FULL STREAM INTELLIGENCE · Streamer University
Jul 20, 2026 · VOD 2824355912
keyword lexicon heuristic · not a language model
156 first-time chatters in one minute (raid-like influx)
177 first-time chatters in one minute (raid-like influx)
90 emote msgs — ×2.7 the average
125 emote msgs — ×3.7 the average
136 first-time chatters in one minute (raid-like influx)
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 88 | 1.00 | known | known bot account |
| fossabot | 20 | 1.00 | known | known bot account |
| talha_silver12 | 1,183 | 0.55 | medium | 62 messages fired <2s apart · 9.2 msgs/min sustained |
| smakseyumair | 66 | 0.55 | medium | 12 messages fired <2s apart · 7.7 msgs/min sustained |
| ronleftcheek | 19 | 0.55 | medium | 6 messages fired <2s apart · 17.3 msgs/min sustained |
| i_darno | 11 | 0.55 | medium | 5 messages fired <2s apart · 11 msgs/min sustained |
| tonystatovci | 10 | 0.55 | medium | 9 messages fired <2s apart · 10 msgs/min sustained |
| jellirie | 46 | 0.45 | medium | repeated one message ×25 (54% of output) |
| itzsteff4 | 41 | 0.45 | medium | repeated one message ×22 (54% of output) |
| russell2207 | 31 | 0.45 | medium | repeated one message ×21 (68% of output) |
| zorphon | 22 | 0.45 | medium | repeated one message ×11 (50% of output) |
| dillpickledestroyer123 | 14 | 0.45 | medium | repeated one message ×8 (57% of output) |
| foxy_autumn | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| ozballjones | 11 | 0.45 | medium | repeated one message ×7 (64% of output) |
| kingpakalypse93 | 11 | 0.45 | medium | repeated one message ×9 (82% of output) |
pascal131Kuiken pascal131Kuiken pascal131Kuiken pascal131Kuiken
tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbp
@cinna
boogie @Cinna purge your chat, they're bullies #RonChatBetter
@Cinna you coming out
when will stream end @cinna
| # | Chatter | Badges | Msgs | Activity 0m→129m | Share |
|---|---|---|---|---|---|
| 01 | talha_silver12 | 1183 | 2.8% | ||
| 02 | yo_erick01 | 663 | 1.6% | ||
| 03 | Gsharma26 | 504 | 1.2% | ||
| 04 | clidetheprod | VIP | 485 | 1.2% | |
| 05 | trailblazun | 459 | 1.1% | ||
| 06 | josh4sale_ | VIP | 356 | 0.8% | |
| 07 | AceSod4 | SUB | 340 | 0.8% | |
| 08 | HybrdGonzo | VIP | 338 | 0.8% | |
| 09 | Sparda_IDK | VIP | 325 | 0.8% | |
| 10 | saturnstarz22 | 325 | 0.8% | ||
| 11 | bibi_doll | 322 | 0.8% | ||
| 12 | whiteqpaint | SUB | 305 | 0.7% | |
| 13 | 420_brownie_babe | SUB | 303 | 0.7% | |
| 14 | AfroKame_ | 285 | 0.7% | ||
| 15 | thatonebird8231 | SUB | 275 | 0.7% | |
| 16 | taycarter03 | SUB | 274 | 0.7% | |
| 17 | LYLTxAlyssa | SUB | 274 | 0.7% | |
| 18 | janina_xo | 270 | 0.6% | ||
| 19 | mezzdup_bun | 265 | 0.6% | ||
| 20 | JulianCart | 237 | 0.6% |
first-message arrivals · 0m → 129m
441 joined in the first 2 minutes = 9% of all chatters
pascal131Kuiken pascal131Kuiken pascal131Kuiken pascal131Kuiken
tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbp
@cinna
boogie @Cinna purge your chat, they're bullies #RonChatBetter
@Cinna you coming out
when will stream end @cinna
@Cinna where do you get the tone bags?
wideduckass ͏
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | BANGER | ×588 | 182 | 4m→118m | VIRAL |
| 02 | OOOO | ×487 | 191 | 0m→128m | VIRAL |
| 03 | HOLD | ×442 | 213 | 3m→128m | VIRAL |
| 04 | LMAOOOOOOOOOO | ×362 | 50 | 0m→129m | VIRAL |
| 05 | Degloved | ×267 | 110 | 11m→121m | VIRAL |
| 06 | LMFAO | ×256 | 66 | 4m→129m | VIRAL |
| 07 | boogie | ×255 | 76 | 0m→111m | VIRAL |
| 08 | LMAO | ×218 | 117 | 4m→129m | VIRAL |
| 09 | RandomKid | ×179 | 88 | 3m→117m | VIRAL |
| 10 | AURA | ×175 | 114 | 8m→128m | VIRAL |
tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbp
wideduckass ͏
Its cleaned up already
InTheirBag InTheirBag InTheirBag InTheirBag InTheirBag
Drink water
THE CAF IS CLOSED
wideduckass
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
382 super-active users (7.9% of chatters) wrote 66% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | fluffybaconcat | → | cinna | 10 | |
| 02 | fluffybaconcat | → | maya | 10 | |
| 03 | hybrdgonzo | → | maya | 9 | |
| 04 | astralnier | → | maya | 9 | |
| 05 | gsharma26 | → | maya | 8 | |
| 06 | trailblazun | → | sparda_idk | 6 | |
| 07 | fluffybaconcat | → | magnum_marvin | 6 | |
| 08 | streamelements | → | cinnaliive | 6 | |
| 09 | celebrationsstation | → | josh4sale_ | 6 | |
| 10 | sparda_idk | → | trailblazun | 5 | |
| 11 | acesod4 | → | maya | 5 | |
| 12 | gsharma26 | → | cinna | 5 |
pascal131Kuiken pascal131Kuiken pascal131Kuiken pascal131Kuiken
tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbpeanutHOLD tbp
@cinna
boogie @Cinna purge your chat, they're bullies #RonChatBetter
@Cinna you coming out
when will stream end @cinna
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 | ×126 | 36 | 0m→119m | ORGANIC |
| LINK | streamloots.com | ×33 | 1 | 3m→6m | ORGANIC |
| CMD | !watchtime | ×11 | 10 | 1m→101m | ORGANIC |
| CMD | !time | ×10 | 9 | 53m→125m | ORGANIC |
| LINK | youtube.com | ×6 | 1 | 19m→119m | BOT TIMER |
| CMD | !discord | ×4 | 4 | 1m→77m | ORGANIC |
| CMD | !song | ×3 | 2 | 81m→111m | ORGANIC |
| CMD | !clip | ×2 | 2 | 20m→59m | ORGANIC |
| CMD | !followage | ×2 | 2 | 35m→63m | ORGANIC |
| CMD | !followers | ×2 | 1 | 51m→121m | ORGANIC |
| CMD | !title | ×1 | 1 | 4m→4m | ORGANIC |
| CMD | !drops | ×1 | 1 | 7m→7m | ORGANIC |
| CMD | !update | ×1 | 1 | 11m→11m | ORGANIC |
| LINK | 7tv.app | ×1 | 1 | 20m→20m | BOT TIMER |
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
Cinna's Streamer University stream "THE FINAL NIGHT - PROFESSOR CINNA - ANNOUCEMENT LATER" on Jul 20, 2026 generated 41,957 messages from 4,815 unique chatters (322.7 msgs/min average, peaking at 623/min). Sentiment ran 5,487 positive vs 301 negative, and the top keyword was "banger" (×1001). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.