Yugi2x — Streamer University stream analytics — Jul 19, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 19, 2026 · VOD 2823886659

Chat mood & viewers

22,357 MSGS

Positive

1,911

8.5% of msgs

Negative

0.4% of msgs

Neutral

20,350

91.0% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,911 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

246:000.47→0.00Δ-0.47
28:000.00→0.42Δ+0.42
228:000.39→0.00Δ-0.39
41:000.39→0.03Δ-0.36
115:000.08→0.43Δ+0.35
29:000.42→0.09Δ-0.33

Mood regime · per minute

572 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

572 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

181:00INFLUX×6.9clip suggested Watch VOD
29 first-time chatters in one minute (raid-like influx)
- fishthatfishesforfish: @andys YES ANDYS YES THIS MF TRYING TO ACT LIKE HE FW MAX WHEN HE SAYING BULLSHI
- d0npian00: "i was joking"
183:00INFLUX×7.8clip suggested Watch VOD
33 first-time chatters in one minute (raid-like influx)
- 12intokyo: Cap, why you even giving him a lifeline
- angy2x: its basic human deceny
185:00INFLUX×6.4clip suggested Watch VOD
27 first-time chatters in one minute (raid-like influx)
- 1forces11: ojay just mad hes not where max is
- demo0530: ojay a straight loser
367:00INFLUX×10.2clip suggested Watch VOD
43 first-time chatters in one minute (raid-like influx)
- meepmeep1212: TELL KAI TOO GO TOO KEEMS ROOM TOO
- zxc_bIaze: Spain goal
383:00INFLUX×9.5clip suggested Watch VOD
40 first-time chatters in one minute (raid-like influx)
- FlogGnawRony: OOOO BANG
- Azuz2X: WTF WTF WTF

Keyword tracker

TOP 14

yugi1,173
that571
lmfao481
this399
they302
hold279
crumb278
what277
like273
yusuf270
clappi268
lmao264
just249
fuck234

Bot radar

8 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	127	1.00	known	known bot account
nightbot	18	1.00	known	known bot account
streamelements	16	1.00	known	known bot account
wordbeast	18	0.45	medium	repeated one message ×10 (56% of output)
rrzavo	8	0.45	medium	repeated one message ×5 (63% of output)
beyondtatts_	6	0.45	medium	repeated one message ×4 (67% of output)
b100m2	5	0.45	medium	repeated one message ×5 (100% of output)
itzzphora	5	0.45	medium	repeated one message ×4 (80% of output)

Emote pulse

TOP 8

LUL140
yugi2xY2X296
yugi2xY2X383
StreamerU202671
omgBruh53
Clap48
laiysHeart48
ohSHIT38

Evidence tape

6 MSGS

00:00cheeserolls6702OPENER
hiiii
09:00jordaann2xPING
are we getting more tiktoks today @Yugi2x
12:00wagner9xPING
@Yugi2x ok
12:00jordaann2xPING
@Yugi2x LMFAO
12:00Jaycondones2xPING
@Yugi2x ew
12:00WqterSqgePING
@Yugi2x you want belly rubs?

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

Jaycondones2x

MSGS
SENT

FIRST SEEN 0:00 · 2.6% OF ALL CHAT

Unique chatters

2,415

0% of viewers

Msgs / chatter

9.3

22,357 msgs total

From subs

35%

7,878 msgs

Bots filtered

161 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS25% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Jaycondones2x		572	2.6%
02	wagner9x	SUB	551	2.5%
03	onlyquackk	SUB	489	2.2%
04	cookermyjg	VIP	478	2.1%
05	angy2x		443	2.0%
06	giannirahh		414	1.9%
07	pepsicle13		331	1.5%
08	Azuz2X		299	1.3%
09	karissa2x	MOD	214	1.0%
10	barrelofbean	SUB	212	0.9%
11	kidcosmicboy	SUB	196	0.9%
12	Razaool	SUB	185	0.8%
13	koiivs2x	SUB	173	0.8%
14	3belowzero1		173	0.8%
15	dizzyqv		172	0.8%
16	AlphaGigaChad69	SUBVIP	167	0.7%
17	BTCONDONESY2x	SUB	158	0.7%
18	Bashkash831		156	0.7%
19	6K0N	VIP	155	0.7%
20	fishthatfishesforfish		153	0.7%

User types · badge mix

139 BADGES

SUBSCRIBER7,861 · 35%
FOOTBALL-FEST-20262,236 · 10%
VIP1,566 · 7%
BLOSSOM-BADGE1,257 · 6%
LEAD_MODERATOR1,177 · 5%
PREMIUM1,124 · 5%
SUB-GIFTER1,093 · 5%
TURBO1,091 · 5%

New chatters · arrival curve

2415 TOTAL

first-message arrivals · 0m → 571m

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

Returning

619

≥5 msgs sent

One-and-done

998

single message

Most mentioned

2,057 @s

@yugi2x235 · 110u
@cookermyjg121 · 66u
@jaycondones2x69 · 34u
@angy2x66 · 44u
@onlyquackk64 · 35u
@karissa2x52 · 34u
@dizzyqv33 · 24u
@3belowzero133 · 19u

Top interactors

WHO PINGS MOST

fossabot108
onlyquackk98
cookermyjg84
angy2x82
potatbotat74
3belowzero161
jaycondones2x55
noratti46

Chat tape

NOTABLE MSGS

00:00cheeserolls6702OPENER
hiiii
09:00jordaann2xPING
are we getting more tiktoks today @Yugi2x
12:00wagner9xPING
@Yugi2x ok
12:00jordaann2xPING
@Yugi2x LMFAO
12:00Jaycondones2xPING
@Yugi2x ew
12:00WqterSqgePING
@Yugi2x you want belly rubs?
50:00stx_danny14WALL
yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2
77:00rah_notfahWALL
StreamerU2026 yugi2xY2X2 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU20

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

18%

4,003 msgs

Top 50 chatters

41%

9,207 msgs

Remaining

2365

share 59%

TOP 10 · 18%REST · 2405 CHATTERS · 82%

LUL ×140yugi2xY2X2 ×96yugi2xY2X3 ×83StreamerU2026 ×71omgBruh ×53Clap ×48laiysHeart ×48ohSHIT ×38plaqueboyLogo2 ×36elisClap ×34

Emote volume

MSGS W/ EMOTES

Of all messages

3.2%

22,357 msgs scanned

Emote codes

1,086 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

8,547

6,352

5,454

1,587

375

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

Median

8 ch

P90

38 ch

Max

429 ch

Chat DNA

% OF ALL MSGS

Caps rage

8.8%

1,970 msgs

Questions

4.0%

895 msgs

Mentions

9.0%

2,014 @calls

Commands

0.7%

161 !calls

CAPS8.8%
QUESTIONS4.0%
MENTIONS9.0%
COMMANDS0.7%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02yugi2xY2X2×96
03yugi2xY2X3×83
04StreamerU2026×71

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×140
yugi2xY2X2×96
yugi2xY2X3×83
StreamerU2026×71
omgBruh×53
Clap×48
laiysHeart×48
ohSHIT×38
plaqueboyLogo2×36
elisClap×34
giannirSob×34
SMOrc×34
yugi2xWave×32
BabyRage×26
lebronJAM×26
jrkLUL×23

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	LMFAO	×403	121	10m→569m	VIRAL
02	clappi	×234	89	91m→566m	VIRAL
03	HOLD	×189	84	376m→563m	VIRAL
04	pfft	×181	67	16m→563m	VIRAL
05	LMAO	×177	64	19m→571m	VIRAL
06	OOOO	×105	59	121m→570m	VIRAL
07	BANG	×95	48	210m→563m	VIRAL
08	ouushit	×65	40	38m→570m	VIRAL
09	LMFAOOO	×55	27	39m→560m	VIRAL
10	@Yugi2x	×55	34	102m→556m	VIRAL

Keyword cloud

TOP 18 TOKENS

yugi₁₁₇₃that₅₇₁lmfao₄₈₁this₃₉₉they₃₀₂hold₂₇₉crumb₂₇₈what₂₇₇like₂₇₃yusuf₂₇₀clappi₂₆₈lmao₂₆₄just₂₄₉fuck₂₃₄pfft₂₂₉shit₂₂₇arky₂₂₀stream₂₁₂

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

50:00stx_danny14WALL
yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2 yugi2xY2X2
77:00rah_notfahWALL
StreamerU2026 yugi2xY2X2 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU20
119:00xkappalot__WALL
https://media.discordapp.net/attachments/1412834705753243700/1528453025990053960/HNaYo9CXsAAOV1r.png?ex=6a5e5a4e&is=6a5d
146:00orbiii_8WALL
@wutrmelon I feel like any successful person has worked a shitty/regular 9-5 so they usually have more compassion/empath
156:00PotatBotatWALL
@AlphaGigaChad69 Last: 🇫🇷 France 4-6 🏴 England (Match for third place, 2026-07-18 17:00 UTC-4, Miami (Miami Gardens))
190:00em2_jackWALL
laiysHeart laiysHeart laiysHeart laiysHeart laiysHeart laiysHeart laiysHeart laiysHeart laiysHeart laiysHeart laiysHeart
383:00Azuz2XPEAK
WTF WTF WTF

User colors

TOP 16

Participation inequality

2,415 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

28%

24 users

Top 5%

59%

121 users

Top 10%

72%

242 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 msg998USERS998MSGS4.5%
2-4 msgs798USERS2,097MSGS9.4%
5-19 msgs406USERS3,654MSGS16.3%
20+ msgs213USERS15,608MSGS69.8%

213 super-active users (8.8% of chatters) wrote 70% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@yugi2x235 · by 110 users
@cookermyjg121 · by 66 users
@jaycondones2x69 · by 34 users
@angy2x66 · by 44 users
@onlyquackk64 · by 35 users
@karissa2x52 · by 34 users
@dizzyqv33 · by 24 users
@3belowzero133 · by 19 users
@giannirahh32 · by 24 users
@tosh5o29 · by 24 users

Top interactors

WHO REACHES OUT

fossabot108 sent
onlyquackk98 sent
cookermyjg84 sent
angy2x82 sent
potatbotat74 sent
3belowzero161 sent
jaycondones2x55 sent
noratti46 sent
giannirahh41 sent
wagner9x37 sent

Badge mix

TOP 8

SUBSCRIBER7861 · 35%
FOOTBALL-FEST-20262236 · 10%
VIP1566 · 7%
BLOSSOM-BADGE1257 · 6%
LEAD_MODERATOR1177 · 5%
PREMIUM1124 · 5%
SUB-GIFTER1093 · 5%
TURBO1091 · 5%

Core community

259

≥3 interactions

Drive-by

864

1 msg · 0 interactions

Mentions

2,057

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	fossabot	→	yugi2x	37
02	nightbot	→	jaycondones2x	16
03	potatbotat	→	wagner9x	10
04	angy2x	→	cookermyjg	10
05	dubxyz	→	cookermyjg	10
06	jaycondones2x	→	yugi2x	9
07	onlyquackk	→	angy2x	9
08	cookermyjg	→	karissa2x	8
09	angy2x	→	onlyquackk	8
10	mozzzy2x	→	yugi2x	7
11	3belowzero1	→	cookermyjg	7
12	onlyquackk	→	tokiana_	7

Chat tape

NOTABLE MESSAGES

00:00cheeserolls6702OPENER
hiiii
09:00jordaann2xPING
are we getting more tiktoks today @Yugi2x
12:00wagner9xPING
@Yugi2x ok
12:00jordaann2xPING
@Yugi2x LMFAO
12:00Jaycondones2xPING
@Yugi2x ew
12:00WqterSqgePING
@Yugi2x you want belly rubs?

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

619

≥5 msgs

Sub messages

35%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY2.5%
CAPS RAGE8.8%
SPAM/PASTA9.0%
BOT MSGS0.7%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	twitch.tv	×73	19	73m→566m	ORGANIC
LINK	ibb.co	×51	1	1m→548m	BOT TIMER
CMD	!classes	×49	39	1m→548m	ORGANIC
CMD	!commercial	×19	3	4m→543m	ORGANIC
CMD	!phone	×18	17	349m→529m	ORGANIC
CMD	!watchtime	×17	15	0m→480m	ORGANIC
LINK	x.com	×12	3	54m→556m	BOT TIMER
LINK	discord.gg	×9	1	54m→539m	BOT TIMER
LINK	gosparq.co	×9	5	520m→544m	ORGANIC
LINK	cdn.discordapp.com	×8	8	362m→557m	ORGANIC
LINK	youtu.be	×7	3	17m→538m	BOT TIMER
LINK	bit.ly	×6	1	29m→484m	BOT TIMER
CMD	!pv	×5	3	17m→538m	ORGANIC
CMD	!schedule	×5	5	29m→472m	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%
EN17.4%
OTHER / EMOTE-ONLY81.5%

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 22,357CHATTERS 2415POS 1,911NEG 96TOP KEYWORD “YUGI” ×1173GINI 0.773BOTS 8PEAK ×14.6 @ 567m

Yugi2x's Streamer University stream "🌟 STREAMER UNIVERSITY DAY 5 🌟 LIVE ALL DAY 🌟 CRUMB OF SU 🌟 !classes !roommate !socials !comm !oscs" on Jul 19, 2026 generated 22,357 messages from 2,415 unique chatters (39.1 msgs/min average, peaking at 310/min). Sentiment ran 1,911 positive vs 96 negative, and the top keyword was "yugi" (×1173). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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Yugi2x stream analytics summary