ibai — Just Chatting stream analytics — Jul 18, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 18, 2026 · VOD 2823106325

Chat mood & viewers

15,667 MSGS

Positive

1,006

6.4% of msgs

Negative

225

1.4% of msgs

Neutral

14,436

92.1% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,006 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

146 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

146 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

47:00INFLUX×2.8clip suggested Watch VOD
76 first-time chatters in one minute (raid-like influx)
- xavi_ierLUDQ: jaskdjasjdas
- gaelillo10: 🇦🇷 Argentina resumida en 3 titulares, sin necesidad de hablar de fútbol: 🇵🇪
56:00EMOTES×2.9clip suggested Watch VOD
21 emote msgs — ×2.9 the average
- j_ghostom_j: Nos va dar una roja minimo
- Sneroz: LOS DOS DE PENAL
57:00EMOTES×3.6clip suggested Watch VOD
26 emote msgs — ×3.6 the average
- Conesard: Os sacamos a bailar mañana argentinos, qué ganitas
- j_ghostom_j: ARRIBA ESPAÑA
57:00SPIKE×2.8clip suggested Watch VOD
296 msgs — ×2.8 the stream average
- Conesard: Os sacamos a bailar mañana argentinos, qué ganitas
- j_ghostom_j: ARRIBA ESPAÑA
58:00EMOTES×3.1clip suggested Watch VOD
22 emote msgs — ×3.1 the average
- kamkam_el: Jajaajaajajajajajajaja
- AlanBossi08: @thepxrge JAJAJA No Aguantas?

Keyword tracker

TOP 14

ibai914
españa866
argentina645
calvo393
messi363
mundial329
mañana318
tiene303
final256
lamine243
subscribed229
mejor207
bosque207
gana205

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
moobot	3	1.00	known	known bot account
gabri201220	10	0.55	medium	4 messages fired <2s apart · 10 msgs/min sustained
laiaplay	13	0.45	medium	repeated one message ×12 (92% of output)
marrocrack07	12	0.45	medium	repeated one message ×6 (50% of output)
patoski12	11	0.45	medium	repeated one message ×6 (55% of output)
allolux	11	0.45	medium	repeated one message ×6 (55% of output)
souxgxr	10	0.45	medium	repeated one message ×6 (60% of output)
xmrdam	9	0.45	medium	repeated one message ×5 (56% of output)
xsemiten_	7	0.45	medium	repeated one message ×4 (57% of output)
ericomg4k	7	0.45	medium	repeated one message ×4 (57% of output)
tanesenpaii	7	0.45	medium	repeated one message ×4 (57% of output)
andriujungle26	5	0.45	medium	repeated one message ×4 (80% of output)
lukeloock	5	0.45	medium	repeated one message ×5 (100% of output)
jfarias___	5	0.45	medium	repeated one message ×5 (100% of output)
santi_uru10	5	0.45	medium	repeated one message ×5 (100% of output)

Emote pulse

TOP 8

LUL448
xdd248
ibaiGG154
ibaiQuePasaCrack3101
<391
ibaiFeliz82
xavist5HOLA65
ibaiNT64

Evidence tape

6 MSGS

00:00suzuuchiOPENER
ola ibey
00:00elmoreflowPING
@ibai olisiwi
05:00PieroCostPING
como estas rey @ibai
05:00b0ostedmanPING
@ibai ibai.... mñn campeonamos confia
05:00ginercinPING
ginercin subscribed with Prime. They've subscribed for 58 months! @ibai deberias echar un ojo a jaime mellado apoyando a
07:00RalikosPING
ibai soy argentino, el domingo te odio y el lunes te vuelvo a amar, no te preocupes @ibai

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump145 min · 244,418 views

Chat rate · per minute

H 323AVG 107.36 PEAKS

burst heat · 0m → 145m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0157:00 · 296 msgs×2.8
trending: “melo002Rio”
- Conesard: Os sacamos a bailar mañana argentinos, qué ganitas
- j_ghostom_j: ARRIBA ESPAÑA
- golfomalwares: UN PIKITO
0270:00 · 200 msgs×1.9
trending: “que”
- SuRePlayy__: Y soltaste factos
- frantworre: infiltrado en España? masonnnn
- briana_018481: que verguenza dan los args
0377:00 · 197 msgs×1.8
trending: “que”
- Sr_Chocolat: menos messi son todos de españa
- Krazzzyyy_8: sadjasjdasdj
- raaaaaauuuuuul77: parece que tus últimos streams están echos para argentinos
0491:00 · 323 msgs×3
trending: “del”
- alfonrd: Del Bosque estaba deforestao
- javiergm15: Vicente del Bosque
- GaboZky_: Mañana se rompe Baldge
0596:00 · 187 msgs×1.7
trending: “calvo”
- scrazerr: calvo no signfica no tener ni un pelo
- pedromorales16: Hara debate con alguien la cobra o alguien?
- goredjavi: Eso es calvo
06117:00 · 197 msgs×1.8
trending: “con”
- benitron669: estamnos jodidisimos
- Mevak_33: SPEED es la mufa
- manuujc_: @ibai GANA UNIVERSIDAD CATOLICA

Chat tape · highlights

00:00suzuuchiOPENER
ola ibey
00:00elmoreflowPING
@ibai olisiwi
05:00PieroCostPING
como estas rey @ibai
05:00b0ostedmanPING
@ibai ibai.... mñn campeonamos confia
05:00ginercinPING
ginercin subscribed with Prime. They've subscribed for 58 months! @ibai deberias echar un ojo a jaime mellado apoyando a
07:00RalikosPING
ibai soy argentino, el domingo te odio y el lunes te vuelvo a amar, no te preocupes @ibai
11:00123jhanatan123WALL
ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQueP
27:00RalikosWALL
@chochodevaca hay mucha desigualdad, es verdad, pero siempre se habla como que no tenemos para comer, y la verdad es que

Top chatter

RANK 01

atlantajose

MSGS
SENT

FIRST SEEN 1:00 · 1.0% OF ALL CHAT

Unique chatters

4,005

2% of viewers

Msgs / chatter

3.9

15,667 msgs total

From subs

433 msgs

Bots filtered

3 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS9% OF CHAT

#	Chatter	Badges	Msgs	Share
01	atlantajose		164	1.0%
02	Diegotn17		121	0.8%
03	qamiqace		88	0.6%
04	itsmikerok		87	0.6%
05	Xhuzo		80	0.5%
06	TrujollGG		78	0.5%
07	yonai90	SUB	76	0.5%
08	Sr_Chocolat	MOD	72	0.5%
09	NoMeLaboElNabo		67	0.4%
10	ernotabetico		64	0.4%
11	grindernegev		63	0.4%
12	karlkoxt		63	0.4%
13	anxo_forzadepor		60	0.4%
14	b0ostedman		59	0.4%
15	Tyrhemm		59	0.4%
16	justinrd056		55	0.4%
17	emanuele_galdi		54	0.3%
18	elviejosabe		53	0.3%
19	golfomalwares		53	0.3%
20	sr_cinefilo		50	0.3%

User types · badge mix

124 BADGES

PREMIUM1,995 · 13%
LA-VELADA-IV738 · 5%
FOOTBALL-FEST-2026713 · 5%
LA-VELADA-V-BADGE641 · 4%
RAGING-WOLF-HELM602 · 4%
SUBSCRIBER427 · 3%
BITS421 · 3%
FIRST-STAND-2026-VIEWER367 · 2%

New chatters · arrival curve

4005 TOTAL

first-message arrivals · 0m → 145m

44 joined in the first 2 minutes = 1% of all chatters

Returning

791

≥5 msgs sent

One-and-done

1916

single message

Most mentioned

856 @s

@ibai261 · 160u
@sr_chocolat30 · 19u
@thepxrge17 · 5u
@alanbossi0812 · 3u
@greyscaled11 · 10u
@ojedarojo9 · 4u
@kotaa_____8 · 7u
@4ngel_z07 · 6u

Top interactors

WHO PINGS MOST

angelquerendez0719
thepxrge17
hellsword715
souxgxr13
rodriog3311
b0ostedman9
ralikos9
sr_chocolat9

Chat tape

NOTABLE MSGS

00:00suzuuchiOPENER
ola ibey
00:00elmoreflowPING
@ibai olisiwi
05:00PieroCostPING
como estas rey @ibai
05:00b0ostedmanPING
@ibai ibai.... mñn campeonamos confia
05:00ginercinPING
ginercin subscribed with Prime. They've subscribed for 58 months! @ibai deberias echar un ojo a jaime mellado apoyando a
07:00RalikosPING
ibai soy argentino, el domingo te odio y el lunes te vuelvo a amar, no te preocupes @ibai
11:00123jhanatan123WALL
ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQueP
27:00RalikosWALL
@chochodevaca hay mucha desigualdad, es verdad, pero siempre se habla como que no tenemos para comer, y la verdad es que

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

897 msgs

Top 50 chatters

17%

2,637 msgs

Remaining

3955

share 83%

TOP 10 · 6%REST · 3995 CHATTERS · 94%

LUL ×448xdd ×248ibaiGG ×154ibaiQuePasaCrack3 ×101<3 ×91ibaiFeliz ×82xavist5HOLA ×65ibaiNT ×64ibaiKOI ×62ibaiLupa ×56

Emote volume

MSGS W/ EMOTES

Of all messages

6.7%

15,667 msgs scanned

Emote codes

2,328 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

2,044

4,181

5,910

2,760

690

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

Median

20 ch

P90

62 ch

Max

440 ch

Chat DNA

% OF ALL MSGS

Caps rage

11.1%

1,743 msgs

Questions

8.1%

1,265 msgs

Mentions

5.4%

843 @calls

Commands

0.0%

5 !calls

CAPS11.1%
QUESTIONS8.1%
MENTIONS5.4%
COMMANDS0.0%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02xdd×248
03ibaiGG×154
04ibaiQuePasaCrack3×101

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×448
xdd×248
ibaiGG×154
ibaiQuePasaCrack3×101
<3×91
ibaiFeliz×82
xavist5HOLA×65
ibaiNT×64
ibaiKOI×62
ibaiLupa×56
KEKW×53
NotLikeThis×50
GoalHype×46
xavist5Enojado×45
WutFace×42
ibaiOrgullo×42

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	KEKW	×31	18	46m→138m	VIRAL
02	7Cinema	×28	20	55m→89m	VIRAL
03	Hola	×23	21	0m→67m	VIRAL
04	España	×22	22	2m→115m	VIRAL
05	AURA	×22	18	47m→113m	VIRAL
06	PFFF	×20	15	10m→120m	VIRAL
07	jajaja	×19	16	47m→137m	VIRAL
08	Cinema	×16	16	49m→73m	VIRAL
09	anulo mufa	×15	13	33m→139m	VIRAL
10	jajajaja	×15	15	50m→137m	VIRAL

Keyword cloud

TOP 18 TOKENS

ibai₉₁₄españa₈₆₆argentina₆₄₅calvo₃₉₃messi₃₆₃mundial₃₂₉mañana₃₁₈tiene₃₀₃final₂₅₆lamine₂₄₃subscribed₂₂₉mejor₂₀₇bosque₂₀₇gana₂₀₅infantino₁₈₆vamos₁₈₂pelo₁₈₁ganar₁₇₁

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

11:00123jhanatan123WALL
ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQuePasaCrack3 ibaiBWC ibaiQueP
27:00RalikosWALL
@chochodevaca hay mucha desigualdad, es verdad, pero siempre se habla como que no tenemos para comer, y la verdad es que
33:00kingjoules_WALL
A diferencia del resto del mundo, a mi si me da alegría que la selección de argentina gane. Creo que vivir en un país hu
46:00xavistopWALL
xavist5HOLA xavist5Enojado xavist5XaviSaludo xavist5Chao xavist5Confundido xavist5Chao xavist5XaviSaludo xavist5Enojado
46:00xavistopWALL
xavist5HOLA xavist5Enojado xavist5Enojado xavist5HOLA xavist5HOLA xavist5Enojado xavist5Chao xavist5Confundido xavist5Co
46:00xavistopWALL
xavist5HOLA xavist5Enojado xavist5XaviSaludo xavist5Chao xavist5Confundido xavist5Chao xavist5XaviSaludo xavist5Enojado
47:00shaolin93_WALL
A mi también me extrañó los recados que dejaban los argentinos y que el árbitro no sacara una maldita amarilla pero es r

User colors

TOP 16

Participation inequality

4,005 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

15%

40 users

Top 5%

37%

200 users

Top 10%

51%

401 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 msg1,916USERS1,916MSGS12.2%
2-4 msgs1,298USERS3,386MSGS21.6%
5-19 msgs670USERS5,934MSGS37.9%
20+ msgs121USERS4,431MSGS28.3%

121 super-active users (3.0% of chatters) wrote 28% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@ibai261 · by 160 users
@sr_chocolat30 · by 19 users
@thepxrge17 · by 5 users
@alanbossi0812 · by 3 users
@greyscaled11 · by 10 users
@ojedarojo9 · by 4 users
@kotaa_____8 · by 7 users
@4ngel_z07 · by 6 users
@imperiius976 · by 6 users
@uve0016 · by 2 users

Top interactors

WHO REACHES OUT

angelquerendez0719 sent
thepxrge17 sent
hellsword715 sent
souxgxr13 sent
rodriog3311 sent
b0ostedman9 sent
ralikos9 sent
sr_chocolat9 sent
woolffiieee9 sent
bernatmc_8 sent

Badge mix

TOP 8

PREMIUM1995 · 13%
LA-VELADA-IV738 · 5%
FOOTBALL-FEST-2026713 · 5%
LA-VELADA-V-BADGE641 · 4%
RAGING-WOLF-HELM602 · 4%
SUBSCRIBER427 · 3%
BITS421 · 3%
FIRST-STAND-2026-VIEWER367 · 2%

Core community

139

≥3 interactions

Drive-by

1,789

1 msg · 0 interactions

Mentions

856

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	angelquerendez07	→	ibai	13
02	rodriog33	→	ibai	11
03	thepxrge	→	alanbossi08	10
04	b0ostedman	→	ibai	9
05	alanbossi08	→	thepxrge	7
06	souxgxr	→	ibai	7
07	abdielmanana12	→	ibai	6
08	souxgxr	→	sr_chocolat	6
09	jfarias___	→	ibai	5
10	woolffiieee	→	pedromorales16	5
11	linuxmobile	→	thepxrge	4
12	thepxrge	→	linuxmobile	4

Chat tape

NOTABLE MESSAGES

00:00suzuuchiOPENER
ola ibey
00:00elmoreflowPING
@ibai olisiwi
05:00PieroCostPING
como estas rey @ibai
05:00b0ostedmanPING
@ibai ibai.... mñn campeonamos confia
05:00ginercinPING
ginercin subscribed with Prime. They've subscribed for 58 months! @ibai deberias echar un ojo a jaime mellado apoyando a
07:00RalikosPING
ibai soy argentino, el domingo te odio y el lunes te vuelvo a amar, no te preocupes @ibai

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

0.1

chat depth

Community gini

0.59

0 = broad, 1 = few voices

Loyal chatters

791

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.7%
CAPS RAGE11.1%
SPAM/PASTA2.2%
BOT MSGS0.0%

Sponsor signals · detected in chat

10 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	x.com	×4	3	60m→81m	ORGANIC
CMD	!prime	×3	2	99m→133m	ORGANIC
LINK	gaming.amazon.com	×3	1	99m→133m	BOT TIMER
LINK	instagram.com	×2	2	105m→139m	ORGANIC
LINK	ibb.co	×2	1	114m→115m	ORGANIC
LINK	vm.tiktok.com	×2	1	121m→134m	ORGANIC
LINK	twitch.tv	×1	1	96m→96m	ORGANIC
CMD	!memide	×1	1	121m→121m	ORGANIC
CMD	!perfil	×1	1	121m→121m	ORGANIC
LINK	chatgpt.com	×1	1	130m→130m	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

ES47.8%
EN0.9%
OTHER / EMOTE-ONLY51.3%

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 15,667CHATTERS 4005POS 1,006NEG 225TOP KEYWORD “IBAI” ×914GINI 0.591BOTS 15PEAK ×5.4 @ 70m

ibai's Just Chatting stream "ESPAÑA vs ARGENTINA | FINAL DEL MUNDO | MAÑANA SE ACABA EL PLANETA" on Jul 18, 2026 generated 15,667 messages from 4,005 unique chatters (107.3 msgs/min average, peaking at 323/min). Sentiment ran 1,006 positive vs 225 negative, and the top keyword was "ibai" (×914). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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ibai stream analytics summary