scump — Call of Duty: Black Ops 7 stream analytics — Jul 18, 2026

FULL STREAM INTELLIGENCE · Call of Duty: Black Ops 7

Jul 18, 2026 · VOD 2823199701

Chat mood & viewers

27,931 MSGS

Positive

2,178

7.8% of msgs

Negative

149

0.5% of msgs

Neutral

25,604

91.7% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,178 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

28:000.08→0.60Δ+0.52
29:000.60→0.14Δ-0.46
162:000.36→0.00Δ-0.36
73:000.40→0.09Δ-0.31
72:000.10→0.40Δ+0.30
88:000.00→0.29Δ+0.29

Mood regime · per minute

506 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

506 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

133:00INFLUX×7.8clip suggested Watch VOD
89 first-time chatters in one minute (raid-like influx)
- annoyed____: womp womp womp
- vin97_: L FUCKING READER
167:00EMOTES×18.1clip suggested Watch VOD
71 emote msgs — ×18.1 the average
- SimplyJonny9: scumpOG scumpOG scumpOG scumpOG scumpOG scumpOG scumpOG scumpOG scumpMask
- sonahtarush: its hot ash in Jersey right now
168:00EMOTES×7.6clip suggested Watch VOD
30 emote msgs — ×7.6 the average
- ninjalifex: scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag sc
- rashkind1: zoomaaBANG2 zoomaaBANG2 zoomaaBANG2
177:00EMOTES×8.9clip suggested Watch VOD
35 emote msgs — ×8.9 the average
- teddyzdeath: C E O xecSalute
- superkillyou115: scumpOT scumpOTXflag scumpOT scumpOT scumpOTXflag scumpOT
195:00INFLUX×9.4clip suggested Watch VOD
108 first-time chatters in one minute (raid-like influx)
- CoconutLimabean: CMON BOYS
- TMiiike: BANGOUT OF DOOM

Keyword tracker

TOP 14

cash3,310
that1,073
optic973
this893
they838
faze524
just521
like474
with469
what449
subscribed438
play437
shit422
good383

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	385	1.00	known	known bot account
dr_french_toast	16	0.55	medium	14 messages fired <2s apart · 16 msgs/min sustained
mcjungle	16	0.55	medium	14 messages fired <2s apart · 16 msgs/min sustained
demonorphan	11	0.55	medium	10 messages fired <2s apart · 11 msgs/min sustained
wamie_nu	11	0.55	medium	9 messages fired <2s apart · 8.6 msgs/min sustained
halogxnn	11	0.55	medium	3 messages fired <2s apart · 11 msgs/min sustained
rozexo_	20	0.45	medium	repeated one message ×12 (60% of output)
moneybaggio	16	0.45	medium	repeated one message ×8 (50% of output)
zscopezog	16	0.45	medium	repeated one message ×8 (50% of output)
theperkith	11	0.45	medium	repeated one message ×6 (55% of output)
cjwuman	11	0.45	medium	repeated one message ×8 (73% of output)
theogmenma	10	0.45	medium	repeated one message ×6 (60% of output)
vizmah	9	0.45	medium	repeated one message ×5 (56% of output)
rlmace	9	0.45	medium	repeated one message ×5 (56% of output)
ohzenzo	8	0.45	medium	repeated one message ×5 (63% of output)

Emote pulse

TOP 8

scumpOTXflag4,730
scumpOT1,272
scumpOGflag1,188
scumpOG1,124
scumpNuke700
LUL516
scumpWorm270
scumpOG2266

Evidence tape

6 MSGS

00:00LakusOPENER
W
03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
05:00lilxe1216xPING
was good boys @scump
08:00xTexasTVPING
What time would OpTic play tonight if a fluke happens at 5 PM? @scump
08:00olliebaldwin04PING
@scump Miami did the same
10:00Prim3valPING
@scump 5 gifted if you get Nade on the party and ask him his thoughts on Scrap dropping the worst KD in champs history a

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump506 min · 370,555 views

Chat rate · per minute

H 521AVG 55.26 PEAKS

burst heat · 0m → 505m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

01195:00 · 316 msgs×5.7
trending: “that”
- CoconutLimabean: CMON BOYS
- TMiiike: BANGOUT OF DOOM
- dennissupersaiya: Get in there
02221:00 · 283 msgs×5.1
trending: “Cash”
- cosmicchrisgaming: huntsmen got this brother!!
- FOOSHCA: Cash App ͏
- ReZyJ: CASH MY APP NOW SCUMPII
03270:00 · 287 msgs×5.2
trending: “the”
- ShotzzysIQ: embarrassing out of ant hour and 30 min series for nothing
- xTexasTV: Faze just cant miss
- PaulieTK0: that one chatter that said faze wouldnt come back is so pissed lmao
04418:00 · 309 msgs×5.6
trending: “Cash”
- Toirtle: Cash App ͏
- N9NESTEIN187: how do you like on steam lol
- lvkamikadze: 3am in UK still watching the boys to keep the dream alive for 3pt
05420:00 · 521 msgs×9.4
trending: “Cash”
- Nightbot: OTX 3 - 3 LAT
- feelingwarm: 500 gifted each for each shot
- ProveTheDon: mbozeOTXFlag
06495:00 · 315 msgs×5.7
trending: “OpTicWin”
- micwillian: just 18 secs left
- playboi_pfeif: huke is on one
- sin_szn: huke is insane

Chat tape · highlights

00:00LakusOPENER
W
03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
05:00lilxe1216xPING
was good boys @scump
08:00xTexasTVPING
What time would OpTic play tonight if a fluke happens at 5 PM? @scump
08:00olliebaldwin04PING
@scump Miami did the same
10:00Prim3valPING
@scump 5 gifted if you get Nade on the party and ask him his thoughts on Scrap dropping the worst KD in champs history a
11:00spadeTFFPING
@scump Omit vs omit shi confusing me
15:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o

Top chatter

RANK 01

Not_Jaybo

MSGS
SENT

FIRST SEEN 177:00 · 1.5% OF ALL CHAT

Unique chatters

5,808

2% of viewers

Msgs / chatter

4.8

27,931 msgs total

From subs

17%

4,629 msgs

Bots filtered

385 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS13% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Not_Jaybo		413	1.5%
02	Itzzsabz		407	1.5%
03	Nightbot	MODBOT	385	1.4%
04	sin_szn		319	1.1%
05	iEnvyVoid_		218	0.8%
06	Fuze		215	0.8%
07	raqozo	MOD	211	0.8%
08	spadeTFF		175	0.6%
09	itzSaccoo		152	0.5%
10	oMiXeY		136	0.5%
11	shhootterr	SUB	119	0.4%
12	oxahgen		118	0.4%
13	MezaxPlays		118	0.4%
14	slipnslide87		114	0.4%
15	DanLGG	SUB	112	0.4%
16	2ProficientTV		110	0.4%
17	TMiiike		109	0.4%
18	feelingwarm	SUB	108	0.4%
19	efimosii		103	0.4%
20	Rezzeii	SUB	99	0.4%

User types · badge mix

167 BADGES

PREMIUM5,275 · 19%
SUBSCRIBER4,528 · 16%
TURBO2,655 · 10%
PREDICTIONS1,812 · 6%
EWC-2026-DIAMOND1,099 · 4%
MODERATOR836 · 3%
RAGING-WOLF-HELM610 · 2%
SUB-GIFTER593 · 2%

New chatters · arrival curve

5808 TOTAL

first-message arrivals · 0m → 505m

110 joined in the first 2 minutes = 2% of all chatters

Returning

1113

≥5 msgs sent

One-and-done

2814

single message

Most mentioned

2,121 @s

@scump110 · 79u
@itzsaccoo38 · 24u
@supreme_zero29 · 12u
@2proficienttv27 · 10u
@shhootterr27 · 11u
@beansaii_25 · 10u
@stratwx23 · 3u
@raqozo22 · 14u

Top interactors

WHO PINGS MOST

2proficienttv41
ienvyvoid_32
raqozo31
scrixptsszn30
stratwx30
masonhotel29
shhootterr28
vezpaa_28

Chat tape

NOTABLE MSGS

00:00LakusOPENER
W
03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
05:00lilxe1216xPING
was good boys @scump
08:00xTexasTVPING
What time would OpTic play tonight if a fluke happens at 5 PM? @scump
08:00olliebaldwin04PING
@scump Miami did the same
10:00Prim3valPING
@scump 5 gifted if you get Nade on the party and ask him his thoughts on Scrap dropping the worst KD in champs history a
11:00spadeTFFPING
@scump Omit vs omit shi confusing me
15:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

2,631 msgs

Top 50 chatters

22%

6,125 msgs

Remaining

5758

share 78%

TOP 10 · 9%REST · 5798 CHATTERS · 91%

scumpOTXflag ×4730scumpOT ×1272scumpOGflag ×1188scumpOG ×1124scumpNuke ×700LUL ×516scumpWorm ×270scumpOG2 ×266evanfFIRST ×260evanfDD ×244

Emote volume

MSGS W/ EMOTES

Of all messages

7.1%

27,931 msgs scanned

Emote codes

13,080 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

3,389

10,537

8,950

3,726

1,114

215

1-56-1516-4041-8081-160160+

Median

16 ch

P90

58 ch

Max

360 ch

Chat DNA

% OF ALL MSGS

Caps rage

12.3%

3,444 msgs

Questions

5.3%

1,470 msgs

Mentions

7.6%

2,129 @calls

Commands

0.5%

153 !calls

CAPS12.3%
QUESTIONS5.3%
MENTIONS7.6%
COMMANDS0.5%

Top multiplier

#1 EMOTE

scumpOTXflag

official emote · per-minute flow

02scumpOT×1272
03scumpOGflag×1188
04scumpOG×1124

Emote leaderboard

OFFICIAL7TV-STYLE

scumpOTXflag×4,730
scumpOT×1,272
scumpOGflag×1,188
scumpOG×1,124
scumpNuke×700
LUL×516
scumpWorm×270
scumpOG2×266
evanfFIRST×260
evanfDD×244
zoomaaOPTIC×192
shotzzyLFG×178
scumpHuntsmen×174
mbozeOTXFlag×168
dashyBruce×136
methodzOTX×132

bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	Cash App	×2268	1643	5m→467m	VIRAL
02	cash app	×500	380	15m→485m	VIRAL
03	Cash app	×233	192	56m→425m	VIRAL
04	scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag	×101	23	0m→504m	VIRAL
05	WALL	×97	69	1m→496m	VIRAL
06	CASH APP	×93	65	132m→426m	VIRAL
07	Engine	×81	73	130m→359m	VIRAL
08	Major 4 Bracket -> https://www.callofdutyleague.com/en-us/schedule?tab=bracket	×71	1	21m→500m	NICHE
09	!bracket	×71	63	32m→500m	VIRAL
10	NICE MASE	×71	49	182m→494m	VIRAL

Keyword cloud

TOP 18 TOKENS

cash₃₃₁₀that₁₀₇₃optic₉₇₃this₈₉₃they₈₃₈faze₅₂₄just₅₂₁like₄₇₄with₄₆₉what₄₄₉subscribed₄₃₈play₄₃₇shit₄₂₂good₃₈₃opticwin₃₈₀boys₃₆₃falcons₃₅₀lmao₃₄₈

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
15:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
23:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
33:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
44:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
53:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
63:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o

User colors

TOP 16

Participation inequality

5,808 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

24%

58 users

Top 5%

48%

290 users

Top 10%

60%

581 users

Community split

SHARE OF CHATTERS

CORE

DRIVE-BY

Lorenz curve · cumulative share

USERS → MESSAGES

DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT

User tiers · who carries the chat

4 TIERS

1 msg2,814USERS2,814MSGS10.1%
2-4 msgs1,881USERS4,934MSGS17.7%
5-19 msgs868USERS7,562MSGS27.1%
20+ msgs245USERS12,621MSGS45.2%

245 super-active users (4.2% of chatters) wrote 45% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@scump110 · by 79 users
@itzsaccoo38 · by 24 users
@supreme_zero29 · by 12 users
@2proficienttv27 · by 10 users
@shhootterr27 · by 11 users
@beansaii_25 · by 10 users
@stratwx23 · by 3 users
@raqozo22 · by 14 users
@btzn22 · by 5 users
@scrixptsszn19 · by 8 users

Top interactors

WHO REACHES OUT

2proficienttv41 sent
ienvyvoid_32 sent
raqozo31 sent
scrixptsszn30 sent
stratwx30 sent
masonhotel29 sent
shhootterr28 sent
vezpaa_28 sent
feelingwarm26 sent
beansaii_25 sent

Badge mix

TOP 8

PREMIUM5275 · 19%
SUBSCRIBER4528 · 16%
TURBO2655 · 10%
PREDICTIONS1812 · 6%
EWC-2026-DIAMOND1099 · 4%
MODERATOR836 · 3%
RAGING-WOLF-HELM610 · 2%
SUB-GIFTER593 · 2%

Core community

371

≥3 interactions

Drive-by

2,628

1 msg · 0 interactions

Mentions

2,121

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	2proficienttv	→	stratwx	19
02	stratwx	→	2proficienttv	15
03	pandaiu	→	btzn	15
04	vezpaa_	→	armadah716	14
05	armadah716	→	vezpaa_	13
06	scrixptsszn	→	shhootterr	12
07	scrixptsszn	→	supreme_zero	11
08	justjackjones	→	beansaii_	11
09	beansaii_	→	justjackjones	11
10	btzn	→	pandaiu	11
11	shhootterr	→	scrixptsszn	8
12	xsomelamenamex	→	loljexi	7

Chat tape

NOTABLE MESSAGES

00:00LakusOPENER
W
03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
05:00lilxe1216xPING
was good boys @scump
08:00xTexasTVPING
What time would OpTic play tonight if a fluke happens at 5 PM? @scump
08:00olliebaldwin04PING
@scump Miami did the same
10:00Prim3valPING
@scump 5 gifted if you get Nade on the party and ask him his thoughts on Scrap dropping the worst KD in champs history a

Social share card

This is the exact image link unfurlers render when this stream is shared.

↓ Download card (1200×630)

Ad equivalence

DEMO

no viewer track captured

Engagement quality

MEASURED

Viewers who chat

Msgs / viewer

0.1

chat depth

Community gini

0.67

0 = broad, 1 = few voices

Loyal chatters

1113

≥5 msgs

Sub messages

17%

paying-fan share

Brand safety

MEASURED · LEXICON

CSafety grade

Score / 100

PROFANITY3.4%
CAPS RAGE12.3%
SPAM/PASTA14.3%
BOT MSGS1.4%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	callofdutyleague.com	×74	1	21m→500m	BOT TIMER
CMD	!bracket	×72	64	21m→500m	ORGANIC
LINK	optic.link	×64	1	1m→494m	BOT TIMER
LINK	oakley.com	×51	1	3m→503m	BOT TIMER
LINK	youtube.com	×33	1	14m→494m	BOT TIMER
LINK	prizepicks.onelink.me	×33	1	14m→494m	BOT TIMER
LINK	bit.ly	×23	1	13m→493m	BOT TIMER
CMD	!mc	×22	17	54m→477m	ORGANIC
CMD	!drops	×17	17	3m→412m	ORGANIC
CMD	!schedule	×3	3	50m→199m	ORGANIC
CMD	!sens	×3	3	51m→456m	ORGANIC
CMD	!cashapp	×2	2	2m→403m	ORGANIC
CMD	!optic	×2	2	145m→350m	ORGANIC
CMD	!shop	×2	2	161m→296m	ORGANIC

Sponsor lift · ad-read impact

DEMO

Chat echoes per minute around a sponsored read — spikes ×6 at the mention, decays in ~4 min. Real version needs a same-session viewer track + labeled ad window.

Audience language

MEASURED

ES1.1%
EN24.9%
OTHER / EMOTE-ONLY74.0%

language of written messages · emote-only spam excluded from ES/EN

Audience overlap

DEMO

streamer_alpha34% shared
streamer_beta21% shared
streamer_gamma9% shared
streamer_delta4% shared

shared active chatters · real version needs chat dumps of candidate streamers

Growth track

DEMO

Followers / wk

+2,100

last week

Streams / wk

5.2

±1h start time

real version fetches channel history via twitchtracker / helix

MSGS 27,931CHATTERS 5808POS 2,178NEG 149TOP KEYWORD “CASH” ×3310GINI 0.665BOTS 15PEAK ×20 @ 420m

scump's Call of Duty: Black Ops 7 stream "SCUMP WATCH PARTY!! OpTic TEXAS vs FAZE VEGAS | CDL CHAMPS VEGAS DAY 3" on Jul 18, 2026 generated 27,931 messages from 5,808 unique chatters (55.2 msgs/min average, peaking at 521/min). Sentiment ran 2,178 positive vs 149 negative, and the top keyword was "cash" (×3310). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

scump stream analytics summary