FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823078024
keyword lexicon heuristic · not a language model
276 first-time chatters in one minute (raid-like influx)
185 first-time chatters in one minute (raid-like influx)
70 emote msgs — ×25.1 the average
206 first-time chatters in one minute (raid-like influx)
148 first-time chatters in one minute (raid-like influx)
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 8,047 | 1.00 | known | known bot account |
| nightbot | 668 | 1.00 | known | known bot account |
| crackahs | 14 | 0.70 | high | repeated one message ×7 (50% of output) · 14 msgs/min sustained |
| cg5star | 10 | 0.70 | high | repeated one message ×5 (50% of output) · 10 msgs/min sustained |
| josepiill | 10 | 0.70 | high | repeated one message ×5 (50% of output) · 10 msgs/min sustained |
| xxxmatterdaddyxx | 10 | 0.70 | high | repeated one message ×5 (50% of output) · 10 msgs/min sustained |
| jakeobbq | 116 | 0.55 | medium | 28 messages fired <2s apart · 6.5 msgs/min sustained |
| finalpiercing | 49 | 0.55 | medium | 3 messages fired <2s apart · 7.7 msgs/min sustained |
| texmex6996 | 49 | 0.55 | medium | 6 messages fired <2s apart · 10.4 msgs/min sustained |
| s3basas | 32 | 0.55 | medium | 19 messages fired <2s apart · 30 msgs/min sustained |
| redwithbag | 26 | 0.55 | medium | 5 messages fired <2s apart · 7.3 msgs/min sustained |
| platinumgoldx | 25 | 0.55 | medium | 3 messages fired <2s apart · 10.9 msgs/min sustained |
| dtskayden | 20 | 0.55 | medium | 4 messages fired <2s apart · 8.4 msgs/min sustained |
| hyabgamer | 19 | 0.55 | medium | 6 messages fired <2s apart · 17 msgs/min sustained |
| axxins | 19 | 0.55 | medium | 4 messages fired <2s apart · 13.4 msgs/min sustained |
yo
kai looking for your chopped ass @Braeden
@Braeden you got the backpack back?
Good morning @braeden feel sad for you bro
please just go to Kai for apologise @braeden
@braeden go to Kai
| # | Chatter | Badges | Msgs | Activity 0m→2003m | Share |
|---|---|---|---|---|---|
| 01 | StreamElements | MODBOT | 8047 | 4.0% | |
| 02 | D3mod | 2403 | 1.2% | ||
| 03 | krounn_ | MODSUB | 1995 | 1.0% | |
| 04 | littwins | 1668 | 0.8% | ||
| 05 | michaelc10180 | MOD | 1389 | 0.7% | |
| 06 | hexzyh3 | 1324 | 0.7% | ||
| 07 | jordan01i | SUB | 1147 | 0.6% | |
| 08 | breezysnooze08_ | 1022 | 0.5% | ||
| 09 | clip_cityyy | SUB | 971 | 0.5% | |
| 10 | acekeys_ | MODSUB | 967 | 0.5% | |
| 11 | mersum11 | SUBVIP | 949 | 0.5% | |
| 12 | kingkemp333 | SUB | 797 | 0.4% | |
| 13 | khanaxCS | 760 | 0.4% | ||
| 14 | serenvqq | SUB | 743 | 0.4% | |
| 15 | tre_too_tuff | 689 | 0.3% | ||
| 16 | chuzzmaxin | 686 | 0.3% | ||
| 17 | Nightbot | MODBOT | 668 | 0.3% | |
| 18 | 1onyz | SUB | 664 | 0.3% | |
| 19 | dmvdemon3 | SUB | 655 | 0.3% | |
| 20 | magiccookiess | 589 | 0.3% |
first-message arrivals · 0m → 2003m
264 joined in the first 2 minutes = 1% of all chatters
yo
kai looking for your chopped ass @Braeden
@Braeden you got the backpack back?
Good morning @braeden feel sad for you bro
please just go to Kai for apologise @braeden
@braeden go to Kai
tythebest12345: go to Kia Enzocuervo27: kai said he need to talk to you, go wait outside his office jsfbirkieeescottg: S
go to kai go to kai go to kai go to kai go to kai go to kai.# Moderator8-månadsprenumerant (6 månader-dekal)200 prenumer
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !watchtime | ×2959 | 1766 | 4m→1999m | VIRAL |
| 02 | !gamble all | ×978 | 468 | 2m→1997m | VIRAL |
| 03 | !points | ×603 | 285 | 5m→1990m | VIRAL |
| 04 | pencil | ×493 | 265 | 0m→1982m | VIRAL |
| 05 | butter | ×461 | 243 | 5m→1983m | VIRAL |
| 06 | !gamble 100 | ×362 | 197 | 18m→1999m | VIRAL |
| 07 | WWWW | ×343 | 195 | 61m→2003m | VIRAL |
| 08 | Add Braeden On SnapChat https://snapchat.com/t/68aXZ3iT | ×334 | 1 | 3m→2001m | NICHE |
| 09 | wwww | ×311 | 196 | 1m→2003m | VIRAL |
| 10 | dans | ×300 | 46 | 50m→1963m | VIRAL |
tythebest12345: go to Kia Enzocuervo27: kai said he need to talk to you, go wait outside his office jsfbirkieeescottg: S
go to kai go to kai go to kai go to kai go to kai go to kai.# Moderator8-månadsprenumerant (6 månader-dekal)200 prenumer
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 gtbgriScared gtbgriLockedin gtbgriSc
go to kai go to kai go to kai go to kai go to kai go to kai.# Moderator8-månadsprenumerant (6 månader-dekal)200 prenumer
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer
gtbgriLockedin gtbgriLockedin gtbgriLockedin gtbgriLockedin gtbgriLockedin gtbgriLockedin gtbgriLockedin gtbgriLockedin
PnBrock- selfish PnBrock- selfish selfish PnBrock- selfish PnBrock- selfish selfish PnBrock- selfish PnBrock- selfish se
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
1,886 super-active users (10.0% of chatters) wrote 68% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | gtbgringo | 146 | |
| 02 | streamelements | → | 2tuffad | 31 | |
| 03 | streamelements | → | jacobkalit0 | 29 | |
| 04 | hezi9s | → | braeden | 22 | |
| 05 | streamelements | → | tryston1313 | 22 | |
| 06 | streamelements | → | trystanishim | 21 | |
| 07 | streamelements | → | 2easyforthis69 | 20 | |
| 08 | streamelements | → | cherriiluvz | 20 | |
| 09 | streamelements | → | big_wagl | 20 | |
| 10 | streamelements | → | jcb2950 | 19 | |
| 11 | streamelements | → | cookingwithtylerr | 18 | |
| 12 | streamelements | → | lootrump | 17 |
yo
kai looking for your chopped ass @Braeden
@Braeden you got the backpack back?
Good morning @braeden feel sad for you bro
please just go to Kai for apologise @braeden
@braeden go to Kai
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 |
|---|---|---|---|---|---|
| CMD | !watchtime | ×4192 | 1933 | 4m→1999m | ORGANIC |
| CMD | !gamble | ×4155 | 941 | 2m→1999m | ORGANIC |
| LINK | twitch.tv | ×670 | 171 | 31m→2002m | ORGANIC |
| CMD | !points | ×624 | 289 | 5m→1990m | ORGANIC |
| LINK | discord.gg | ×363 | 3 | 1m→2003m | BOT TIMER |
| LINK | snapchat.com | ×335 | 2 | 3m→2001m | BOT TIMER |
| LINK | 7tv.app | ×201 | 1 | 3m→2002m | BOT TIMER |
| LINK | frostyapp.io | ×201 | 1 | 3m→2002m | BOT TIMER |
| LINK | x.com | ×172 | 5 | 0m→1989m | BOT TIMER |
| LINK | youtube.com | ×152 | 6 | 0m→1989m | BOT TIMER |
| CMD | !discord | ×136 | 105 | 22m→2003m | ORGANIC |
| CMD | !followage | ×113 | 86 | 19m→1979m | ORGANIC |
| CMD | !join | ×86 | 60 | 1832m→1942m | ORGANIC |
| CMD | !watch | ×43 | 43 | 98m→1892m | 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
Braeden's Streamer University stream "😈 LAST DAY OF SU 😈 GETTING EXPELLED 😈 STREAMER UNIVERSITY 😈 24/7 😈 DAY 3 😈 !com !socials !discord" on Jul 18, 2026 generated 199,723 messages from 18,868 unique chatters (99.7 msgs/min average, peaking at 730/min). Sentiment ran 15,532 positive vs 3,044 negative, and the top keyword was "braeden" (×7320). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.