jasontheween — Streamer University stream analytics — Jul 20, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 20, 2026 · VOD 2824352308

Chat mood & viewers

51,510 MSGS

Positive

9,116

17.7% of msgs

Negative

205

0.4% of msgs

Neutral

42,189

81.9% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

9,116 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

134 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

134 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

02:00EMOTES×3.1clip suggested Watch VOD
29 emote msgs — ×3.1 the average
- mezzano_: jason you a qt
- nxnjxa_: BigSad BigSad BigSad
03:00INFLUX×4.6clip suggested Watch VOD
251 first-time chatters in one minute (raid-like influx)
- zaiheads2u: break it outside
- KymLandon_Tv: TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConH
03:00EMOTES×2.4clip suggested Watch VOD
22 emote msgs — ×2.4 the average
- zaiheads2u: break it outside
- KymLandon_Tv: TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConH
04:00INFLUX×4clip suggested Watch VOD
223 first-time chatters in one minute (raid-like influx)
- howabterrell: I guess that’s ok
- fueledbylumpia: that proposal looked like resident evil food
04:00EMOTES×2.8clip suggested Watch VOD
26 emote msgs — ×2.8 the average
- howabterrell: I guess that’s ok
- fueledbylumpia: that proposal looked like resident evil food

Keyword tracker

TOP 14

lmfao1,172
jason722
that656
lmao635
script474
fairs408
yonna405
with404
what376
this366
stream343
rofl341
jawhn328
mookie314

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	28	1.00	known	known bot account
glookoi	16	1.00	high	repeated one message ×16 (100% of output) · 9 messages fired <2s apart · 16 msgs/min sustained
stacxks_	16	0.75	high	repeated one message ×10 (63% of output) · 8 messages fired <2s apart
speedygjr	16	0.75	high	repeated one message ×8 (50% of output) · 5 messages fired <2s apart
dylanthek11	34	0.45	medium	repeated one message ×17 (50% of output)
thanuss67	34	0.45	medium	repeated one message ×17 (50% of output)
jerrythesuperhero	33	0.45	medium	repeated one message ×25 (76% of output)
dewr3k	33	0.45	medium	repeated one message ×25 (76% of output)
dallas2smoove	19	0.45	medium	repeated one message ×10 (53% of output)
nepalirayne	16	0.45	medium	repeated one message ×8 (50% of output)
vz_taku	14	0.45	medium	repeated one message ×8 (57% of output)
vmeowy	14	0.45	medium	repeated one message ×7 (50% of output)
katyashelby	13	0.45	medium	repeated one message ×10 (77% of output)
blasexz	12	0.45	medium	repeated one message ×7 (58% of output)
jdog992010	12	0.45	medium	repeated one message ×7 (58% of output)

Emote pulse

TOP 8

StreamerU2026636
LUL286
stabeBlue254
jasont2NMS3111
silkyFunny108
GoalHype98
HUH94
BigSad87

Evidence tape

6 MSGS

00:00temumessi1OPENER
took you long enough
00:00bbcrusher0904PING
@jasontheween what did u think about the proposal
01:00isaiahayala8PEAK
yoooooooooooooo
01:00maverick_676767PEAK
lock in lil boy
01:00willythemanmanPEAK
you look good👀👀👀
01:00goatedtckPEAK
Goat 🐐🐐🐐

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

VespraVxltron

MSGS
SENT

FIRST SEEN 14:00 · 1.0% OF ALL CHATSUB

Unique chatters

7,388

1% of viewers

Msgs / chatter

7.0

51,510 msgs total

From subs

14%

7,397 msgs

Bots filtered

28 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS12% OF CHAT

#	Chatter	Badges	Msgs	Share
01	VespraVxltron	SUB	494	1.0%
02	0_hhailiey		421	0.8%
03	cristian_negrete		407	0.8%
04	Wolffein		370	0.7%
05	Dislexic_AI		363	0.7%
06	1travis7		362	0.7%
07	twisted_86		340	0.7%
08	kolapanda	SUB	333	0.6%
09	infinitespeed07		310	0.6%
10	ForNer_		280	0.5%
11	puredxsignss		265	0.5%
12	sshade_x		254	0.5%
13	0pogix		250	0.5%
14	POHHONGKANG123		248	0.5%
15	notvxtal		245	0.5%
16	adriancastro38		237	0.5%
17	xenoezy		234	0.5%
18	Qazin1337		229	0.4%
19	Yowhyemo	SUB	226	0.4%
20	tedp1234		221	0.4%

User types · badge mix

155 BADGES

SUBSCRIBER7,382 · 14%
JASONTHEWEEN-7-DAY-SURVIVAL7,174 · 14%
FOOTBALL-FEST-20264,925 · 10%
PREMIUM3,585 · 7%
TURBO2,876 · 6%
DREAMERS1,412 · 3%
SUB-GIFTER1,273 · 2%
RAGING-WOLF-HELM1,236 · 2%

New chatters · arrival curve

7388 TOTAL

first-message arrivals · 0m → 133m

583 joined in the first 2 minutes = 8% of all chatters

Returning

1772

≥5 msgs sent

One-and-done

3253

single message

Most mentioned

747 @s

@jasontheween112 · 41u
@ghstxy20 · 18u
@jawhn19 · 16u
@vespravxltron14 · 13u
@1travis713 · 5u
@sixtyvari0us11 · 9u
@aegiszf7 · 7u
@minionspittingpopcornlol7 · 1u

Top interactors

WHO PINGS MOST

vespravxltron40
itsbubblespng27
undespaired207814
lordfizzy_13
brianh2111
1travis711
potatbotat11
bbcrusher090410

Chat tape

NOTABLE MSGS

00:00temumessi1OPENER
took you long enough
00:00bbcrusher0904PING
@jasontheween what did u think about the proposal
01:00isaiahayala8PEAK
yoooooooooooooo
01:00maverick_676767PEAK
lock in lil boy
01:00willythemanmanPEAK
you look good👀👀👀
01:00goatedtckPEAK
Goat 🐐🐐🐐
01:00thatkidbrubPEAK
EWCcrush EWCcrush EWCcrush
01:00goatedtckPEAK
🐐🐐🐐🐐🐐🐐

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

3,680 msgs

Top 50 chatters

22%

11,323 msgs

Remaining

7338

share 78%

TOP 10 · 7%REST · 7378 CHATTERS · 93%

StreamerU2026 ×636LUL ×286stabeBlue ×254jasont2NMS3 ×111silkyFunny ×108GoalHype ×98HUH ×94BigSad ×87NotLikeThis ×85yrgeYRG ×76

Emote volume

MSGS W/ EMOTES

Of all messages

2.4%

51,510 msgs scanned

Emote codes

2,893 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

24,262

17,016

8,636

1,234

327

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

Median

6 ch

P90

24 ch

Max

347 ch

Chat DNA

% OF ALL MSGS

Caps rage

18.7%

9,647 msgs

Questions

4.0%

2,038 msgs

Mentions

1.4%

737 @calls

Commands

0.1%

74 !calls

CAPS18.7%
QUESTIONS4.0%
MENTIONS1.4%
COMMANDS0.1%

Top multiplier

#1 EMOTE

StreamerU2026

official emote · per-minute flow

02LUL×286
03stabeBlue×254
04jasont2NMS3×111

Emote leaderboard

OFFICIAL7TV-STYLE

StreamerU2026×636
LUL×286
stabeBlue×254
jasont2NMS3×111
silkyFunny×108
GoalHype×98
HUH×94
BigSad×87
NotLikeThis×85
yrgeYRG×76
TwitchConHYPE×73
KEKW×66
jasont2CRY×66
FrankerZ×55
BratChat×47
GoldPLZ×44

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	LMFAO	×969	219	1m→132m	VIRAL
02	LMAO	×451	166	2m→132m	VIRAL
03	LOL ͏	×374	100	1m→131m	VIRAL
04	fairs	×331	193	1m→133m	VIRAL
05	ROFL	×247	176	19m→124m	VIRAL
06	CAUGHT	×169	121	14m→120m	VIRAL
07	pfft	×160	65	2m→130m	VIRAL
08	WEDIDIT	×156	120	1m→132m	VIRAL
09	LMAOOO	×141	85	7m→130m	VIRAL
10	OOOO	×136	90	0m→132m	VIRAL

Keyword cloud

TOP 18 TOKENS

lmfao₁₁₇₂jason₇₂₂that₆₅₆lmao₆₃₅script₄₇₄fairs₄₀₈yonna₄₀₅with₄₀₄what₃₇₆this₃₆₆stream₃₄₃rofl₃₄₁jawhn₃₂₈mookie₃₁₄streamer₂₉₃raid₂₈₁shit₂₇₀pfft₂₆₅

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

01:00isaiahayala8PEAK
yoooooooooooooo
01:00maverick_676767PEAK
lock in lil boy
01:00willythemanmanPEAK
you look good👀👀👀
01:00goatedtckPEAK
Goat 🐐🐐🐐
01:00thatkidbrubPEAK
EWCcrush EWCcrush EWCcrush
01:00goatedtckPEAK
🐐🐐🐐🐐🐐🐐
04:00baddiesyuhhhWALL
go get tacos from benji GoalHype GoalHype GoalHype GoalHype GoalHype GoatEmotey GoatEmotey GoatEmotey GoatEmotey GoalHyp

User colors

TOP 16

Participation inequality

7,388 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

27%

74 users

Top 5%

55%

369 users

Top 10%

67%

739 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 msg3,253USERS3,253MSGS6.3%
2-4 msgs2,363USERS6,269MSGS12.2%
5-19 msgs1,292USERS11,351MSGS22.0%
20+ msgs480USERS30,637MSGS59.5%

480 super-active users (6.5% of chatters) wrote 59% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@jasontheween112 · by 41 users
@ghstxy20 · by 18 users
@jawhn19 · by 16 users
@vespravxltron14 · by 13 users
@1travis713 · by 5 users
@sixtyvari0us11 · by 9 users
@aegiszf7 · by 7 users
@minionspittingpopcornlol7 · by 1 users
@dimmsum_7 · by 4 users
@zxcjaidaa7 · by 7 users

Top interactors

WHO REACHES OUT

vespravxltron40 sent
itsbubblespng27 sent
undespaired207814 sent
lordfizzy_13 sent
brianh2111 sent
1travis711 sent
potatbotat11 sent
bbcrusher090410 sent
dimmsum_10 sent
nylanderforhart10 sent

Badge mix

TOP 8

SUBSCRIBER7382 · 14%
JASONTHEWEEN-7-DAY-SURVIVAL7174 · 14%
FOOTBALL-FEST-20264925 · 10%
PREMIUM3585 · 7%
TURBO2876 · 6%
DREAMERS1412 · 3%
SUB-GIFTER1273 · 2%
RAGING-WOLF-HELM1236 · 2%

Core community

120

≥3 interactions

Drive-by

3,162

1 msg · 0 interactions

Mentions

747

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	itsbubblespng	→	jasontheween	24
02	brianh21	→	jasontheween	11
03	bbcrusher0904	→	jasontheween	10
04	yayaaa778	→	jasontheween	7
05	1travis7	→	minionspittingpopcornlol	7
06	minionspittingpopcornlol	→	1travis7	6
07	bulletbille	→	streetw1se	5
08	streetw1se	→	bulletbille	5
09	vespravxltron	→	jasontheween	5
10	sanggyn	→	jasontheween	4
11	leaspamm12	→	jasontheween	4
12	kamuykocha	→	jasontheween	4

Chat tape

NOTABLE MESSAGES

00:00temumessi1OPENER
took you long enough
00:00bbcrusher0904PING
@jasontheween what did u think about the proposal
01:00isaiahayala8PEAK
yoooooooooooooo
01:00maverick_676767PEAK
lock in lil boy
01:00willythemanmanPEAK
you look good👀👀👀
01:00goatedtckPEAK
Goat 🐐🐐🐐

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

0.73

0 = broad, 1 = few voices

Loyal chatters

1772

≥5 msgs

Sub messages

14%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.9%
CAPS RAGE18.7%
SPAM/PASTA8.1%
BOT MSGS0.1%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	twitch.tv	×113	35	2m→123m	ORGANIC
CMD	!watchtime	×35	29	5m→126m	ORGANIC
CMD	!schedule	×8	8	4m→117m	ORGANIC
LINK	tinyurl.com	×8	1	4m→117m	BOT TIMER
LINK	discord.gg	×7	1	57m→128m	BOT TIMER
CMD	!discord	×6	5	64m→128m	ORGANIC
CMD	!followers	×5	2	57m→130m	ORGANIC
CMD	!time	×3	3	4m→107m	ORGANIC
CMD	!followage	×3	3	84m→114m	ORGANIC
CMD	!chatters	×2	2	4m→65m	ORGANIC
LINK	7tv.app	×1	1	4m→4m	BOT TIMER
CMD	!subcount	×1	1	14m→14m	ORGANIC
CMD	!watch	×1	1	17m→17m	ORGANIC
CMD	!hours	×1	1	18m→18m	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

ES0.5%
EN9.9%
OTHER / EMOTE-ONLY89.6%

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 51,510CHATTERS 7388POS 9,116NEG 205TOP KEYWORD “LMFAO” ×1172GINI 0.73BOTS 15PEAK ×4.6 @ 3m

jasontheween's Streamer University stream "SAYING GOODBYE" on Jul 20, 2026 generated 51,510 messages from 7,388 unique chatters (384.4 msgs/min average, peaking at 608/min). Sentiment ran 9,116 positive vs 205 negative, and the top keyword was "lmfao" (×1172). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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