FULL STREAM INTELLIGENCE · Call of Duty: Black Ops 7
Jul 18, 2026 · VOD 2823188699
keyword lexicon heuristic · not a language model
44 first-time chatters in one minute (raid-like influx)
38 emote msgs — ×4.8 the average
35 emote msgs — ×4.4 the average
39 emote msgs — ×4.9 the average
40 emote msgs — ×5.1 the average
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 616 | 1.00 | known | known bot account |
| tcoolman9013 | 22 | 0.45 | medium | repeated one message ×16 (73% of output) |
| erprinsen | 20 | 0.45 | medium | repeated one message ×13 (65% of output) |
| reema2711 | 19 | 0.45 | medium | repeated one message ×15 (79% of output) |
| emby21_ | 14 | 0.45 | medium | repeated one message ×8 (57% of output) |
| sarah__nade_ | 12 | 0.45 | medium | repeated one message ×9 (75% of output) |
| posidonsbounty1 | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| coyote_carniceiro | 10 | 0.45 | medium | repeated one message ×9 (90% of output) |
| icemanzn | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| b4nd1t0o | 9 | 0.45 | medium | repeated one message ×9 (100% of output) |
| pettydahoopa | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| ramirez_213 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| waffles6787 | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| samuraijackgames14 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| minus_fire | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
PogChamp PogChamp
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL lu
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
@CallofDuty_Esports fix command !bracket
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| # | Chatter | Badges | Msgs | Activity 0m→527m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 616 | 2.6% | |
| 02 | LoreAccurateV | 431 | 1.8% | ||
| 03 | hip_0_o | 310 | 1.3% | ||
| 04 | cl0udymagic | 288 | 1.2% | ||
| 05 | Prestigiousss | 237 | 1.0% | ||
| 06 | slickrick2789 | 185 | 0.8% | ||
| 07 | oshay6eight0 | 140 | 0.6% | ||
| 08 | chrisflow219 | 139 | 0.6% | ||
| 09 | SquidleyAdams | 128 | 0.5% | ||
| 10 | xxalexamariie | 124 | 0.5% | ||
| 11 | Chemiical_alert | 123 | 0.5% | ||
| 12 | ghostwrld999x | 108 | 0.5% | ||
| 13 | ZachSRV | 107 | 0.5% | ||
| 14 | Itzzsabz | 105 | 0.4% | ||
| 15 | hawkisgoates | 104 | 0.4% | ||
| 16 | 8vbFPS | 103 | 0.4% | ||
| 17 | im_perspiration | 100 | 0.4% | ||
| 18 | Explicit_xDub | 98 | 0.4% | ||
| 19 | nothavingfun81 | 98 | 0.4% | ||
| 20 | freshlygardened | 91 | 0.4% |
first-message arrivals · 0m → 527m
57 joined in the first 2 minutes = 1% of all chatters
PogChamp PogChamp
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL lu
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
@CallofDuty_Esports fix command !bracket
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bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRa
@eteni_bv nah it’s jensel4Girlypoppepe jensel4Girlypoppepe jensel4Girlypoppepe jensel4Girlypoppepe jensel4Lfgggg jensel4
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !drops | ×431 | 328 | 1m→524m | VIRAL |
| 02 | Earn Drops by watching on the Call of Duty Esports Twitch Channel: https://www.twitch.tv/callofduty_esports | ×401 | 1 | 1m→524m | NICHE |
| 03 | !bracket | ×60 | 58 | 20m→522m | VIRAL |
| 04 | PewPewPew | ×46 | 36 | 6m→499m | VIRAL |
| 05 | EWCcrush | ×40 | 32 | 2m→521m | VIRAL |
| 06 | CDL 2026 schedule: https://callofdutyleague.com/en-us/schedule | ×38 | 1 | 29m→523m | NICHE |
| 07 | !schedule | ×37 | 33 | 29m→523m | VIRAL |
| 08 | GREEN WALL | ×30 | 23 | 2m→511m | VIRAL |
| 09 | GREEN | ×25 | 18 | 148m→518m | VIRAL |
| 10 | !beta | ×22 | 20 | 4m→483m | VIRAL |
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL lu
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
fifakillShed fifakillSgang fifakillShed fifakillSgang fifakillShed fifakillSgang fifakillShed fifakillSgang fifakillShed
bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRavedance bvmp1nRa
@eteni_bv nah it’s jensel4Girlypoppepe jensel4Girlypoppepe jensel4Girlypoppepe jensel4Girlypoppepe jensel4Lfgggg jensel4
man sit down lol
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
228 super-active users (5.2% of chatters) wrote 46% of all messages
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | hip_0_o | → | migoxreaper | 20 | |
| 02 | nightbot | → | codleague | 17 | |
| 03 | nightbot | → | cod_esports | 17 | |
| 04 | shotbynish | → | dre_bunz | 17 | |
| 05 | migoxreaper | → | hip_0_o | 16 | |
| 06 | its_dane2002 | → | hip_0_o | 12 | |
| 07 | torementt | → | itgym | 12 | |
| 08 | prestigiousss | → | xxalexamariie | 12 | |
| 09 | xxalexamariie | → | prestigiousss | 11 | |
| 10 | im_perspiration | → | oscardaskywalker | 11 | |
| 11 | prestigiousss | → | king_sheppo | 11 | |
| 12 | hip_0_o | → | travisp459 | 10 |
PogChamp PogChamp
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL luvlexSussy msviscBABYOIL lu
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
@CallofDuty_Esports fix command !bracket
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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 | !drops | ×447 | 333 | 1m→524m | ORGANIC |
| LINK | twitch.tv | ×401 | 1 | 1m→524m | BOT TIMER |
| LINK | callofdutyleague.com | ×92 | 1 | 5m→523m | BOT TIMER |
| CMD | !bracket | ×60 | 58 | 20m→522m | ORGANIC |
| CMD | !schedule | ×39 | 34 | 29m→523m | ORGANIC |
| CMD | !beta | ×29 | 24 | 4m→483m | ORGANIC |
| LINK | axs.com | ×17 | 1 | 24m→510m | BOT TIMER |
| LINK | eu.surveymonkey.com | ×17 | 1 | 25m→504m | BOT TIMER |
| CMD | !rewards | ×17 | 16 | 36m→409m | ORGANIC |
| LINK | callofduty.com | ×9 | 1 | 3m→483m | BOT TIMER |
| LINK | jlab.gg | ×9 | 1 | 10m→490m | BOT TIMER |
| LINK | bit.ly | ×9 | 1 | 16m→496m | BOT TIMER |
| CMD | !mw4 | ×7 | 7 | 255m→304m | ORGANIC |
| CMD | !time | ×4 | 4 | 277m→368m | 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
CallofDuty_Esports's Call of Duty: Black Ops 7 stream "Call of Duty League Championship Weekend | Day 3" on Jul 18, 2026 generated 23,727 messages from 4,362 unique chatters (44.9 msgs/min average, peaking at 342/min). Sentiment ran 2,130 positive vs 196 negative, and the top keyword was "optic" (×1521). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.