PlaqueBoyMax — Streamer University stream analytics — Jul 15, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 15, 2026 · VOD 2820979490

Chat mood & viewers

236,602 MSGS

Positive

22,345

9.4% of msgs

Negative

1,995

0.8% of msgs

Neutral

212,262

89.7% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

22,345 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

835:000.31→-0.24Δ-0.55
166:00-0.03→0.34Δ+0.37
1003:000.11→-0.22Δ-0.33
673:00-0.15→0.16Δ+0.31
906:000.14→0.42Δ+0.28
134:000.32→0.05Δ-0.27

Mood regime · per minute

1005 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

1005 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

01:00EMOTES×12.8clip suggested Watch VOD
91 emote msgs — ×12.8 the average
- luffy03263: snitch bussy
- Thatclutchguy1: yooooo plaqueboyLogo2 plaqueboyLogo2
02:00EMOTES×16.9clip suggested Watch VOD
120 emote msgs — ×16.9 the average
- cozyriah: on the app
- ballistickj: NIGGA NVR SEEN A SCHEDULE
43:00EMOTES×15.9clip suggested Watch VOD
113 emote msgs — ×15.9 the average
- MagicNxtUp: Dropped your mic brother
- poloballin: prePffttt
44:00EMOTES×28.5clip suggested Watch VOD
203 emote msgs — ×28.5 the average
- TheFagFive: plaqueboyCmb plaqueboyCmb plaqueboyLogo2
- jason_5star: yoooo bout
45:00EMOTES×9.3clip suggested Watch VOD
66 emote msgs — ×9.3 the average
- haitiansenpai: plaqueboyLogo plaqueboyLogo plaqueboyLogo
- randomkelvin: plaqueboyLogo plaqueboyLogo plaqueboyLogo plaqueboyLogo

Keyword tracker

TOP 14

nigga3,959
this3,591
that3,560
what2,495
lmao2,425
wardrobe2,283
subscribed1,859
lmaooo1,765
shit1,762
with1,717
like1,716
luca1,711
they1,695
room1,627

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	1,373	1.00	known	known bot account
streamelements	610	1.00	known	known bot account
fossabot	378	1.00	known	known bot account
pluffss	11	0.70	high	repeated one message ×7 (64% of output) · 6.4 msgs/min sustained
inazumix1	101	0.55	medium	5 messages fired <2s apart · 6.6 msgs/min sustained
polyi_x	73	0.55	medium	4 messages fired <2s apart · 8.7 msgs/min sustained
will3nm	59	0.55	medium	5 messages fired <2s apart · 6.6 msgs/min sustained
carryzszn	45	0.55	medium	3 messages fired <2s apart · 6.1 msgs/min sustained
qykia	27	0.55	medium	3 messages fired <2s apart · 7.5 msgs/min sustained
muno_____	18	0.55	medium	5 messages fired <2s apart · 18 msgs/min sustained
moreemyaa	12	0.55	medium	3 messages fired <2s apart · 12 msgs/min sustained
marxwhy	33	0.45	medium	repeated one message ×17 (52% of output)
stixkyfingerz	20	0.45	medium	repeated one message ×11 (55% of output)
ohthatsnayaaaa	18	0.45	medium	repeated one message ×10 (56% of output)
aleahlemon	17	0.45	medium	repeated one message ×9 (53% of output)

Emote pulse

TOP 8

plaqueboyLogo27,533
plaqueboyLogo4,774
LUL2,028
StreamerU20261,601
plaqueboyCmb1,531
plaqueboyDougie832
plaqueboyTwerk691
plaqueboySad670

Evidence tape

6 MSGS

00:00kidkudi777OPENER
Alreadyy
04:00callmekell_PING
LOOK AT THE KEY @PlaqueBoyMax
32:002015thuggerPING
where yo shirt @PlaqueBoyMax
35:00officialstrikePING
wheres your room kiey @PlaqueBoyMax
41:00theboysameerPING
@plaqueboymax you got no security?
42:00crashoutclancyPING
@PlaqueBoyMax AAA

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

Thatclutchguy1

MSGS
SENT

FIRST SEEN 0:00 · 1.1% OF ALL CHATMOD

Unique chatters

23,042

0% of viewers

Msgs / chatter

10.3

236,602 msgs total

From subs

10%

24,474 msgs

Bots filtered

2,361 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS9% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Thatclutchguy1	MOD	2498	1.1%
02	Sxxvii1		1677	0.7%
03	fleeafricanboy		1629	0.7%
04	Nightbot	MODBOT	1373	0.6%
05	JustTkayyyy		1156	0.5%
06	lonelover3909	SUB	1127	0.5%
07	poloballin	MOD	1015	0.4%
08	gustavoxo_	MOD	953	0.4%
09	dosingofff		941	0.4%
10	stupidfuckingfurry		941	0.4%
11	PG_16z	SUB	923	0.4%
12	Avcadoz	MOD	904	0.4%
13	Zudon_		898	0.4%
14	Joeycarrot_		845	0.4%
15	AstroxBoyZ		806	0.3%
16	Farestalll		748	0.3%
17	teenxtc		735	0.3%
18	alextheeaglesfan		725	0.3%
19	mzladyqu33nz		717	0.3%
20	yvlXslump		714	0.3%

User types · badge mix

195 BADGES

PREMIUM23,607 · 10%
SUBSCRIBER22,757 · 10%
TURBO12,028 · 5%
MODERATOR10,823 · 5%
TWITCH-RECAP-20258,164 · 3%
FOOTBALL-FEST-20267,923 · 3%
RAGING-WOLF-HELM6,296 · 3%
TWITCH-RECAP-20234,780 · 2%

New chatters · arrival curve

23042 TOTAL

first-message arrivals · 0m → 1004m

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

Returning

7072

≥5 msgs sent

One-and-done

9037

single message

Most mentioned

5,877 @s

@magicnxtup395 · 183u
@plaqueboymax292 · 119u
@thatclutchguy1107 · 28u
@zay5x5100 · 45u
@keoneart97 · 60u
@poloballin79 · 37u
@gustavoxo_52 · 30u
@avcadoz48 · 34u

Top interactors

WHO PINGS MOST

streamelements610
bask3t_1155
magicnxtup143
zudon_92
zay5x589
thatclutchguy185
sxxvii184
avcadoz84

Chat tape

NOTABLE MSGS

00:00kidkudi777OPENER
Alreadyy
04:00callmekell_PING
LOOK AT THE KEY @PlaqueBoyMax
32:002015thuggerPING
where yo shirt @PlaqueBoyMax
35:00officialstrikePING
wheres your room kiey @PlaqueBoyMax
41:00theboysameerPING
@plaqueboymax you got no security?
42:00crashoutclancyPING
@PlaqueBoyMax AAA
84:00lepzsofnPEAK
YOU DUMB ASF😭✌️
84:00sodakiillPEAK
pbm not doing nothing

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

13,310 msgs

Top 50 chatters

16%

38,200 msgs

Remaining

22992

share 84%

TOP 10 · 6%REST · 23032 CHATTERS · 94%

plaqueboyLogo2 ×7533plaqueboyLogo ×4774LUL ×2028StreamerU2026 ×1601plaqueboyCmb ×1531plaqueboyDougie ×832plaqueboyTwerk ×691plaqueboySad ×670plaqueboySped ×593plaqueboyReverse ×568

Emote volume

MSGS W/ EMOTES

Of all messages

3.0%

236,602 msgs scanned

Emote codes

26,639 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

75,484

102,031

48,443

8,299

2,031

308

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

Median

8 ch

P90

28 ch

Max

485 ch

Chat DNA

% OF ALL MSGS

Caps rage

14.5%

34,189 msgs

Questions

4.5%

10,751 msgs

Mentions

2.5%

5,900 @calls

Commands

0.4%

962 !calls

CAPS14.5%
QUESTIONS4.5%
MENTIONS2.5%
COMMANDS0.4%

Top multiplier

#1 EMOTE

plaqueboyLogo2

official emote · per-minute flow

02plaqueboyLogo×4774
03LUL×2028
04StreamerU2026×1601

Emote leaderboard

OFFICIAL7TV-STYLE

plaqueboyLogo2×7,533
plaqueboyLogo×4,774
LUL×2,028
StreamerU2026×1,601
plaqueboyCmb×1,531
plaqueboyDougie×832
plaqueboyTwerk×691
plaqueboySad×670
plaqueboySped×593
plaqueboyReverse×568
plaqueboyBoyslowdown×542
plaqueboyKeith×492
plaqueboyHuh×384
silkyFunny×282
TwitchConHYPE×270
HUH×269

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	LMAO	×1119	464	0m→1002m	VIRAL
02	LMAOOO	×991	419	5m→1003m	VIRAL
03	LMFAO	×715	231	1m→1002m	VIRAL
04	LMAOOOO	×692	378	6m→1001m	VIRAL
05	????	×549	361	1m→1002m	VIRAL
06	😂😂😂	×543	273	3m→1001m	VIRAL
07	pfft	×542	121	3m→1002m	VIRAL
08	😂😂😂😂	×456	257	1m→1002m	VIRAL
09	LMAOOOOO	×453	247	6m→1001m	VIRAL
10	lmao	×433	302	6m→1002m	VIRAL

Keyword cloud

TOP 18 TOKENS

nigga₃₉₅₉this₃₅₉₁that₃₅₆₀what₂₄₉₅lmao₂₄₂₅wardrobe₂₂₈₃subscribed₁₈₅₉lmaooo₁₇₆₅shit₁₇₆₂with₁₇₁₇like₁₇₁₆luca₁₇₁₁they₁₆₉₅room₁₆₂₇diva₁₆₁₈just₁₅₀₈good₁₄₆₁your₁₄₆₀

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

84:00lepzsofnPEAK
YOU DUMB ASF😭✌️
84:00sodakiillPEAK
pbm not doing nothing
84:00wockkuPEAK
really good
84:00cowusu5starPEAK
dissstrack him
84:00repthefive5PEAK
better than skepta?
84:00storerunnerleviPEAK
lets work bruh
198:00pointlesskid2006WALL
plaqueboyLogo plaqueboyLogo plaqueboyLogo plaqueboyLogo plaqueboyLogo plaqueboyLogo plaqueboyLogo plaqueboyLogo plaquebo

User colors

TOP 16

Participation inequality

23,042 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

33%

230 users

Top 5%

58%

1,152 users

Top 10%

71%

2,304 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 msg9,037USERS9,037MSGS3.8%
2-4 msgs6,933USERS18,545MSGS7.8%
5-19 msgs4,956USERS45,450MSGS19.2%
20+ msgs2,116USERS163,570MSGS69.1%

2,116 super-active users (9.2% of chatters) wrote 69% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@magicnxtup395 · by 183 users
@plaqueboymax292 · by 119 users
@thatclutchguy1107 · by 28 users
@zay5x5100 · by 45 users
@keoneart97 · by 60 users
@poloballin79 · by 37 users
@gustavoxo_52 · by 30 users
@avcadoz48 · by 34 users
@trulymilwaukee47 · by 24 users
@bask3t_143 · by 7 users

Top interactors

WHO REACHES OUT

streamelements610 sent
bask3t_1155 sent
magicnxtup143 sent
zudon_92 sent
zay5x589 sent
thatclutchguy185 sent
sxxvii184 sent
avcadoz84 sent
trulymilwaukee75 sent
keoneart74 sent

Badge mix

TOP 8

PREMIUM23607 · 10%
SUBSCRIBER22757 · 10%
TURBO12028 · 5%
MODERATOR10823 · 5%
TWITCH-RECAP-20258164 · 3%
FOOTBALL-FEST-20267923 · 3%
RAGING-WOLF-HELM6296 · 3%
TWITCH-RECAP-20234780 · 2%

Core community

753

≥3 interactions

Drive-by

8,572

1 msg · 0 interactions

Mentions

5,877

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	bask3t_1	→	thatclutchguy1	62
02	atrix646	→	plaqueboymax	38
03	thatclutchguy1	→	bask3t_1	36
04	gustavoxo_	→	magicnxtup	21
05	lazerboomer	→	plaqueboymax	17
06	conturrsii	→	magicnxtup	14
07	theanthonynuzzo	→	plaqueboymax	14
08	trulymilwaukee	→	thatclutchguy1	11
09	ben_wlhm	→	mausdlr	11
10	mausdlr	→	ben_wlhm	11
11	epic399	→	plaqueboymax	11
12	trulymilwaukee	→	poloballin	10

Chat tape

NOTABLE MESSAGES

00:00kidkudi777OPENER
Alreadyy
04:00callmekell_PING
LOOK AT THE KEY @PlaqueBoyMax
32:002015thuggerPING
where yo shirt @PlaqueBoyMax
35:00officialstrikePING
wheres your room kiey @PlaqueBoyMax
41:00theboysameerPING
@plaqueboymax you got no security?
42:00crashoutclancyPING
@PlaqueBoyMax AAA

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

0.0

chat depth

Community gini

0.77

0 = broad, 1 = few voices

Loyal chatters

7072

≥5 msgs

Sub messages

10%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY1.5%
CAPS RAGE14.5%
SPAM/PASTA4.2%
BOT MSGS1.0%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!watchtime	×384	315	1m→1004m	ORGANIC
CMD	!followage	×257	227	25m→1005m	ORGANIC
LINK	twitch.tv	×233	9	1m→990m	BOT TIMER
CMD	!time	×101	86	93m→899m	ORGANIC
CMD	!gamble	×19	15	41m→881m	ORGANIC
LINK	discord.gg	×18	1	4m→973m	BOT TIMER
CMD	!prime	×13	13	11m→966m	ORGANIC
CMD	!sub	×10	9	13m→854m	ORGANIC
CMD	!points	×10	9	40m→881m	ORGANIC
CMD	!followtime	×10	9	132m→661m	ORGANIC
CMD	!subs	×8	7	18m→779m	ORGANIC
CMD	!discord	×7	6	4m→829m	ORGANIC
CMD	!coinflip	×7	1	519m→540m	ORGANIC
LINK	x.com	×6	2	144m→714m	BOT TIMER

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

ES1.0%
EN12.0%
OTHER / EMOTE-ONLY87.1%

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 236,602CHATTERS 23042POS 22,345NEG 1,995TOP KEYWORD “NIGGA” ×3959GINI 0.774BOTS 15PEAK ×28.5 @ 44m

PlaqueBoyMax's Streamer University stream "DAY 1 STREAMER UNIVERSITY 😍📚 #FIVESTARSUMMER2026🖐🏼" on Jul 15, 2026 generated 236,602 messages from 23,042 unique chatters (235.4 msgs/min average, peaking at 646/min). Sentiment ran 22,345 positive vs 1,995 negative, and the top keyword was "nigga" (×3959). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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PlaqueBoyMax stream analytics summary