bendadonnn — Streamer University stream analytics — Jul 15, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 15, 2026 · VOD 2820813875

Chat mood & viewers

17,600 MSGS

Positive

1,834

10.4% of msgs

Negative

171

1.0% of msgs

Neutral

15,595

88.6% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,834 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

155 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

155 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

01:00EMOTES×8.5clip suggested Watch VOD
47 emote msgs — ×8.5 the average
- datguhhhh: Idk why I fell for ts lol
- elijahdamonkee: He in Miami
01:00SPIKE×3.5clip suggested Watch VOD
399 msgs — ×3.5 the stream average
- datguhhhh: Idk why I fell for ts lol
- elijahdamonkee: He in Miami
02:00EMOTES×3.8clip suggested Watch VOD
21 emote msgs — ×3.8 the average
- ibrahimelbeka: it’s old look at his hair
- emerilx: ur funny as shit
03:00EMOTES×6.7clip suggested Watch VOD
37 emote msgs — ×6.7 the average
- grandpajoeqwer: what is happening
- ogwall52: 😂😂😂😂😂😂😂😂😂😂😂
03:00INFLUX×6.7clip suggested Watch VOD
168 first-time chatters in one minute (raid-like influx)
- grandpajoeqwer: what is happening
- ogwall52: 😂😂😂😂😂😂😂😂😂😂😂

Keyword tracker

TOP 14

this577
that570
they396
here354
like291
live282
what258
year249
lmao248
lola240
damn219
there210
shit200
nigga175

Bot radar

7 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	2	1.00	known	known bot account
jglissin32	17	0.55	medium	15 messages fired <2s apart · 17 msgs/min sustained
earlwithane3	17	0.55	medium	4 messages fired <2s apart · 17 msgs/min sustained
lockssoldsep	16	0.55	medium	14 messages fired <2s apart · 16 msgs/min sustained
shungshiii	11	0.55	medium	3 messages fired <2s apart · 11 msgs/min sustained
sungirl920	38	0.45	medium	repeated one message ×26 (68% of output)
justkalani	6	0.45	medium	repeated one message ×4 (67% of output)

Emote pulse

TOP 8

StreamerU2026681
LUL646
jaycin3Shark361
bendad1Turnmeup353
jaycin3Pinkshark156
bendad1Offuddt135
jaycin3Pinjk119
thelal12Pinkshark115

Evidence tape

6 MSGS

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: WE MADE IT TO STREAMER UNIVERSITY 2026!
01:00datguhhhhPEAK
Idk why I fell for ts lol
01:00elijahdamonkeePEAK
He in Miami
01:00miyahhhfrmmpPEAK
why is Kai not live
01:00Officiallawrence28PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00khadijah0390PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump155 min · 943,861 views

Chat rate · per minute

H 399AVG 113.56 PEAKS

burst heat · 0m → 154m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

011:00 · 399 msgs×3.5
trending: “StreamerU2026”
- datguhhhh: Idk why I fell for ts lol
- elijahdamonkee: He in Miami
- miyahhhfrmmp: why is Kai not live
023:00 · 337 msgs×3
trending: “StreamerU2026”
- grandpajoeqwer: what is happening
- ogwall52: 😂😂😂😂😂😂😂😂😂😂😂
- Distract3d2: StreamerU2026 StreamerU2026 StreamerU2026
0338:00 · 366 msgs×3.2
trending: “StreamerU2026”
- Showbizz: RON RON RON RON
- babytrapp2939: SILKY REEM
- LaelisLive: BILZO MADI AND REEM
0473:00 · 335 msgs×3
trending: “you”
- thatboymeat: wwwwwwwww
- msbeecosta: yeahhhhh Toronto stand up!!!!
- OVYEDDeno: @bendadonnn got slimmed by ur own man ICE MAN COLD
0598:00 · 328 msgs×2.9
trending: “LUL”
- f4st7ife: AAAYYYYOOOOOO
- AOtooTall: dtchatMartinStare
- MalDevante: BRUH HE BE OVERLY DOING IT
06139:00 · 313 msgs×2.8
trending: “you”
- gerald_h67: THIS NIGGA BEN LYING LMAO
- 1mani_g: BEN CHECK YA EMAIL
- doingtoomuchughh: 💙💙💙💙💙💙💙💙💙💙💙💙💙

Chat tape · highlights

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: WE MADE IT TO STREAMER UNIVERSITY 2026!
01:00datguhhhhPEAK
Idk why I fell for ts lol
01:00elijahdamonkeePEAK
He in Miami
01:00miyahhhfrmmpPEAK
why is Kai not live
01:00Officiallawrence28PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00khadijah0390PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00xoxoxododkdjdjdjejjsjsskPEAK
U ANNOYINGGGG
03:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! Drop a reaction in our X communit

Top chatter

RANK 01

IRISHYSHANE17

MSGS
SENT

FIRST SEEN 6:00 · 1.6% OF ALL CHATMOD

Unique chatters

3,866

0% of viewers

Msgs / chatter

4.6

17,600 msgs total

From subs

14%

2,405 msgs

Bots filtered

2 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS12% OF CHAT

#	Chatter	Badges	Msgs	Share
01	IRISHYSHANE17	MOD	277	1.6%
02	no1fr	MODSUB	233	1.3%
03	410dumdum		129	0.7%
04	EmanTGOD	SUB	105	0.6%
05	HAZESOL		96	0.5%
06	gerald_h67		95	0.5%
07	theboysameer		89	0.5%
08	gleesyy_		89	0.5%
09	DshmittyTheGoat		88	0.5%
10	1mani_g	SUB	87	0.5%
11	lijordan226		84	0.5%
12	AOtooTall	SUB	81	0.5%
13	icemantrim		81	0.5%
14	dk2181		79	0.4%
15	perc_rsa		77	0.4%
16	508mazii		76	0.4%
17	unclepeeski		73	0.4%
18	tpainisthebest	SUB	72	0.4%
19	leya3x_		71	0.4%
20	jeeRoz		70	0.4%

User types · badge mix

105 BADGES

PREMIUM3,001 · 17%
SUBSCRIBER2,258 · 13%
TURBO1,717 · 10%
FOOTBALL-FEST-2026906 · 5%
WENT-OUTSIDE820 · 5%
MODERATOR561 · 3%
RAGING-WOLF-HELM413 · 2%
SHARE-THE-LOVE323 · 2%

New chatters · arrival curve

3866 TOTAL

first-message arrivals · 0m → 154m

445 joined in the first 2 minutes = 12% of all chatters

Returning

811

≥5 msgs sent

One-and-done

1769

single message

Most mentioned

417 @s

@bendadonnn41 · 18u
@lijordan22612 · 6u
@leya3x_9 · 2u
@no1fr7 · 6u
@irishyshane175 · 5u
@410dumdum5 · 3u
@icemantrim5 · 5u
@clipsdoctorclips5 · 3u

Top interactors

WHO PINGS MOST

no1fr25
irishyshane1716
leya3x_13
410dumdum10
kingibubbles10
hwpx_19
lijordan2269
aotootall8

Chat tape

NOTABLE MSGS

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: WE MADE IT TO STREAMER UNIVERSITY 2026!
01:00datguhhhhPEAK
Idk why I fell for ts lol
01:00elijahdamonkeePEAK
He in Miami
01:00miyahhhfrmmpPEAK
why is Kai not live
01:00Officiallawrence28PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00khadijah0390PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00xoxoxododkdjdjdjejjsjsskPEAK
U ANNOYINGGGG
03:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! Drop a reaction in our X communit

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

1,288 msgs

Top 50 chatters

21%

3,708 msgs

Remaining

3816

share 79%

TOP 10 · 7%REST · 3856 CHATTERS · 93%

StreamerU2026 ×681LUL ×646jaycin3Shark ×361bendad1Turnmeup ×353jaycin3Pinkshark ×156bendad1Offuddt ×135jaycin3Pinjk ×119thelal12Pinkshark ×115lacyKEK ×102fanumYUER ×74

Emote volume

MSGS W/ EMOTES

Of all messages

4.9%

17,600 msgs scanned

Emote codes

3,899 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

3,059

6,825

5,920

1,440

276

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

Median

13 ch

P90

41 ch

Max

464 ch

Chat DNA

% OF ALL MSGS

Caps rage

14.2%

2,491 msgs

Questions

3.2%

567 msgs

Mentions

2.4%

415 @calls

Commands

0.0%

2 !calls

CAPS14.2%
QUESTIONS3.2%
MENTIONS2.4%
COMMANDS0.0%

Top multiplier

#1 EMOTE

StreamerU2026

official emote · per-minute flow

02LUL×646
03jaycin3Shark×361
04bendad1Turnmeup×353

Emote leaderboard

OFFICIAL7TV-STYLE

StreamerU2026×681
LUL×646
jaycin3Shark×361
bendad1Turnmeup×353
jaycin3Pinkshark×156
bendad1Offuddt×135
jaycin3Pinjk×119
thelal12Pinkshark×115
lacyKEK×102
fanumYUER×74
fanumTROUPEani1×70
TombRaid×69
fanumSUPD×68
fawnlyNeonJam×64
fawnlyCHIPPI×62
bendad1Stampdat×61

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	here	×156	145	30m→59m	VIRAL
02	😂😂😂😂	×119	80	0m→148m	VIRAL
03	😂😂😂	×116	89	0m→148m	VIRAL
04	😂😂😂😂😂	×72	57	0m→148m	VIRAL
05	😂😂😂😂😂😂	×61	54	0m→146m	VIRAL
06	lmao	×57	49	0m→147m	VIRAL
07	🤣🤣🤣	×45	40	1m→148m	VIRAL
08	lmaooo	×44	34	0m→153m	VIRAL
09	😭😭😭	×42	28	0m→139m	VIRAL
10	🤣🤣🤣🤣	×39	34	1m→149m	VIRAL

Keyword cloud

TOP 18 TOKENS

this₅₇₇that₅₇₀they₃₉₆here₃₅₄like₂₉₁live₂₈₂what₂₅₈year₂₄₉lmao₂₄₈lola₂₄₀damn₂₁₉there₂₁₀shit₂₀₀nigga₁₇₅yall₁₆₆last₁₆₁with₁₅₈look₁₄₃

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

01:00datguhhhhPEAK
Idk why I fell for ts lol
01:00elijahdamonkeePEAK
He in Miami
01:00miyahhhfrmmpPEAK
why is Kai not live
01:00Officiallawrence28PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00khadijah0390PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00xoxoxododkdjdjdjejjsjsskPEAK
U ANNOYINGGGG
03:00therealmissyobrianWALL
FOLLOW BEN ON ALL SOCIALS: https://link.me/bendadonnn FOR NO ADS & EMOTES SUB UP CHAT! Drop a reaction in our X communit

User colors

TOP 16

Participation inequality

3,866 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

18%

39 users

Top 5%

42%

193 users

Top 10%

55%

387 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 msg1,769USERS1,769MSGS10.1%
2-4 msgs1,286USERS3,366MSGS19.1%
5-19 msgs651USERS5,641MSGS32.1%
20+ msgs160USERS6,824MSGS38.8%

160 super-active users (4.1% of chatters) wrote 39% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@bendadonnn41 · by 18 users
@lijordan22612 · by 6 users
@leya3x_9 · by 2 users
@no1fr7 · by 6 users
@irishyshane175 · by 5 users
@410dumdum5 · by 3 users
@icemantrim5 · by 5 users
@clipsdoctorclips5 · by 3 users
@aythaa145 · by 5 users
@trinityunit904 · by 2 users

Top interactors

WHO REACHES OUT

no1fr25 sent
irishyshane1716 sent
leya3x_13 sent
410dumdum10 sent
kingibubbles10 sent
hwpx_19 sent
lijordan2269 sent
aotootall8 sent
theboysameer7 sent
clipsdoctorclips7 sent

Badge mix

TOP 8

PREMIUM3001 · 17%
SUBSCRIBER2258 · 13%
TURBO1717 · 10%
FOOTBALL-FEST-2026906 · 5%
WENT-OUTSIDE820 · 5%
MODERATOR561 · 3%
RAGING-WOLF-HELM413 · 2%
SHARE-THE-LOVE323 · 2%

Core community

≥3 interactions

Drive-by

1,711

1 msg · 0 interactions

Mentions

417

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	kingibubbles	→	bendadonnn	9
02	lijordan226	→	leya3x_	8
03	leya3x_	→	lijordan226	7
04	theboysameer	→	bendadonnn	6
05	hwpx_1	→	bendadonnn	5
06	ttv_builtfromashes14	→	bendadonnn	3
07	ovyeddeno	→	bendadonnn	2
08	hwpx_1	→	bendadonnnn	2
09	no1fr	→	trinityunit90	2
10	no1fr	→	aotootall	2
11	officialslondo	→	ovojaylen	2
12	celloox	→	bendadonnn	2

Chat tape

NOTABLE MESSAGES

00:00StreamElementsOPENER
bendadonnn is now live! Streaming Streamer University: WE MADE IT TO STREAMER UNIVERSITY 2026!
01:00datguhhhhPEAK
Idk why I fell for ts lol
01:00elijahdamonkeePEAK
He in Miami
01:00miyahhhfrmmpPEAK
why is Kai not live
01:00Officiallawrence28PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026
01:00khadijah0390PEAK
StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026

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

0.63

0 = broad, 1 = few voices

Loyal chatters

811

≥5 msgs

Sub messages

14%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY1.7%
CAPS RAGE14.2%
SPAM/PASTA6.0%
BOT MSGS0.0%

Sponsor signals · detected in chat

4 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	x.com	×3	1	3m→8m	ORGANIC
LINK	link.me	×2	1	3m→8m	ORGANIC
LINK	discord.gg	×2	1	3m→8m	ORGANIC
CMD	!watchtime	×2	2	11m→11m	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%
EN20.9%
OTHER / EMOTE-ONLY78.0%

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 17,600CHATTERS 3866POS 1,834NEG 171TOP KEYWORD “THIS” ×577GINI 0.631BOTS 7PEAK ×12.8 @ 136m

bendadonnn's Streamer University stream "WE MADE IT TO STREAMER UNIVERSITY 2026!" on Jul 15, 2026 generated 17,600 messages from 3,866 unique chatters (113.5 msgs/min average, peaking at 399/min). Sentiment ran 1,834 positive vs 171 negative, and the top keyword was "this" (×577). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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bendadonnn stream analytics summary