FULL STREAM INTELLIGENCE · Call of Duty: Black Ops 7
Jul 17, 2026 · VOD 2822372923
keyword lexicon heuristic · not a language model
159 first-time chatters in one minute (raid-like influx)
140 emote msgs — ×9.9 the average
136 emote msgs — ×9.6 the average
194 first-time chatters in one minute (raid-like influx)
103 emote msgs — ×7.3 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 659 | 1.00 | known | known bot account |
| ipuuun | 30 | 1.00 | high | repeated one message ×15 (50% of output) · 3 messages fired <2s apart · 7.2 msgs/min sustained |
| airk0_ | 19 | 0.70 | high | repeated one message ×10 (53% of output) · 13.7 msgs/min sustained |
| xen0_k | 86 | 0.55 | medium | 55 messages fired <2s apart · 15.3 msgs/min sustained |
| bozoyy | 17 | 0.55 | medium | 8 messages fired <2s apart · 17 msgs/min sustained |
| sharkky__ | 13 | 0.55 | medium | 7 messages fired <2s apart · 13 msgs/min sustained |
| kiarara59 | 50 | 0.45 | medium | repeated one message ×25 (50% of output) |
| malcom77777 | 24 | 0.45 | medium | repeated one message ×13 (54% of output) |
| fllyyyyyyyyy | 21 | 0.45 | medium | repeated one message ×11 (52% of output) |
| mattcrlla | 17 | 0.45 | medium | repeated one message ×11 (65% of output) |
| knyronx | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
| ya2ao | 13 | 0.45 | medium | repeated one message ×13 (100% of output) |
| ningyoo_ | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| crazyman54_ | 11 | 0.45 | medium | repeated one message ×8 (73% of output) |
| vinzz78 | 10 | 0.45 | medium | repeated one message ×8 (80% of output) |
LETS GO
si jamais y'a itachi qui casse ton setup @Gotaga *
ça y est tu as eu ta valise @Gotaga
@Gotaga itachi a flingué ton setup a la Gcorp
@gotaga l’annonce à quel heure ?
@Gotaga ta changer de caleçon ?
| # | Chatter | Badges | Msgs | Activity 0m→439m | Share |
|---|---|---|---|---|---|
| 01 | bloki_y | SUB | 680 | 1.3% | |
| 02 | Nightbot | MODBOT | 659 | 1.3% | |
| 03 | MelEnJa | MOD | 322 | 0.6% | |
| 04 | M8_TryAgain | MOD | 253 | 0.5% | |
| 05 | 21_znx | 238 | 0.5% | ||
| 06 | WizxOnly | MOD | 216 | 0.4% | |
| 07 | m8_neirizz | 214 | 0.4% | ||
| 08 | xchip_osu | 205 | 0.4% | ||
| 09 | mariee_alv | 192 | 0.4% | ||
| 10 | m8_miaa | SUB | 181 | 0.4% | |
| 11 | Dromies | MOD | 172 | 0.3% | |
| 12 | Naz0w | SUB | 162 | 0.3% | |
| 13 | m8_wakinomichi | SUB | 162 | 0.3% | |
| 14 | m8_chtoll3m | 156 | 0.3% | ||
| 15 | metaa44_ | SUB | 151 | 0.3% | |
| 16 | iyadyvngg | 132 | 0.3% | ||
| 17 | alycst | SUB | 126 | 0.2% | |
| 18 | gigi053 | 125 | 0.2% | ||
| 19 | apoll01998 | 118 | 0.2% | ||
| 20 | moggz | 118 | 0.2% |
first-message arrivals · 0m → 439m
81 joined in the first 2 minutes = 1% of all chatters
LETS GO
si jamais y'a itachi qui casse ton setup @Gotaga *
ça y est tu as eu ta valise @Gotaga
@Gotaga itachi a flingué ton setup a la Gcorp
@gotaga l’annonce à quel heure ?
@Gotaga ta changer de caleçon ?
gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8
Le skin à 900 vbucks de l'host
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !scuf | ×1280 | 837 | 99m→437m | VIRAL |
| 02 | !bracket | ×278 | 261 | 25m→432m | VIRAL |
| 03 | gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 | ×130 | 101 | 1m→436m | VIRAL |
| 04 | gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 | ×119 | 92 | 7m→439m | VIRAL |
| 05 | gotagaM8 gotagaM8 gotagaM8 gotagaM8 | ×117 | 90 | 1m→438m | VIRAL |
| 06 | mdrrrr | ×114 | 91 | 70m→419m | VIRAL |
| 07 | gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 | ×110 | 96 | 1m→438m | VIRAL |
| 08 | gotagaM8ultra gotagaM8ultra gotagaM8ultra gotagaM8ultra gotagaM8ultra gotagaM8ultra gotagaM8ultra gotagaM8ultra gotagaM8ultra | ×110 | 19 | 240m→435m | VIRAL |
| 09 | gotagaM8 gotagaM8 gotagaM8 | ×89 | 69 | 1m→436m | VIRAL |
| 10 | mdrrr | ×86 | 71 | 12m→405m | VIRAL |
gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8 gotagaM8
Le skin à 900 vbucks de l'host
KappaPride KappaPride KappaPride KappaPride KappaPride
ALLLLLLLLEEEEERRRRR L4ANNONCE
LUL LUL LUL
gotagaYoupi gotagaYoupi gotagaYoupi gotagaYoupi gotagaYoupi gotagaYoupi gotagaYoupi gotagaYoupi
@SonOffOdin oui c'est le début de soirée pour vous, comparé à chez nous gotagaM8 gotagaM8 gotagaM8 kneewiCoeur kneewiCoe
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
442 super-active users (4.1% of chatters) wrote 39% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | mrch1ng | → | trusteur75 | 28 | |
| 02 | lolostar57 | → | gotaga | 23 | |
| 03 | thed1ka | → | trusteur75 | 20 | |
| 04 | m8_anakinsky | → | gotaga | 16 | |
| 05 | wowlaskolliose | → | gotaga | 13 | |
| 06 | onlyfane | → | gotaga | 12 | |
| 07 | pantherm3 | → | gotaga | 12 | |
| 08 | m8_neirizz | → | dromies | 11 | |
| 09 | z_yoshy | → | gotaga | 10 | |
| 10 | m8_tryagain | → | dromies | 10 | |
| 11 | dromies | → | m8_neirizz | 10 | |
| 12 | nightbot | → | dromies | 10 |
LETS GO
si jamais y'a itachi qui casse ton setup @Gotaga *
ça y est tu as eu ta valise @Gotaga
@Gotaga itachi a flingué ton setup a la Gcorp
@gotaga l’annonce à quel heure ?
@Gotaga ta changer de caleçon ?
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 | !scuf | ×1411 | 859 | 98m→437m | ORGANIC |
| CMD | !bracket | ×287 | 263 | 25m→432m | ORGANIC |
| LINK | breakingpoint.gg | ×266 | 2 | 7m→432m | BOT TIMER |
| LINK | twitch.tv | ×49 | 1 | 7m→437m | BOT TIMER |
| LINK | bit.ly | ×44 | 1 | 12m→437m | BOT TIMER |
| CMD | !tcg | ×38 | 28 | 84m→426m | ORGANIC |
| LINK | youtu.be | ×36 | 1 | 7m→437m | BOT TIMER |
| LINK | x.com | ×28 | 1 | 426m→431m | ORGANIC |
| LINK | gentlemates.com | ×26 | 1 | 12m→431m | BOT TIMER |
| CMD | !scuff | ×17 | 8 | 103m→437m | ORGANIC |
| CMD | !braket | ×16 | 16 | 1m→358m | ORGANIC |
| CMD | !annonce | ×15 | 14 | 39m→230m | ORGANIC |
| LINK | gotaga.tv | ×14 | 1 | 33m→416m | BOT TIMER |
| CMD | !classement | ×13 | 10 | 7m→391m | 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
Gotaga's Call of Duty: Black Ops 7 stream "🏆 WORLDS COD - On joue vers 1h contre Optic en direct de Las Vegas #CODChamps" on Jul 17, 2026 generated 51,654 messages from 10,709 unique chatters (117.4 msgs/min average, peaking at 619/min). Sentiment ran 3,018 positive vs 1,197 negative, and the top keyword was "pour" (×2085). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.