <2s apart · 8.1 msgs/min sustained |
| simius223 | 48 | 0.55 | medium | 3 messages fired <2s apart · 8.9 msgs/min sustained |
| haston_2 | 39 | 0.55 | medium | 3 messages fired <2s apart · 6.8 msgs/min sustained |
| cash_1010 | 28 | 0.55 | medium | 3 messages fired <2s apart · 6.2 msgs/min sustained |
| lilmuqsit | 15 | 0.55 | medium | 4 messages fired <2s apart · 9.7 msgs/min sustained |
holy 30 second
@jasontheween DO YOU THINK ARKY IS COMING TODAY???
Just put ur other clothes in ur backpack @jasontheween
evil ron @jasontheween
hair doesn’t look bad rn @jasontheween
who u going to hoco with? @jasontheween @jasontheween
| # | Chatter | Badges | Msgs | Activity 0m→1452m | Share |
|---|---|---|---|---|---|
| 01 | Dislexic_AI | 2741 | 0.8% | ||
| 02 | puredxsignss | 2169 | 0.6% | ||
| 03 | adriancastro38 | 1953 | 0.6% | ||
| 04 | 0_hhailiey | 1847 | 0.5% | ||
| 05 | cristian_negrete | 1709 | 0.5% | ||
| 06 | Qazin1337 | 1538 | 0.5% | ||
| 07 | AnneSmith98 | 1428 | 0.4% | ||
| 08 | Wolffein | 1409 | 0.4% | ||
| 09 | alejandraaa_1 | SUB | 1352 | 0.4% | |
| 10 | yurpdurpi | SUB | 1266 | 0.4% | |
| 11 | VespraVxltron | SUB | 1254 | 0.4% | |
| 12 | sadbullah | 1242 | 0.4% | ||
| 13 | sshade_x | 1202 | 0.4% | ||
| 14 | dolig10 | 1158 | 0.3% | ||
| 15 | 1travis7 | 1153 | 0.3% | ||
| 16 | twisted_86 | 1120 | 0.3% | ||
| 17 | infinitespeed07 | 1090 | 0.3% | ||
| 18 | galacticNutBlast | 1041 | 0.3% | ||
| 19 | shikhagpw | 1015 | 0.3% | ||
| 20 | Itz_CIose | 981 | 0.3% |
first-message arrivals · 0m → 1452m
473 joined in the first 2 minutes = 2% of all chatters
holy 30 second
@jasontheween DO YOU THINK ARKY IS COMING TODAY???
Just put ur other clothes in ur backpack @jasontheween
evil ron @jasontheween
hair doesn’t look bad rn @jasontheween
who u going to hoco with? @jasontheween @jasontheween
⛹🏽♀️⛹🏽♀️🤸🏿♂️⛹🏽♀️🤸🏿♂️⛹🏽♀️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿
📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📱📱📱📲📱📱📱📱📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱🕹️🕹️🖥️🕹️🖲️🖲️🕹️📀📺📼�
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | LMFAO | ×4809 | 623 | 6m→1451m | VIRAL |
| 02 | LMAO | ×1846 | 597 | 8m→1348m | VIRAL |
| 03 | LOL ͏ | ×1623 | 288 | 14m→1329m | VIRAL |
| 04 | geeg | ×1506 | 668 | 8m→1449m | VIRAL |
| 05 | fairs | ×1245 | 596 | 8m→1036m | VIRAL |
| 06 | FOCUS | ×1085 | 422 | 12m→1063m | VIRAL |
| 07 | BANG | ×1080 | 437 | 19m→1420m | VIRAL |
| 08 | AURA | ×928 | 513 | 16m→1017m | VIRAL |
| 09 | pfft | ×917 | 255 | 6m→1352m | VIRAL |
| 10 | WEDIDIT | ×857 | 389 | 65m→1009m | VIRAL |
⛹🏽♀️⛹🏽♀️🤸🏿♂️⛹🏽♀️🤸🏿♂️⛹🏽♀️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿♂️🤸🏿
📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱📱📱📱📲📱📱📱📱📱📲📱📲📱📲📱📲📱📲📱📲📱📲📱🕹️🕹️🖥️🕹️🖲️🖲️🕹️📀📺📼�
🎀🎎🎎🎎🎉🎉🎉🎎🎎🎎📨📨📨📨📨📩📩📩📩📨📨📨📨📨📨📨📨🪭🪭🪭🪭📇📯📇📯📇📯📇📯📆📯📆📯📇📯📆📮📆📫🗓️📫📆📯📆📯📈📫📆📯�
enjoy the time you got
Just keep dancing till he comes
KAI IS IN THE SKY
UR GETTING EXPELLED
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
2,774 super-active users (9.6% of chatters) wrote 73% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | itsbubblespng | → | jasontheween | 74 | |
| 02 | thebasedyoungo | → | jasontheween | 39 | |
| 03 | drycannedfoods | → | jasontheween | 39 | |
| 04 | fonagii | → | jasontheween | 34 | |
| 05 | enzouf32 | → | jasontheween | 23 | |
| 06 | adriancastro38 | → | jasontheween | 22 | |
| 07 | wolffein | → | jasontheween | 20 | |
| 08 | enzo_moy | → | jasontheween | 19 | |
| 09 | exquiver | → | jasontheween | 19 | |
| 10 | brianh21 | → | jasontheween | 19 | |
| 11 | 1travis7 | → | jasontheween | 17 | |
| 12 | tommygii | → | jasontheween | 17 |
holy 30 second
@jasontheween DO YOU THINK ARKY IS COMING TODAY???
Just put ur other clothes in ur backpack @jasontheween
evil ron @jasontheween
hair doesn’t look bad rn @jasontheween
who u going to hoco with? @jasontheween @jasontheween
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 | ×443 | 185 | 4m→1446m | BOT TIMER |
| CMD | !watchtime | ×181 | 156 | 0m→1448m | ORGANIC |
| CMD | !points | ×83 | 66 | 5m→1358m | ORGANIC |
| CMD | !time | ×76 | 65 | 0m→1447m | ORGANIC |
| CMD | !gamble | ×55 | 41 | 0m→1310m | ORGANIC |
| LINK | tinyurl.com | ×37 | 1 | 31m→1447m | BOT TIMER |
| CMD | !schedule | ×36 | 35 | 31m→1447m | ORGANIC |
| CMD | !followage | ×28 | 24 | 2m→1378m | ORGANIC |
| CMD | !followers | ×13 | 6 | 109m→1026m | ORGANIC |
| CMD | !discord | ×9 | 9 | 28m→1439m | ORGANIC |
| LINK | discord.gg | ×9 | 1 | 28m→1439m | BOT TIMER |
| LINK | x.com | ×8 | 4 | 23m→1202m | BOT TIMER |
| CMD | !watch | ×7 | 7 | 43m→1372m | ORGANIC |
| LINK | pot.cx | ×7 | 1 | 55m→1114m | 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
jasontheween's Streamer University stream "🤓STREAMER UNIVERSITY🤓DAY 4🤓LIVE 24/7🤓BEST STUDENT OF ALL TIME🤓" on Jul 18, 2026 generated 339,894 messages from 28,898 unique chatters (233.9 msgs/min average, peaking at 663/min). Sentiment ran 44,732 positive vs 1,322 negative, and the top keyword was "lmfao" (×6083). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.