FULL STREAM INTELLIGENCE · Call of Duty: Black Ops 7
Jul 18, 2026 · VOD 2823189787
keyword lexicon heuristic · not a language model
51 first-time chatters in one minute (raid-like influx)
54 first-time chatters in one minute (raid-like influx)
44 emote msgs — ×8 the average
105 first-time chatters in one minute (raid-like influx)
67 emote msgs — ×12.2 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 643 | 1.00 | known | known bot account |
| kingad1_ | 17 | 0.55 | medium | 14 messages fired <2s apart · 14.8 msgs/min sustained |
| xdantedabeastx | 16 | 0.55 | medium | 13 messages fired <2s apart · 16 msgs/min sustained |
| 2_tough | 15 | 0.55 | medium | 14 messages fired <2s apart · 15 msgs/min sustained |
| adenlolll | 10 | 0.55 | medium | 3 messages fired <2s apart · 10 msgs/min sustained |
| tasina__ | 47 | 0.45 | medium | repeated one message ×25 (53% of output) |
| gaming_godd | 19 | 0.45 | medium | repeated one message ×14 (74% of output) |
| banshotv_ | 14 | 0.45 | medium | repeated one message ×8 (57% of output) |
YESSSSSSSSSIR
react harder @zoomaa
@zoomaa can you sign my jersey I’m to the right of you
@zoomaa can you sign my jersey I’m to right of you
@zoomaa fuck you
hey big boy @zoomaa
| # | Chatter | Badges | Msgs | Activity 0m→579m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 643 | 1.7% | |
| 02 | DonGon51 | SUB | 497 | 1.3% | |
| 03 | JuiceExtractor | 441 | 1.2% | ||
| 04 | futuresguy | 403 | 1.1% | ||
| 05 | traeven04 | 401 | 1.1% | ||
| 06 | Reaperations | MOD | 352 | 0.9% | |
| 07 | Hi_techninja1789 | 277 | 0.7% | ||
| 08 | BooKyHG | 261 | 0.7% | ||
| 09 | fiendingg | 246 | 0.7% | ||
| 10 | Echelon525 | SUB | 245 | 0.7% | |
| 11 | lostone86 | 238 | 0.6% | ||
| 12 | limelight07 | 237 | 0.6% | ||
| 13 | YellowDugarees | 236 | 0.6% | ||
| 14 | logom7 | 231 | 0.6% | ||
| 15 | mike_jones518 | SUB | 227 | 0.6% | |
| 16 | Fabs_v2 | 221 | 0.6% | ||
| 17 | illumin6ti_ | SUB | 206 | 0.6% | |
| 18 | Snupolupogate | MOD | 196 | 0.5% | |
| 19 | KopeHD_ | 191 | 0.5% | ||
| 20 | sabertooth567 | SUB | 188 | 0.5% |
first-message arrivals · 0m → 579m
51 joined in the first 2 minutes = 1% of all chatters
YESSSSSSSSSIR
react harder @zoomaa
@zoomaa can you sign my jersey I’m to the right of you
@zoomaa can you sign my jersey I’m to right of you
@zoomaa fuck you
hey big boy @zoomaa
you want verga tom 🤣🤣🤣🤣
Give that cleaning lady a raise
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | LMAO | ×125 | 78 | 10m→575m | VIRAL |
| 02 | zoomaaGG zoomaaGG zoomaaGG | ×110 | 1 | 24m→578m | NICHE |
| 03 | lmao | ×101 | 64 | 20m→574m | VIRAL |
| 04 | zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC | ×79 | 46 | 2m→576m | VIRAL |
| 05 | zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC | ×77 | 36 | 14m→578m | VIRAL |
| 06 | LETS FKN GO | ×63 | 1 | 18m→531m | NICHE |
| 07 | LMAOOO | ×56 | 43 | 75m→575m | VIRAL |
| 08 | LMAOOOO | ×50 | 41 | 69m→572m | VIRAL |
| 09 | zoomaaOPTIC zoomaaOPTIC zoomaaOPTIC | ×47 | 24 | 2m→579m | VIRAL |
| 10 | lmaooo | ×44 | 35 | 5m→575m | VIRAL |
you want verga tom 🤣🤣🤣🤣
Give that cleaning lady a raise
Ben give her $20
ur cooked Ben
tip the lady
switch scenes tard
zoomaaFAZEVEGAS zoomaaFAZEVEGAS zoomaaFAZEVEGAS zoomaaFAZEVEGAS zoomaaFAZEVEGAS zoomaaFAZEVEGAS zoomaaFAZEVEGAS zoomaaFA
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
393 super-active users (9.4% of chatters) wrote 64% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | mike_jones518 | → | fiendingg | 39 | |
| 02 | fiendingg | → | mike_jones518 | 29 | |
| 03 | lostone86 | → | zoomaa | 20 | |
| 04 | thenamesvu | → | zoomaa | 15 | |
| 05 | gr1mmguardian | → | zoomaa | 14 | |
| 06 | guhmmey | → | murkzzy_ | 13 | |
| 07 | willy998877 | → | zoomaa | 12 | |
| 08 | 8talal | → | zoomaa | 11 | |
| 09 | murkzzy_ | → | guhmmey | 11 | |
| 10 | edc_n2001 | → | zoomaa | 10 | |
| 11 | praiselsaac | → | zoomaa | 9 | |
| 12 | ceez_4 | → | 8talal | 8 |
YESSSSSSSSSIR
react harder @zoomaa
@zoomaa can you sign my jersey I’m to the right of you
@zoomaa can you sign my jersey I’m to right of you
@zoomaa fuck you
hey big boy @zoomaa
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 | prizepicks.onelink.me | ×39 | 1 | 12m→567m | BOT TIMER |
| CMD | !new | ×29 | 1 | 2m→416m | ORGANIC |
| CMD | !bracket | ×12 | 11 | 97m→568m | ORGANIC |
| LINK | faceit.com | ×12 | 1 | 97m→568m | BOT TIMER |
| LINK | x.com | ×7 | 4 | 10m→433m | ORGANIC |
| CMD | !mc | ×5 | 5 | 194m→484m | ORGANIC |
| LINK | twitch.tv | ×4 | 1 | 4m→221m | BOT TIMER |
| CMD | !bang | ×4 | 1 | 11m→95m | ORGANIC |
| CMD | !schedule | ×4 | 3 | 14m→354m | ORGANIC |
| LINK | callofdutyleague.com | ×4 | 1 | 14m→354m | BOT TIMER |
| CMD | !myd | ×3 | 3 | 1m→357m | ORGANIC |
| CMD | !kiss | ×3 | 3 | 5m→311m | ORGANIC |
| CMD | !picks | ×3 | 3 | 19m→556m | ORGANIC |
| CMD | !discord | ×3 | 3 | 51m→557m | 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
Zoomaa's Call of Duty: Black Ops 7 stream "CDL CHAMPS WATCH PARTY LIVE FROM VEGAS | !yt !discord !tiktok !community" on Jul 18, 2026 generated 37,087 messages from 4,161 unique chatters (63.9 msgs/min average, peaking at 451/min). Sentiment ran 3,833 positive vs 351 negative, and the top keyword was "optic" (×1595). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.