Marlon — Streamer University stream analytics — Jul 20, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 20, 2026 · VOD 2824344779

Chat mood & viewers

10,584 MSGS

Positive

1,691

16.0% of msgs

Negative

0.4% of msgs

Neutral

8,846

83.6% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,691 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

27 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

27 MIN4 PEAKS

Auto-detected moments · clip suggestions

6 DETECTED3 CLIP-WORTHY

02:00SPIKE×1.6 Watch VOD
610 msgs — ×1.6 the stream average
- FIIVENEXTDOOR: te amo marlon
- t3mo_8: wwwwwwwwwwwwwww
13:00EMOTES×2.2clip suggested Watch VOD
90 emote msgs — ×2.2 the average
- deano187_: No way we ending right one last night mar3lgMarDEPRESSED
- 450_coltyy: StreamerU2026 StreamerU2026
19:00EMOTES×2.2clip suggested Watch VOD
90 emote msgs — ×2.2 the average
- 4matejb: mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3
- chad227678: you got a lot of hate farms gng
19:00SPIKE×1.5 Watch VOD
596 msgs — ×1.5 the stream average
- 4matejb: mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3 mar3lgM3
- chad227678: you got a lot of hate farms gng
24:00SPIKE×1.5 Watch VOD
596 msgs — ×1.5 the stream average
- mthebestseeyea: nati nati
- aviikks: W ROOMATE

Keyword tracker

TOP 14

marlon603
raid306
love302
wwww294
wwwww243
streamer201
wwwwww184
rocket180
your170
ring161
small129
wwwwwww126
europe124
happy121

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
yksayafrmda209	24	1.00	high	repeated one message ×12 (50% of output) · 8 messages fired <2s apart · 7.2 msgs/min sustained
fossabot	12	1.00	known	known bot account
streamelements	1	1.00	known	known bot account
kaylacrishell	10	0.75	high	repeated one message ×8 (80% of output) · 5 messages fired <2s apart
percanstein	172	0.55	medium	11 messages fired <2s apart · 6.8 msgs/min sustained
mbk_255	165	0.55	medium	18 messages fired <2s apart · 6.5 msgs/min sustained
1337mars_	55	0.55	medium	6 messages fired <2s apart · 9.4 msgs/min sustained
jaken11	16	0.55	medium	14 messages fired <2s apart · 16 msgs/min sustained
benito_1346	14	0.55	medium	3 messages fired <2s apart · 14 msgs/min sustained
28730397	12	0.55	medium	3 messages fired <2s apart · 9.5 msgs/min sustained
pillsburydoughboy_878	12	0.55	medium	3 messages fired <2s apart · 12 msgs/min sustained
tnation08	13	0.45	medium	repeated one message ×7 (54% of output)
mia_b1239	8	0.45	medium	repeated one message ×7 (88% of output)
osbhshsh	8	0.45	medium	repeated one message ×4 (50% of output)
snaldo_	7	0.45	medium	repeated one message ×4 (57% of output)

Emote pulse

TOP 8

mar3lgM32,810
StreamerU2026867
GoalHype250
mar3lgMarCRY196
mar3lgMarSENDLOVE161
mar3lgMarYESSIR136
PartyHat128
kaicBuzz104

Evidence tape

6 MSGS

00:00UzzinooOPENER
W
02:00FIIVENEXTDOORPEAK
te amo marlon
02:00t3mo_8PEAK
wwwwwwwwwwwwwww
02:00dannykingxoxoPEAK
Congrats on the award!!! 🥰🥰🥰
02:00jonathanmercier17PEAK
mar3lgMarPRAY
02:00payritualPEAK
when is hoco?

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

percanstein

MSGS
SENT

FIRST SEEN 0:00 · 1.6% OF ALL CHAT

Unique chatters

2,503

1% of viewers

Msgs / chatter

4.2

10,584 msgs total

From subs

15%

1,537 msgs

Bots filtered

13 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS14% OF CHAT

#	Chatter	Badges	Msgs	Share
01	percanstein		172	1.6%
02	MBK_255	SUB	165	1.6%
03	M3LG_ZA	SUB	118	1.1%
04	Uzzinoo	MOD	114	1.1%
05	yothatsmo		74	0.7%
06	FIIVENEXTDOOR		71	0.7%
07	apinkgirll	SUB	65	0.6%
08	m1_mula		64	0.6%
09	MICKEYKUNNN	SUB	64	0.6%
10	Gr82good		62	0.6%
11	prrettyinpink		59	0.6%
12	sascha88886		59	0.6%
13	aviikks		58	0.5%
14	collin1step		56	0.5%
15	1337Mars_		55	0.5%
16	NotRyder___	SUB	52	0.5%
17	hodafaraj		52	0.5%
18	chad227678		50	0.5%
19	Lexx___7		50	0.5%
20	mykah_0		49	0.5%

User types · badge mix

79 BADGES

SUBSCRIBER1,527 · 14%
FOOTBALL-FEST-20261,126 · 11%
PREMIUM506 · 5%
TURBO405 · 4%
MODERATOR246 · 2%
WENT-OUTSIDE198 · 2%
TOGETHER-FOR-GOOD-25---GOOD-BADGE172 · 2%
NO_VIDEO166 · 2%

New chatters · arrival curve

2503 TOTAL

first-message arrivals · 0m → 26m

514 joined in the first 2 minutes = 21% of all chatters

Returning

519

≥5 msgs sent

One-and-done

1155

single message

Most mentioned

128 @s

@marlon17 · 11u
@chipgotit_10 · 7u
@itsnotkyhle8 · 7u
@slaiqe7 · 5u
@cm_soccer046 · 3u
@uzzinoo4 · 3u
@shyanne2315674 · 3u
@fernandito1o3 · 3u

Top interactors

WHO PINGS MOST

fossabot8
mbk_2556
cm_soccer045
fernandito1o5
youknowdom694
thedeadisbackagain4
slaiqe4
iiebronjames4

Chat tape

NOTABLE MSGS

00:00UzzinooOPENER
W
02:00FIIVENEXTDOORPEAK
te amo marlon
02:00t3mo_8PEAK
wwwwwwwwwwwwwww
02:00dannykingxoxoPEAK
Congrats on the award!!! 🥰🥰🥰
02:00jonathanmercier17PEAK
mar3lgMarPRAY
02:00payritualPEAK
when is hoco?
02:00YKNOWCRISPEAK
wwwwwwwwwwwwwww
02:00KiddoBPPING
KiddoBP watched 5 consecutive streams and sparked a watch streak! @marlon mar3lgM3 mar3lgM3

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

969 msgs

Top 50 chatters

25%

2,639 msgs

Remaining

2453

share 75%

TOP 10 · 9%REST · 2493 CHATTERS · 91%

mar3lgM3 ×2810StreamerU2026 ×867GoalHype ×250mar3lgMarCRY ×196mar3lgMarSENDLOVE ×161mar3lgMarYESSIR ×136PartyHat ×128kaicBuzz ×104PunchTrees ×102<3 ×64

Emote volume

MSGS W/ EMOTES

Of all messages

10.3%

10,584 msgs scanned

Emote codes

5,631 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

3,115

3,831

2,598

672

277

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

Median

10 ch

P90

39 ch

Max

447 ch

Chat DNA

% OF ALL MSGS

Caps rage

20.3%

2,144 msgs

Questions

4.1%

435 msgs

Mentions

1.2%

127 @calls

Commands

0.1%

11 !calls

CAPS20.3%
QUESTIONS4.1%
MENTIONS1.2%
COMMANDS0.1%

Top multiplier

#1 EMOTE

mar3lgM3

official emote · per-minute flow

02StreamerU2026×867
03GoalHype×250
04mar3lgMarCRY×196

Emote leaderboard

OFFICIAL7TV-STYLE

mar3lgM3×2,810
StreamerU2026×867
GoalHype×250
mar3lgMarCRY×196
mar3lgMarSENDLOVE×161
mar3lgMarYESSIR×136
PartyHat×128
kaicBuzz×104
PunchTrees×102
<3×64
mar3lgMarBLUSH×55
mar3lgMarFLEX×48
imGlitch×48
Kappu×47
VoteYea×44
kaicRAT×44

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	WWWW	×125	82	0m→26m	VIRAL
02	wwww	×113	92	0m→26m	VIRAL
03	wwwww	×105	73	0m→26m	VIRAL
04	PartyHat Happy Partner anniversary!	×99	99	0m→26m	VIRAL
05	WWWWW	×92	72	0m→26m	VIRAL
06	WWWWWW	×77	55	0m→26m	VIRAL
07	wwwwww	×75	64	0m→26m	VIRAL
08	WWWWWWWW	×58	42	0m→26m	VIRAL
09	WWWWWWW	×57	46	0m→26m	VIRAL
10	wwwwwww	×54	45	0m→26m	VIRAL

Keyword cloud

TOP 18 TOKENS

marlon₆₀₃raid₃₀₆love₃₀₂wwww₂₉₄wwwww₂₄₃streamer₂₀₁wwwwww₁₈₄rocket₁₈₀your₁₇₀ring₁₆₁small₁₂₉wwwwwww₁₂₆europe₁₂₄happy₁₂₁what₁₁₉next₁₀₉partner₁₀₆anniversary₁₀₃

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

02:00FIIVENEXTDOORPEAK
te amo marlon
02:00t3mo_8PEAK
wwwwwwwwwwwwwww
02:00dannykingxoxoPEAK
Congrats on the award!!! 🥰🥰🥰
02:00jonathanmercier17PEAK
mar3lgMarPRAY
02:00payritualPEAK
when is hoco?
02:00YKNOWCRISPEAK
wwwwwwwwwwwwwww
02:00bkirkthegoatWALL
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer

User colors

TOP 16

Participation inequality

2,503 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

16%

25 users

Top 5%

40%

125 users

Top 10%

53%

250 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 msg1,155USERS1,155MSGS10.9%
2-4 msgs829USERS2,170MSGS20.5%
5-19 msgs430USERS3,679MSGS34.8%
20+ msgs89USERS3,580MSGS33.8%

89 super-active users (3.6% of chatters) wrote 34% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@marlon17 · by 11 users
@chipgotit_10 · by 7 users
@itsnotkyhle8 · by 7 users
@slaiqe7 · by 5 users
@cm_soccer046 · by 3 users
@uzzinoo4 · by 3 users
@shyanne2315674 · by 3 users
@fernandito1o3 · by 3 users
@itsnicktheplug3 · by 1 users
@yothatsmo2 · by 1 users

Top interactors

WHO REACHES OUT

fossabot8 sent
mbk_2556 sent
cm_soccer045 sent
fernandito1o5 sent
youknowdom694 sent
thedeadisbackagain4 sent
slaiqe4 sent
iiebronjames4 sent
potatbotat3 sent
percanstein3 sent

Badge mix

TOP 8

SUBSCRIBER1527 · 14%
FOOTBALL-FEST-20261126 · 11%
PREMIUM506 · 5%
TURBO405 · 4%
MODERATOR246 · 2%
WENT-OUTSIDE198 · 2%
TOGETHER-FOR-GOOD-25---GOOD-BADGE172 · 2%
NO_VIDEO166 · 2%

Core community

≥3 interactions

Drive-by

1,132

1 msg · 0 interactions

Mentions

128

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	slaiqe	→	cm_soccer04	3
02	cm_soccer04	→	slaiqe	3
03	mickeykunnn	→	itsnicktheplug	3
04	mbk_255	→	chipgotit_	3
05	mannythamann	→	marlon	3
06	rideitmyponyy	→	marlon	3
07	youknowdom69	→	itsnotkyhle	2
08	mbk_255	→	yothatsmo	2
09	chillhoodie_	→	percanstein	2
10	fossabot	→	mar3lg	2
11	fernandito1o	→	uzzinoo	2
12	fernandito1o	→	cm_soccer04	2

Chat tape

NOTABLE MESSAGES

00:00UzzinooOPENER
W
02:00FIIVENEXTDOORPEAK
te amo marlon
02:00t3mo_8PEAK
wwwwwwwwwwwwwww
02:00dannykingxoxoPEAK
Congrats on the award!!! 🥰🥰🥰
02:00jonathanmercier17PEAK
mar3lgMarPRAY
02:00payritualPEAK
when is hoco?

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

0.61

0 = broad, 1 = few voices

Loyal chatters

519

≥5 msgs

Sub messages

15%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.2%
CAPS RAGE20.3%
SPAM/PASTA11.6%
BOT MSGS0.1%

Sponsor signals · detected in chat

10 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!time	×3	3	3m→15m	ORGANIC
LINK	snapchat.com	×3	1	6m→21m	BOT TIMER
LINK	reddit.com	×2	1	6m→21m	BOT TIMER
LINK	x.com	×2	1	10m→10m	ORGANIC
CMD	!watch	×2	2	11m→16m	ORGANIC
CMD	!subs	×1	1	9m→9m	ORGANIC
CMD	!snap	×1	1	19m→19m	ORGANIC
CMD	!uptime	×1	1	23m→23m	ORGANIC
CMD	!join	×1	1	25m→25m	ORGANIC
CMD	!off	×1	1	26m→26m	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

ES0.4%
EN13.4%
OTHER / EMOTE-ONLY86.2%

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 10,584CHATTERS 2503POS 1,691NEG 47TOP KEYWORD “MARLON” ×603GINI 0.609BOTS 15PEAK ×2.2 @ 13m

Marlon's Streamer University stream "📚 STREAMER UNIVERSITY DAY 5 📚 24/7 ALL DAY!! 📚 LAST DAY 📚 USE YOUNGLA CODE MARLON FOR 15% OFF 📚" on Jul 20, 2026 generated 10,584 messages from 2,503 unique chatters (392 msgs/min average, peaking at 610/min). Sentiment ran 1,691 positive vs 47 negative, and the top keyword was "marlon" (×603). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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Marlon stream analytics summary