bendadonnn — Streamer University stream analytics — Jul 19, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 19, 2026 · VOD 2823953148

Chat mood & viewers

7,402 MSGS

Positive

650

8.8% of msgs

Negative

1.1% of msgs

Neutral

6,669

90.1% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

650 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

144:000.50→-0.12Δ-0.62
143:000.08→0.50Δ+0.42
36:00-0.05→0.34Δ+0.39
50:00-0.16→0.19Δ+0.35
106:000.20→-0.10Δ-0.30
146:00-0.29→0.00Δ+0.29

Mood regime · per minute

229 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

229 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

00:00EMOTES×8clip suggested Watch VOD
8 emote msgs — ×8 the average
- StreamElements: bendadonnn is now live! Streaming Streamer University: FIRST DAY OF SU 📚 LETS G
- toriharv: morning handsome
02:00EMOTES×6clip suggested Watch VOD
6 emote msgs — ×6 the average
- boicash: make a nat trap
- innabluntzz: babes change the pants
04:00INFLUX×4.2clip suggested Watch VOD
42 first-time chatters in one minute (raid-like influx)
- jeeRoz: yuuuuuurrrrrrrrrrrr
- julianxxavier: that tone?
29:00EMOTES×4clip suggested Watch VOD
4 emote msgs — ×4 the average
- sergiogsalazar: Iyelll that out loud
- 19england: funny Ben
36:00EMOTES×5clip suggested Watch VOD
5 emote msgs — ×5 the average
- dreyday502: yall leave 2ma I thought
- briamorxo: awww wardrobe

Keyword tracker

TOP 14

they276
yall270
that250
rakai247
yonna223
what162
where153
with147
like123
this118
mike112
there105
leave102
just101

Bot radar

12 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	11	1.00	known	known bot account
blameyume	15	0.70	high	repeated one message ×8 (53% of output) · 15 msgs/min sustained
edmundtanfilms	12	0.55	medium	10 messages fired <2s apart · 11.1 msgs/min sustained
supremedemon248	12	0.55	medium	10 messages fired <2s apart · 12 msgs/min sustained
skuurton504	11	0.55	medium	10 messages fired <2s apart · 11 msgs/min sustained
londonhebert	16	0.45	medium	repeated one message ×9 (56% of output)
shmoney_215	10	0.45	medium	repeated one message ×6 (60% of output)
shaunstxxz	9	0.45	medium	repeated one message ×6 (67% of output)
jmoney_919	8	0.45	medium	repeated one message ×8 (100% of output)
ljhammock	7	0.45	medium	repeated one message ×4 (57% of output)
triple333bre	6	0.45	medium	repeated one message ×4 (67% of output)
nate2r3al	5	0.45	medium	repeated one message ×5 (100% of output)

Emote pulse

TOP 8

LUL120
StreamerU2026106
bendad1Turnmeup88
bendad1Offuddt85
bendad1Wen1045
bendad1Grills32
TwitchConHYPE30
bendad1Countinpape26

Evidence tape

6 MSGS

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: FIRST DAY OF SU 📚 LETS GET ACTIVE 📚 DAY 1
01:00therealmissyobrianWALL
BEN - FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bend
02:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bendadonnn
03:00Mr_SandmansPING
@bendadonnn we to old for this shit
10:00freshant123PING
Bryce ain't the key in your bag? @bendadonnn
10:00freshant123PING
@bendadonnn Bryce back pack chat

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump228 min · 1,035,724 views

Chat rate · per minute

H 148AVG 32.36 PEAKS

burst heat · 0m → 228m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

011:00 · 107 msgs×3.3
trending: “the”
- skills_215_: skills_215_ subscribed at Tier 1. They've subscribed for 5 months, currently on a 5 month
- yerrrrrrrrrrrrrrr212: Wait you got there on last day ?
- prettylittleliars_21: good morning
0230:00 · 91 msgs×2.8
trending: “her”
- HunchoNeno: damn queen naija
- habibtiplsss: ask her her name
- baldygaming409: bendad1Offuddt bendad1Offuddt bendad1Offuddt bendad1Offuddt bendad1Offuddt
0336:00 · 109 msgs×3.4
trending: “Ben”
- dreyday502: yall leave 2ma I thought
- briamorxo: awww wardrobe
- Jefe300: FACXXXXXXXX
04207:00 · 148 msgs×4.6
trending: “the”
- jmoneey400: HURT THAT YALL LEAVING MAN 🫩
- 2Cute2CareorGAF: Dang Kai not even going to say Bye
- ljhammock: tell DDG check twitterrr
05210:00 · 113 msgs×3.5
trending: “the”
- xkrazihoodlumx: YALL THE ONLY MFS ON THE BUS LIKE SOME GOOD BOYS! lol
- realmari26: funnest part of yesterday??
- loveeviv: WHAT ABOUT YONNA
06223:00 · 85 msgs×2.6
trending: “yall”
- indiadarawestt: the alumni MADE SU
- sipthm: ben you old ash
- skinnyczn: suburb the only mf turnt this year

Chat tape · highlights

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: FIRST DAY OF SU 📚 LETS GET ACTIVE 📚 DAY 1
01:00therealmissyobrianWALL
BEN - FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bend
02:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bendadonnn
03:00Mr_SandmansPING
@bendadonnn we to old for this shit
10:00freshant123PING
Bryce ain't the key in your bag? @bendadonnn
10:00freshant123PING
@bendadonnn Bryce back pack chat
16:00yayah0PING
@bendadonnn how you feel bout max 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
17:00UrbanThanosPING
what was the name of that Song playing when bro pulled up in the RR my G @bendadonnn

Top chatter

RANK 01

IRISHYSHANE17

MSGS
SENT

FIRST SEEN 54:00 · 2.1% OF ALL CHATMODSUB

Unique chatters

2,313

0% of viewers

Msgs / chatter

3.2

7,402 msgs total

From subs

11%

835 msgs

Bots filtered

11 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS17% OF CHAT

#	Chatter	Badges	Msgs	Share
01	IRISHYSHANE17	MODSUB	153	2.1%
02	sw_xo49	MOD	132	1.8%
03	dreyday502		126	1.7%
04	4kisalwaysthegoat		95	1.3%
05	ineedsomewifi		81	1.1%
06	slaythemike_		76	1.0%
07	sp5dershann		62	0.8%
08	tonytoponi1		55	0.7%
09	offudht		53	0.7%
10	briamorxo		49	0.7%
11	caknight79	SUB	46	0.6%
12	yourfavoriteisme	SUB	43	0.6%
13	raygeekin410		43	0.6%
14	ESTGSMOOTH24		42	0.6%
15	yunggreatness74		42	0.6%
16	AffluentProblemz		38	0.5%
17	4ntmannn	SUB	37	0.5%
18	IndigoVixen01		35	0.5%
19	EmanTGOD	SUB	35	0.5%
20	mulajarett_twitch		34	0.5%

User types · badge mix

64 BADGES

SUBSCRIBER835 · 11%
TURBO786 · 11%
PREMIUM672 · 9%
MODERATOR323 · 4%
FOOTBALL-FEST-2026320 · 4%
PREDICTIONS320 · 4%
WENT-OUTSIDE234 · 3%
TWITCH-RECAP-2023184 · 2%

New chatters · arrival curve

2313 TOTAL

first-message arrivals · 0m → 228m

134 joined in the first 2 minutes = 6% of all chatters

Returning

342

≥5 msgs sent

One-and-done

1193

single message

Most mentioned

593 @s

@bendadonnn10 · 7u
@jessestillhere_9 · 6u
@mulajarett_twitch8 · 5u
@4ntmannn8 · 8u
@4kisalwaysthegoat7 · 7u
@missceeaj37 · 7u
@cassiegoddess7 · 6u
@alexbehindthecamera7 · 5u

Top interactors

WHO PINGS MOST

irishyshane1732
dreyday50218
4kisalwaysthegoat15
streamelements10
sp5dershann8
offudht8
sly4for47
curtissnoww7

Chat tape

NOTABLE MSGS

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: FIRST DAY OF SU 📚 LETS GET ACTIVE 📚 DAY 1
01:00therealmissyobrianWALL
BEN - FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bend
02:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bendadonnn
03:00Mr_SandmansPING
@bendadonnn we to old for this shit
10:00freshant123PING
Bryce ain't the key in your bag? @bendadonnn
10:00freshant123PING
@bendadonnn Bryce back pack chat
16:00yayah0PING
@bendadonnn how you feel bout max 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
17:00UrbanThanosPING
what was the name of that Song playing when bro pulled up in the RR my G @bendadonnn

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

12%

882 msgs

Top 50 chatters

27%

1,984 msgs

Remaining

2263

share 73%

TOP 10 · 12%REST · 2303 CHATTERS · 88%

LUL ×120StreamerU2026 ×106bendad1Turnmeup ×88bendad1Offuddt ×85bendad1Wen10 ×45bendad1Grills ×32TwitchConHYPE ×30bendad1Countinpape ×26emantgBigw ×26kaicDubs ×22

Emote volume

MSGS W/ EMOTES

Of all messages

2.8%

7,402 msgs scanned

Emote codes

816 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

830

2,326

3,129

944

153

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

Median

18 ch

P90

49 ch

Max

417 ch

Chat DNA

% OF ALL MSGS

Caps rage

9.7%

716 msgs

Questions

4.6%

343 msgs

Mentions

8.0%

595 @calls

Commands

0.1%

11 !calls

CAPS9.7%
QUESTIONS4.6%
MENTIONS8.0%
COMMANDS0.1%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02StreamerU2026×106
03bendad1Turnmeup×88
04bendad1Offuddt×85

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×120
StreamerU2026×106
bendad1Turnmeup×88
bendad1Offuddt×85
bendad1Wen10×45
bendad1Grills×32
TwitchConHYPE×30
bendad1Countinpape×26
emantgBigw×26
kaicDubs×22
really264HCSPRIRAL×22
bendad1Stampdat×19
somjuuVibin×18
milymiRave×18
bendad1Crying×12
LaLaLa×11

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	😂😂😂	×43	32	27m→222m	VIRAL
02	😂😂😂😂	×40	33	1m→225m	VIRAL
03	😂😂	×27	21	4m→225m	VIRAL
04	😂😂😂😂😂	×23	16	27m→225m	VIRAL
05	🤣🤣🤣🤣	×18	17	1m→225m	VIRAL
06	🤣🤣🤣	×18	16	27m→224m	VIRAL
07	say bye to yonna	×16	8	167m→209m	NICHE
08	😂😂😂😂😂😂😂	×15	10	2m→202m	VIRAL
09	😂😂😂😂😂😂	×15	10	19m→222m	VIRAL
10	lmao	×14	13	8m→218m	VIRAL

Keyword cloud

TOP 18 TOKENS

they₂₇₆yall₂₇₀that₂₅₀rakai₂₄₇yonna₂₂₃what₁₆₂where₁₅₃with₁₄₇like₁₂₃this₁₁₈mike₁₁₂there₁₀₅leave₁₀₂just₁₀₁alumni₉₉them₉₆going₉₃last₉₂

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

01:00therealmissyobrianWALL
BEN - FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bend
02:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bendadonnn
29:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bendadonnn
61:00IRISHYSHANE17WALL
bendad1Countinpape bendad1Countinpape bendad1Countinpape bendad1Countinpape bendad1Countinpape bendad1Countinpape bendad
73:00rcriney123WALL
bendad1Turnmeup bendad1Turnmeup bendad1Turnmeup bendad1Turnmeup bendad1Turnmeup bendad1Turnmeup bendad1Turnmeup bendad1T
78:00kaykaydaprophetWALL
bendad1Offuddt bendad1Offuddt bendad1Offuddt bendad1Offuddt bendad1Offuddt bendad1Offuddt bendad1Offuddt bendad1Offuddt
92:00daviooo2xsWALL
really264HCSPRIRAL really264HCSPRIRAL really264HCSPRIRAL really264HCSPRIRAL really264HCSPRIRAL really264HCSPRIRAL really

User colors

TOP 16

Participation inequality

2,313 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

18%

23 users

Top 5%

38%

116 users

Top 10%

50%

231 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 msg1,193USERS1,193MSGS16.1%
2-4 msgs778USERS1,950MSGS26.3%
5-19 msgs298USERS2,386MSGS32.2%
20+ msgs44USERS1,873MSGS25.3%

44 super-active users (1.9% of chatters) wrote 25% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@bendadonnn10 · by 7 users
@jessestillhere_9 · by 6 users
@mulajarett_twitch8 · by 5 users
@4ntmannn8 · by 8 users
@4kisalwaysthegoat7 · by 7 users
@missceeaj37 · by 7 users
@cassiegoddess7 · by 6 users
@alexbehindthecamera7 · by 5 users
@dreyday5026 · by 5 users
@jrb01966 · by 5 users

Top interactors

WHO REACHES OUT

irishyshane1732 sent
dreyday50218 sent
4kisalwaysthegoat15 sent
streamelements10 sent
sp5dershann8 sent
offudht8 sent
sly4for47 sent
curtissnoww7 sent
darealjl7 sent
yourfavoriteisme5 sent

Badge mix

TOP 8

SUBSCRIBER835 · 11%
TURBO786 · 11%
PREMIUM672 · 9%
MODERATOR323 · 4%
FOOTBALL-FEST-2026320 · 4%
PREDICTIONS320 · 4%
WENT-OUTSIDE234 · 3%
TWITCH-RECAP-2023184 · 2%

Core community

138

≥3 interactions

Drive-by

1,087

1 msg · 0 interactions

Mentions

593

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	curtissnoww	→	deucebandz25	4
02	goorudagawd	→	mulajarett_twitch	4
03	freshant123	→	bendadonnn	3
04	deucebandz25	→	curtissnoww	3
05	4kisalwaysthegoat	→	differentsteps	3
06	mialikesfrogs1	→	210prime	3
07	dakusujiyama777	→	indigovixen01	3
08	sierravapez	→	shardiam88	3
09	bmorecruddy	→	wampumo	3
10	offudht	→	regtoofunny	3
11	cv_budd	→	7beenthat_	3
12	kiwifromearth	→	chibaby22	2

Chat tape

NOTABLE MESSAGES

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: FIRST DAY OF SU 📚 LETS GET ACTIVE 📚 DAY 1
01:00therealmissyobrianWALL
BEN - FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bend
02:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! https://twitch.tv/subs/bendadonnn
03:00Mr_SandmansPING
@bendadonnn we to old for this shit
10:00freshant123PING
Bryce ain't the key in your bag? @bendadonnn
10:00freshant123PING
@bendadonnn Bryce back pack chat

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

0.56

0 = broad, 1 = few voices

Loyal chatters

342

≥5 msgs

Sub messages

11%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY1.9%
CAPS RAGE9.7%
SPAM/PASTA4.6%
BOT MSGS0.1%

Sponsor signals · detected in chat

7 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!followage	×9	9	62m→131m	ORGANIC
LINK	link.me	×3	1	1m→29m	ORGANIC
LINK	twitch.tv	×3	1	1m→29m	ORGANIC
LINK	x.com	×3	1	1m→29m	ORGANIC
LINK	discord.gg	×3	1	1m→29m	ORGANIC
CMD	!discord	×1	1	62m→62m	ORGANIC
CMD	!watchtime	×1	1	183m→183m	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%
EN28.1%
OTHER / EMOTE-ONLY71.1%

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 7,402CHATTERS 2313POS 650NEG 83TOP KEYWORD “THEY” ×276GINI 0.559BOTS 12PEAK ×8 @ 0m

bendadonnn's Streamer University stream "FIRST DAY OF SU 📚 LETS GET ACTIVE 📚 DAY 1" on Jul 19, 2026 generated 7,402 messages from 2,313 unique chatters (32.3 msgs/min average, peaking at 148/min). Sentiment ran 650 positive vs 83 negative, and the top keyword was "they" (×276). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

bendadonnn stream analytics summary