YonnaJay — Streamer University stream analytics — Jul 19, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 19, 2026 · VOD 2823901120

Chat mood & viewers

140,203 MSGS

Positive

7,741

5.5% of msgs

Negative

1,672

1.2% of msgs

Neutral

130,790

93.3% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

7,741 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

174:000.29→-0.13Δ-0.42

Mood regime · per minute

545 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

545 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

02:00EMOTES×5.9clip suggested Watch VOD
199 emote msgs — ×5.9 the average
- angelbestreaming24: YONNA KEAVE NOW
- xrosesareredxx: HEY CAN U SAY LACIE YONNA 💞💞
03:00EMOTES×7.8clip suggested Watch VOD
263 emote msgs — ×7.8 the average
- liahhhh464546465: yonnajHappy
- googootbear: yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW
03:00INFLUX×5.6clip suggested Watch VOD
230 first-time chatters in one minute (raid-like influx)
- liahhhh464546465: yonnajHappy
- googootbear: yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW yonnajW
04:00EMOTES×5.6clip suggested Watch VOD
191 emote msgs — ×5.6 the average
- kynsleathegoat2: yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove
- flora_amr1: yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove yon
06:00EMOTES×5.4clip suggested Watch VOD
181 emote msgs — ×5.4 the average
- B3R3RR: BRO ITS A 2 MINUTE LONG ADD
- z0mbiehearts: SM ADS HOLY SHIT

Keyword tracker

TOP 14

yonna8,156
what3,325
that3,289
this2,650
when2,178
they2,133
love1,823
your1,696
crowd1,592
yall1,579
good1,409
glasses1,357
like1,216
with1,192

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	449	1.00	known	known bot account
streamelements	58	1.00	known	known bot account
westsidekendo	95	0.55	medium	78 messages fired <2s apart · 6.2 msgs/min sustained
restleymars	43	0.55	medium	7 messages fired <2s apart · 6.3 msgs/min sustained
lanahcherry	31	0.55	medium	28 messages fired <2s apart · 31 msgs/min sustained
hellohaiiii	30	0.55	medium	12 messages fired <2s apart · 13.5 msgs/min sustained
hunch0552	27	0.55	medium	7 messages fired <2s apart · 22.2 msgs/min sustained
thebestofthebest676767	14	0.55	medium	3 messages fired <2s apart · 8.2 msgs/min sustained
summerwhite08	14	0.55	medium	4 messages fired <2s apart · 14 msgs/min sustained
monk_ap	14	0.55	medium	4 messages fired <2s apart · 8.8 msgs/min sustained
yasanlilbro	13	0.55	medium	4 messages fired <2s apart · 9.9 msgs/min sustained
sofcr7	13	0.55	medium	4 messages fired <2s apart · 12 msgs/min sustained
yaireflores	13	0.55	medium	3 messages fired <2s apart · 13 msgs/min sustained
nmmud	12	0.55	medium	3 messages fired <2s apart · 12 msgs/min sustained
bananacornplayz	12	0.55	medium	3 messages fired <2s apart · 12 msgs/min sustained

Emote pulse

TOP 8

yonnajW59,728
yonnajLove51,534
yonnajDetective16,208
yonnajHappy12,625
yonnajSideeye8,274
StreamerU20264,680
yonnajGG2,467
TwitchConHYPE1,209

Evidence tape

6 MSGS

00:00kaywhitfieldOPENER
void
00:00jesus_lovesuforeverPING
ok but hey @yonnajay
02:00luvsaiyPING
LAST DAY TOMORROW????????????? @yonnajay
06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
06:00paulineisthegoatPEAK
wait and ad

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

luv_aryana

MSGS
SENT

FIRST SEEN 5:00 · 0.7% OF ALL CHATSUB

Unique chatters

22,485

1% of viewers

Msgs / chatter

6.2

140,203 msgs total

From subs

13%

17,785 msgs

Bots filtered

507 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS6% OF CHAT

#	Chatter	Badges	Msgs	Share
01	luv_aryana	SUB	999	0.7%
02	cncmarcoo	SUB	754	0.5%
03	kayla6174		701	0.5%
04	HAWNCH0	MODSUB	566	0.4%
05	patriciaaaaa_7	SUB	456	0.3%
06	Fossabot	MODBOT	449	0.3%
07	jas_dabeauty	SUB	376	0.3%
08	st4ryniy	SUB	306	0.2%
09	lillie_towns		303	0.2%
10	mqddens	MODSUB	302	0.2%
11	zaiheads2u		301	0.2%
12	rvrs26		289	0.2%
13	hellomylove4		288	0.2%
14	gwefasakang88		282	0.2%
15	c4ydon	SUB	273	0.2%
16	abi40433		268	0.2%
17	lilzzz777		266	0.2%
18	zowie82		262	0.2%
19	yagirlvickyy	SUB	259	0.2%
20	dandabun		253	0.2%

User types · badge mix

138 BADGES

SUBSCRIBER17,422 · 12%
TURBO5,930 · 4%
PREMIUM5,789 · 4%
FOOTBALL-FEST-20264,471 · 3%
MODERATOR2,153 · 2%
BLOSSOM-BADGE1,886 · 1%
NO_VIDEO1,228 · 1%
SUB-GIFTER1,080 · 1%

New chatters · arrival curve

22485 TOTAL

first-message arrivals · 0m → 544m

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

Returning

6530

≥5 msgs sent

One-and-done

8544

single message

Most mentioned

4,147 @s

@mqddens42 · 28u
@yonnajay34 · 24u
@hawnch032 · 17u
@korlana24 · 11u
@yourragegaming22 · 16u
@kayla617419 · 19u
@jas_dabeauty18 · 18u
@lilydaqueen2118 · 17u

Top interactors

WHO PINGS MOST

mqddens81
hawnch037
fossabot36
jas_dabeauty34
avery890133
streamelements32
radi0headskillety32
himynameis676730

Chat tape

NOTABLE MSGS

00:00kaywhitfieldOPENER
void
00:00jesus_lovesuforeverPING
ok but hey @yonnajay
02:00luvsaiyPING
LAST DAY TOMORROW????????????? @yonnajay
06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
06:00paulineisthegoatPEAK
wait and ad
06:00arianaa1olllPEAK
Ofcc honeyyy
06:00jhodges11cpsPEAK
mhm I’m sad really

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

5,212 msgs

Top 50 chatters

13,310 msgs

Remaining

22435

share 91%

TOP 10 · 4%REST · 22475 CHATTERS · 96%

yonnajW ×59728yonnajLove ×51534yonnajDetective ×16208yonnajHappy ×12625yonnajSideeye ×8274StreamerU2026 ×4680yonnajGG ×2467TwitchConHYPE ×1209Squid2 ×740DinoDance ×671

Emote volume

MSGS W/ EMOTES

Of all messages

13.1%

140,203 msgs scanned

Emote codes

165,426 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

24,904

50,915

44,959

13,938

4,261

1,143

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

Median

14 ch

P90

49 ch

Max

497 ch

Chat DNA

% OF ALL MSGS

Caps rage

22.7%

31,784 msgs

Questions

3.8%

5,318 msgs

Mentions

3.0%

4,143 @calls

Commands

0.1%

160 !calls

CAPS22.7%
QUESTIONS3.8%
MENTIONS3.0%
COMMANDS0.1%

Top multiplier

#1 EMOTE

yonnajW

official emote · per-minute flow

02yonnajLove×51534
03yonnajDetective×16208
04yonnajHappy×12625

Emote leaderboard

OFFICIAL7TV-STYLE

yonnajW×59,728
yonnajLove×51,534
yonnajDetective×16,208
yonnajHappy×12,625
yonnajSideeye×8,274
StreamerU2026×4,680
yonnajGG×2,467
TwitchConHYPE×1,209
Squid2×740
DinoDance×671
MercyWing2×568
MercyWing1×567
SipTime×501
<3×485
BratChat×468
LUL×420

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	yonnajLove	×793	698	0m→542m	VIRAL
02	yonnajW yonnajW yonnajW yonnajW	×579	456	0m→544m	VIRAL
03	yonnajLove yonnajLove yonnajLove yonnajLove	×575	492	0m→544m	VIRAL
04	yonnajW	×524	446	0m→543m	VIRAL
05	WWWW	×520	337	2m→543m	VIRAL
06	yonnajW yonnajW yonnajW yonnajW yonnajW	×518	399	0m→544m	VIRAL
07	yonnajLove yonnajLove yonnajLove	×506	424	0m→544m	VIRAL
08	yonnajW yonnajW yonnajW	×472	362	0m→544m	VIRAL
09	yonnajLove yonnajLove yonnajLove yonnajLove yonnajLove	×446	388	1m→544m	VIRAL
10	WWWWW	×422	284	1m→543m	VIRAL

Keyword cloud

TOP 18 TOKENS

yonna₈₁₅₆what₃₃₂₅that₃₂₈₉this₂₆₅₀when₂₁₇₈they₂₁₃₃love₁₈₂₃your₁₆₉₆crowd₁₅₉₂yall₁₅₇₉good₁₄₀₉glasses₁₃₅₇like₁₂₁₆with₁₁₉₂just₁₁₇₉guys₁₁₂₈time₁₁₂₆play₁₀₇₆

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
06:00paulineisthegoatPEAK
wait and ad
06:00arianaa1olllPEAK
Ofcc honeyyy
06:00jhodges11cpsPEAK
mhm I’m sad really
06:00thatkidnakia1PEAK
yonnajW yonnajW yonnajW yonnajW
10:00minicrabdreWALL
DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance DinoDance

User colors

TOP 16

Participation inequality

22,485 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

20%

225 users

Top 5%

43%

1,124 users

Top 10%

57%

2,249 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 msg8,544USERS8,544MSGS6.1%
2-4 msgs7,411USERS19,883MSGS14.2%
5-19 msgs5,140USERS45,900MSGS32.7%
20+ msgs1,390USERS65,876MSGS47.0%

1,390 super-active users (6.2% of chatters) wrote 47% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@mqddens42 · by 28 users
@yonnajay34 · by 24 users
@hawnch032 · by 17 users
@korlana24 · by 11 users
@yourragegaming22 · by 16 users
@kayla617419 · by 19 users
@jas_dabeauty18 · by 18 users
@lilydaqueen2118 · by 17 users
@zowie8215 · by 13 users
@luv_aryana14 · by 12 users

Top interactors

WHO REACHES OUT

mqddens81 sent
hawnch037 sent
fossabot36 sent
jas_dabeauty34 sent
avery890133 sent
streamelements32 sent
radi0headskillety32 sent
himynameis676730 sent
vh1xz26 sent
korlana26 sent

Badge mix

TOP 8

SUBSCRIBER17422 · 12%
TURBO5930 · 4%
PREMIUM5789 · 4%
FOOTBALL-FEST-20264471 · 3%
MODERATOR2153 · 2%
BLOSSOM-BADGE1886 · 1%
NO_VIDEO1228 · 1%
SUB-GIFTER1080 · 1%

Core community

787

≥3 interactions

Drive-by

8,079

1 msg · 0 interactions

Mentions

4,147

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	fossabot	→	yonnafonna	11
02	mqddens	→	hawnch0	7
03	hawnch0	→	iwantacinnamonroll	7
04	mugs_711	→	somebodygotbored	7
05	rustycvm	→	nel	6
06	somebodygotbored	→	mugs_711	6
07	palodulceeeee	→	blazian	6
08	fossabot	→	korlana	5
09	mqddens	→	korlana	5
10	korlana	→	mqddens	5
11	jojoba_isback	→	nay_naylovesu	5
12	hawnch0	→	ezee	5

Chat tape

NOTABLE MESSAGES

00:00kaywhitfieldOPENER
void
00:00jesus_lovesuforeverPING
ok but hey @yonnajay
02:00luvsaiyPING
LAST DAY TOMORROW????????????? @yonnajay
06:00B3R3RRPEAK
BRO ITS A 2 MINUTE LONG ADD
06:00z0mbieheartsPEAK
SM ADS HOLY SHIT
06:00paulineisthegoatPEAK
wait and ad

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

0.66

0 = broad, 1 = few voices

Loyal chatters

6530

≥5 msgs

Sub messages

13%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.5%
CAPS RAGE22.7%
SPAM/PASTA6.0%
BOT MSGS0.4%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	twitch.tv	×263	55	6m→541m	BOT TIMER
LINK	discord.gg	×114	4	0m→539m	BOT TIMER
LINK	7tv.app	×32	2	2m→535m	BOT TIMER
LINK	frostyapp.io	×31	1	2m→535m	BOT TIMER
CMD	!watchtime	×30	27	0m→13m	ORGANIC
CMD	!discord	×18	17	21m→471m	ORGANIC
CMD	!note	×15	8	59m→471m	ORGANIC
CMD	!snap	×10	10	0m→487m	ORGANIC
LINK	snapchat.com	×10	1	0m→487m	BOT TIMER
CMD	!time	×10	7	17m→519m	ORGANIC
CMD	!followers	×8	8	3m→450m	ORGANIC
CMD	!watch	×5	5	52m→428m	ORGANIC
LINK	twitch.amazon.com	×5	1	191m→490m	BOT TIMER
CMD	!sub	×4	2	6m→490m	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

ES0.9%
EN19.4%
OTHER / EMOTE-ONLY79.7%

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 140,203CHATTERS 22485POS 7,741NEG 1,672TOP KEYWORD “YONNA” ×8156GINI 0.663BOTS 15PEAK ×10.8 @ 476m

YonnaJay's Streamer University stream "🏫 EVERY CLUB PRESENTING SOMETHING 🏫 WE DIDN'T GET EXPELLED 🎉 LAST DAY TOMORROW 🎉 1.2M FOLLOWERS GUYS 🎉 !discord !snap" on Jul 19, 2026 generated 140,203 messages from 22,485 unique chatters (257.3 msgs/min average, peaking at 663/min). Sentiment ran 7,741 positive vs 1,672 negative, and the top keyword was "yonna" (×8156). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

YonnaJay stream analytics summary