scump — Call of Duty: Black Ops 7 stream analytics — Jul 19, 2026

FULL STREAM INTELLIGENCE · Call of Duty: Black Ops 7

Jul 19, 2026 · VOD 2824115893

Chat mood & viewers

23,957 MSGS

Positive

1,956

8.2% of msgs

Negative

196

0.8% of msgs

Neutral

21,805

91.0% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,956 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

14:00-0.04→0.21Δ+0.25

Mood regime · per minute

206 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

206 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

28:00EMOTES×8.3clip suggested Watch VOD
70 emote msgs — ×8.3 the average
- llx92ll: scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag
- xsouthpaw2020x: WALLLLLLLL scumpOT scumpOT scumpOT scumpOT scumpOT scumpOT scumpOT scumpOT scump
30:00EMOTES×5.7clip suggested Watch VOD
48 emote msgs — ×5.7 the average
- killabee1025: LET'S GOOOOOOOOOOO #GREENWALLLLLLLLLLLL
- AddictionIm: the bass from the speakers lol
31:00EMOTES×24.4clip suggested Watch VOD
206 emote msgs — ×24.4 the average
- highzenberg0: scumpOG scumpOG scumpOG scumpOG scumpOG
- Miggamok: scumpOT_TK scumpOT_TK scumpOT_TK scumpOT_TK scumpOT_TK
32:00EMOTES×5.9clip suggested Watch VOD
50 emote msgs — ×5.9 the average
- JRich0: scumpBanana
- sp3cter_69: scumpOT scumpOT scumpOT scumpOT scumpOT scumpOT scumpOT
44:00EMOTES×5.8clip suggested Watch VOD
49 emote msgs — ×5.8 the average
- Revitalizer: GREEEEEEN
- Not_Jaybo: GO NEW ALL G

Keyword tracker

TOP 14

cash3,555
faze762
this760
they750
optic733
that716
dashy526
just486
shit393
fucking371
like363
fuck338
boys331
what331

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	177	1.00	known	known bot account
bzbugz	12	0.70	high	repeated one message ×6 (50% of output) · 12 msgs/min sustained
dreamercuz	25	0.55	medium	15 messages fired <2s apart · 19.7 msgs/min sustained
cashapp	16	0.55	medium	15 messages fired <2s apart · 16 msgs/min sustained
tiktok_steezy	83	0.45	medium	repeated one message ×42 (51% of output)
shalumpski	40	0.45	medium	repeated one message ×30 (75% of output)
cam70444	37	0.45	medium	repeated one message ×19 (51% of output)
rcdrummer	15	0.45	medium	repeated one message ×8 (53% of output)
do0tle	13	0.45	medium	repeated one message ×8 (62% of output)
smokey_duh_bear	11	0.45	medium	repeated one message ×7 (64% of output)
the__llamaz	11	0.45	medium	repeated one message ×10 (91% of output)
bbrutxl	9	0.45	medium	repeated one message ×5 (56% of output)
dailyyerks	9	0.45	medium	repeated one message ×6 (67% of output)
carnage_pov	9	0.45	medium	repeated one message ×7 (78% of output)
uknosquishy	9	0.45	medium	repeated one message ×5 (56% of output)

Emote pulse

TOP 8

scumpOTXflag4,918
scumpOT1,952
scumpOG1,420
scumpOGflag1,318
scumpOG2514
scumpW406
scumpNuke338
timtomlNomamasway292

Evidence tape

6 MSGS

00:00GlidergirrlOPENER
scumpOGflag scumpOGflag scumpOGflag scumpOGflag scumpOGflag
03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
05:00ceod2029PING
@scump hello
08:00yelsmaw97PING
Thoughts on challengers win @scump
11:00xguggiPING
@scump did you see temp clips?
12:00SharkButt32PING
@scump we banned Den HP

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

m0vementdem0n

MSGS
SENT

FIRST SEEN 16:00 · 0.9% OF ALL CHATSUB

Unique chatters

5,644

2% of viewers

Msgs / chatter

4.2

23,957 msgs total

From subs

16%

3,794 msgs

Bots filtered

177 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS11% OF CHAT

#	Chatter	Badges	Msgs	Share
01	m0vementdem0n	SUB	225	0.9%
02	oxahgen		203	0.8%
03	Not_Jaybo		179	0.7%
04	Nightbot	MODBOT	177	0.7%
05	sin_szn		177	0.7%
06	Fuze		169	0.7%
07	Furny		143	0.6%
08	Nomtiq		137	0.6%
09	Supreme_Zero		129	0.5%
10	apoetry		126	0.5%
11	spadeTFF		116	0.5%
12	arc______________________		111	0.5%
13	Itzzsabz		107	0.4%
14	whokit		105	0.4%
15	daltzzx		103	0.4%
16	dennissupersaiya		93	0.4%
17	Jlonny	SUB	92	0.4%
18	efimosii		91	0.4%
19	ScratchhandSniff		87	0.4%
20	xview_	SUB	87	0.4%

User types · badge mix

159 BADGES

PREMIUM4,438 · 19%
SUBSCRIBER3,752 · 16%
TURBO2,544 · 11%
PREDICTIONS1,481 · 6%
EWC-2026-DIAMOND828 · 3%
RAGING-WOLF-HELM554 · 2%
TWITCH-RECAP-2023524 · 2%
TWITCH-RECAP-2025498 · 2%

New chatters · arrival curve

5644 TOTAL

first-message arrivals · 0m → 205m

149 joined in the first 2 minutes = 3% of all chatters

Returning

1054

≥5 msgs sent

One-and-done

2740

single message

Most mentioned

857 @s

@scump53 · 49u
@shhootterr19 · 11u
@m0vementdem0n14 · 12u
@fuze14 · 11u
@scrixptsszn13 · 6u
@sin_szn13 · 9u
@arc______________________12 · 9u
@supreme_zero11 · 6u

Top interactors

WHO PINGS MOST

arc______________________32
fuze21
scrixptsszn17
m0vementdem0n15
shhootterr11
supreme_zero11
furny11
koios50310

Chat tape

NOTABLE MSGS

00:00GlidergirrlOPENER
scumpOGflag scumpOGflag scumpOGflag scumpOGflag scumpOGflag
03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
05:00ceod2029PING
@scump hello
08:00yelsmaw97PING
Thoughts on challengers win @scump
11:00xguggiPING
@scump did you see temp clips?
12:00SharkButt32PING
@scump we banned Den HP
13:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
14:00DuhnjayPING
breaking point tweet @scump

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

1,665 msgs

Top 50 chatters

19%

4,623 msgs

Remaining

5594

share 81%

TOP 10 · 7%REST · 5634 CHATTERS · 93%

scumpOTXflag ×4918scumpOT ×1952scumpOG ×1420scumpOGflag ×1318scumpOG2 ×514scumpW ×406scumpNuke ×338timtomlNomamasway ×292zoomaaOPTIC ×272methodzGW ×218

Emote volume

MSGS W/ EMOTES

Of all messages

7.3%

23,957 msgs scanned

Emote codes

14,268 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

3,056

9,651

7,421

2,952

744

133

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

Median

14 ch

P90

53 ch

Max

360 ch

Chat DNA

% OF ALL MSGS

Caps rage

15.0%

3,587 msgs

Questions

3.7%

882 msgs

Mentions

3.6%

855 @calls

Commands

0.4%

87 !calls

CAPS15.0%
QUESTIONS3.7%
MENTIONS3.6%
COMMANDS0.4%

Top multiplier

#1 EMOTE

scumpOTXflag

official emote · per-minute flow

02scumpOT×1952
03scumpOG×1420
04scumpOGflag×1318

Emote leaderboard

OFFICIAL7TV-STYLE

scumpOTXflag×4,918
scumpOT×1,952
scumpOG×1,420
scumpOGflag×1,318
scumpOG2×514
scumpW×406
scumpNuke×338
timtomlNomamasway×292
zoomaaOPTIC×272
methodzGW×218
mbozeOTXFlag×214
LUL×200
dashyOTXFlag×154
methodzOTX×154
shotzzyGreenwall×144
dashyGW×142

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	×2358	1652	48m→176m	VIRAL
02	cash app	×665	462	50m→176m	VIRAL
03	Cash app	×311	228	50m→176m	VIRAL
04	scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag	×87	25	1m→192m	VIRAL
05	CASH APP	×67	59	50m→175m	VIRAL
06	cashapp	×62	52	48m→177m	VIRAL
07	scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag	×60	25	4m→173m	VIRAL
08	scumpOTXflag scumpOTXflag scumpOTXflag scumpOTXflag	×59	19	1m→203m	VIRAL
09	WALL	×58	44	1m→177m	VIRAL
10	NICE	×48	25	40m→188m	VIRAL

Keyword cloud

TOP 18 TOKENS

cash₃₅₅₅faze₇₆₂this₇₆₀they₇₅₀optic₇₃₃that₇₁₆dashy₅₂₆just₄₈₆shit₃₉₃fucking₃₇₁like₃₆₃fuck₃₃₈boys₃₃₁what₃₃₁subscribed₃₂₈over₃₂₃with₃₁₈crowd₂₈₅

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
13:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
24:00NightbotWALL
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
43:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
54:00NightbotWALL
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

5,644 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

20%

56 users

Top 5%

43%

282 users

Top 10%

56%

564 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 msg2,740USERS2,740MSGS11.4%
2-4 msgs1,850USERS4,818MSGS20.1%
5-19 msgs851USERS7,444MSGS31.1%
20+ msgs203USERS8,955MSGS37.4%

203 super-active users (3.6% of chatters) wrote 37% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@scump53 · by 49 users
@shhootterr19 · by 11 users
@m0vementdem0n14 · by 12 users
@fuze14 · by 11 users
@scrixptsszn13 · by 6 users
@sin_szn13 · by 9 users
@arc______________________12 · by 9 users
@supreme_zero11 · by 6 users
@itzsaccoo8 · by 8 users
@bulletsosvn8 · by 7 users

Top interactors

WHO REACHES OUT

arc______________________32 sent
fuze21 sent
scrixptsszn17 sent
m0vementdem0n15 sent
shhootterr11 sent
supreme_zero11 sent
furny11 sent
koios50310 sent
whokit10 sent
codywithaqueue8 sent

Badge mix

TOP 8

PREMIUM4438 · 19%
SUBSCRIBER3752 · 16%
TURBO2544 · 11%
PREDICTIONS1481 · 6%
EWC-2026-DIAMOND828 · 3%
RAGING-WOLF-HELM554 · 2%
TWITCH-RECAP-2023524 · 2%
TWITCH-RECAP-2025498 · 2%

Core community

167

≥3 interactions

Drive-by

2,624

1 msg · 0 interactions

Mentions

857

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	supreme_zero	→	scrixptsszn	8
02	scrixptsszn	→	shhootterr	7
03	scrixptsszn	→	supreme_zero	6
04	koios503	→	sin_szn	5
05	sin_szn	→	koios503	4
06	itzloxy	→	alt_slash	4
07	seafeeds	→	ob3world	3
08	reticularxtricks	→	arc______________________	3
09	alt_slash	→	itzloxy	3
10	tightlinescollectibles	→	replyordye	3
11	xsomelamenamex	→	m0vementdem0n	3
12	dmoneyindustry	→	thomaswasnthere	3

Chat tape

NOTABLE MESSAGES

00:00GlidergirrlOPENER
scumpOGflag scumpOGflag scumpOGflag scumpOGflag scumpOGflag
03:00NightbotWALL
Tired eyes? The Oakley Gaming Collection has you covered. With headset-compatible, wider frames for an optimized field o
05:00ceod2029PING
@scump hello
08:00yelsmaw97PING
Thoughts on challengers win @scump
11:00xguggiPING
@scump did you see temp clips?
12:00SharkButt32PING
@scump we banned Den HP

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

0.63

0 = broad, 1 = few voices

Loyal chatters

1054

≥5 msgs

Sub messages

16%

paying-fan share

Brand safety

MEASURED · LEXICON

CSafety grade

Score / 100

PROFANITY4.4%
CAPS RAGE15.0%
SPAM/PASTA17.2%
BOT MSGS0.7%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	optic.link	×28	1	11m→204m	BOT TIMER
LINK	oakley.com	×21	1	3m→204m	BOT TIMER
CMD	!mc	×19	18	59m→174m	ORGANIC
LINK	youtube.com	×14	1	8m→203m	BOT TIMER
LINK	prizepicks.onelink.me	×14	1	8m→204m	BOT TIMER
CMD	!drops	×12	12	2m→192m	ORGANIC
LINK	bit.ly	×11	1	7m→203m	BOT TIMER
CMD	!bracket	×8	8	10m→201m	ORGANIC
LINK	callofdutyleague.com	×8	1	10m→201m	BOT TIMER
CMD	!score	×4	4	56m→175m	ORGANIC
CMD	!series	×4	4	125m→172m	ORGANIC
CMD	!cashapp	×2	2	17m→174m	ORGANIC
CMD	!mpc	×2	2	26m→175m	ORGANIC
CMD	!sens	×2	2	46m→66m	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

ES0.8%
EN22.4%
OTHER / EMOTE-ONLY76.7%

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 23,957CHATTERS 5644POS 1,956NEG 196TOP KEYWORD “CASH” ×3555GINI 0.629BOTS 15PEAK ×24.4 @ 31m

scump's Call of Duty: Black Ops 7 stream "🔴LIVE - CHAMPS GRAND FINALS WATCH PARTY!! OpTic TEXAS vs FAZE VEGAS - CDL CHAMPS VEGAS DAY 4" on Jul 19, 2026 generated 23,957 messages from 5,644 unique chatters (116.3 msgs/min average, peaking at 610/min). Sentiment ran 1,956 positive vs 196 negative, and the top keyword was "cash" (×3555). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

scump stream analytics summary