ZeratoR — Just Chatting stream analytics — Jul 13, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 13, 2026 · VOD 2819074347

Chat mood & viewers

15,399 MSGS

Positive

2,086

13.5% of msgs

Negative

181

1.2% of msgs

Neutral

13,132

85.3% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,086 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

364:000.00→0.71Δ+0.71
255:000.66→0.00Δ-0.66
340:000.00→0.65Δ+0.65
365:000.71→0.10Δ-0.61
219:000.15→0.75Δ+0.60
196:000.00→0.58Δ+0.58

Mood regime · per minute

417 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

417 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

24:00INFLUX×6.7clip suggested Watch VOD
57 first-time chatters in one minute (raid-like influx)
- Nic0cotier: Nic0cotier subscribed at Tier 1. They've subscribed for 30 months!
- BenHendricks: Etales !!!
24:00EMOTES×5.3clip suggested Watch VOD
42 emote msgs — ×5.3 the average
- Nic0cotier: Nic0cotier subscribed at Tier 1. They've subscribed for 30 months!
- BenHendricks: Etales !!!
25:00INFLUX×5.4clip suggested Watch VOD
46 first-time chatters in one minute (raid-like influx)
- phenzj: le goatttt
- DocteurNerd: oh le baizé
159:00INFLUX×5.5clip suggested Watch VOD
47 first-time chatters in one minute (raid-like influx)
- leylow__: je suis addict au jeu
- MadSandman: moi je code en Dockerfile KappaCool
188:00EMOTES×5.9clip suggested Watch VOD
47 emote msgs — ×5.9 the average
- Toublou: Terrifiant
- Magicus21: Zera muted

Keyword tracker

TOP 14

c'est1,614
pour841
subscribed775
mais572
j'ai536
avec416
fait401
dans399
they've391
months383
vous378
plus365
bien298
tout261

Bot radar

7 FLAGGED

Suspect	Msgs	Score	Conf	Signals
aupaysdelily	23	0.45	medium	repeated one message ×12 (52% of output)
rj_ctl	17	0.45	medium	repeated one message ×10 (59% of output)
loupion__	7	0.45	medium	repeated one message ×4 (57% of output)
perkunos	6	0.45	medium	repeated one message ×5 (83% of output)
majorhaan	6	0.45	medium	repeated one message ×4 (67% of output)
ilvara_	5	0.45	medium	repeated one message ×4 (80% of output)
madamebridou	5	0.45	medium	repeated one message ×4 (80% of output)

Emote pulse

TOP 8

LUL2,628
KEKW611
zrtLL230
zrtBonjour182
zrtLogo174
zrtDance136
Kappa120
zrtGG102

Evidence tape

6 MSGS

00:00FRdaddyOPENER
zrtOmg zrtOmg
06:00lukedlrlPING
@ZeratoR LUL LUL LUL
06:00Colomban_75PING
@ZeratoR jah
06:00Treve_SupremePING
@ZeratoR mdr l'arnaque
06:00BredgePING
@ZeratoR LUL LUL
06:00Tchak77PING
@ZeratoR fête nationnale !

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

Nogtif

MSGS
SENT

FIRST SEEN 12:00 · 1.2% OF ALL CHAT

Unique chatters

3,553

2% of viewers

Msgs / chatter

4.3

15,399 msgs total

From subs

927 msgs

Bots filtered

0 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS12% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Nogtif		183	1.2%
02	Hagaren_oh		154	1.0%
03	jaxsparrow_		145	0.9%
04	ZTProdBot	MOD	144	0.9%
05	Snake__str		132	0.9%
06	Colomban_75	SUB	116	0.8%
07	stg091		88	0.6%
08	zoecrbn		81	0.5%
09	MaeneL_		78	0.5%
10	CapMoMo		78	0.5%
11	Koumiiko		74	0.5%
12	Nidhogg_SC2		74	0.5%
13	Stranh		73	0.5%
14	DevilSoul_		69	0.4%
15	Foricule		63	0.4%
16	john33fr		61	0.4%
17	K13b3r		61	0.4%
18	psmen		60	0.4%
19	BlueVegetaGaming		60	0.4%
20	zinee811		60	0.4%

User types · badge mix

131 BADGES

ZEVENT253,210 · 21%
SPEEDONS-61,584 · 10%
ZEVENT-20241,227 · 8%
MOMENTS993 · 6%
SUBSCRIBER893 · 6%
PREMIUM629 · 4%
BLOSSOM-BADGE408 · 3%
SPEEDONS-5-BADGE329 · 2%

New chatters · arrival curve

3553 TOTAL

first-message arrivals · 0m → 416m

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

Returning

740

≥5 msgs sent

One-and-done

1732

single message

Most mentioned

1,487 @s

@zerator267 · 149u
@hagaren_oh24 · 10u
@nogtif22 · 14u
@darkkel_abcdtous18 · 9u
@maenel_17 · 6u
@seiokai13 · 13u
@stranh12 · 11u
@mrfridji12 · 9u

Top interactors

WHO PINGS MOST

hagaren_oh31
darkkel_abcdtous25
blackhoi325
nogtif21
wiig020
snake__str18
zinee81116
seijine16

Chat tape

NOTABLE MSGS

00:00FRdaddyOPENER
zrtOmg zrtOmg
06:00lukedlrlPING
@ZeratoR LUL LUL LUL
06:00Colomban_75PING
@ZeratoR jah
06:00Treve_SupremePING
@ZeratoR mdr l'arnaque
06:00BredgePING
@ZeratoR LUL LUL
06:00Tchak77PING
@ZeratoR fête nationnale !
24:00Nic0cotierPEAK
Nic0cotier subscribed at Tier 1. They've subscribed for 30 months!
24:00ranullosPEAK
oh le tunnel

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

1,199 msgs

Top 50 chatters

21%

3,299 msgs

Remaining

3503

share 79%

TOP 10 · 8%REST · 3543 CHATTERS · 92%

LUL ×2628KEKW ×611zrtLL ×230zrtBonjour ×182zrtLogo ×174zrtDance ×136Kappa ×120zrtGG ×102zrtHypers ×102zrtChaise ×102

Emote volume

MSGS W/ EMOTES

Of all messages

21.4%

15,399 msgs scanned

Emote codes

5,884 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

2,429

3,028

5,364

3,364

997

216

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

Median

24 ch

P90

73 ch

Max

345 ch

Chat DNA

% OF ALL MSGS

Caps rage

2.0%

307 msgs

Questions

13.3%

2,048 msgs

Mentions

9.6%

1,483 @calls

Commands

0.1%

10 !calls

CAPS2.0%
QUESTIONS13.3%
MENTIONS9.6%
COMMANDS0.1%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02KEKW×611
03zrtLL×230
04zrtBonjour×182

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×2,628
KEKW×611
zrtLL×230
zrtBonjour×182
zrtLogo×174
zrtDance×136
Kappa×120
zrtGG×102
zrtHypers×102
zrtChaise×102
zrtNuitt×102
:D×92
zrtAllo×82
zrtL×77
zrtW×76
zrtOmgg×72

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	KEKW	×395	129	11m→407m	VIRAL
02	LUL LUL LUL	×71	46	35m→250m	VIRAL
03	LUL LUL	×61	39	6m→411m	VIRAL
04	SINJ	×37	29	108m→306m	VIRAL
05	3011	×35	34	39m→252m	VIRAL
06	N'hésite pas à poster tes meilleurs clips sur le http://discord.gg/ZeratoR dans le salon #Clip du Discord ! https://www.twitch.tv/zerator/clip/CleanLittleAsparagusCmonBruh-rem5CBYw991crmfw	×32	1	3m→405m	NICHE
07	zrtLogo Saviez-vous qu'il y a à votre disposition un DISCORD PARTNER ? Venez discuter avec les membres de la communauté ! Et si vous êtes Sub, un chan' spécialement pour vous, vous y attend ! https://discord.gg/zerator ! FutureMan	×32	1	8m→415m	NICHE
08	HOLD	×28	16	0m→254m	VIRAL
09	KEKL	×27	14	62m→318m	VIRAL
10	LUL LUL LUL LUL	×26	15	188m→247m	VIRAL

Keyword cloud

TOP 18 TOKENS

c'est₁₆₁₄pour₈₄₁subscribed₇₇₅mais₅₇₂j'ai₅₃₆avec₄₁₆fait₄₀₁dans₃₉₉they've₃₉₁months₃₈₃vous₃₇₈plus₃₆₅bien₂₉₈tout₂₆₁suis₂₅₉tier₂₅₂faire₂₅₀trop₂₃₇

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

24:00Nic0cotierPEAK
Nic0cotier subscribed at Tier 1. They've subscribed for 30 months!
24:00ranullosPEAK
oh le tunnel
24:00RelkhaPEAK
mdr le chaos
24:00ewindil_PEAK
c'était un mardi :D
24:00rudy59PEAK
c'est tellement long que j'ai publier le début de l'histoire trop long tu vas nous perdre
24:00marit111PEAK
vazy donne le nom de jeu xd
26:00ZTProdBotWALL
🏙️ SOZ fête bientôt ses 4 ans ! Pour marquer l’occasion, une vidéo présentant l’ensemble du serveur rôleplay est désor

User colors

TOP 16

Participation inequality

3,553 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

18%

36 users

Top 5%

41%

178 users

Top 10%

54%

355 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 msg1,732USERS1,732MSGS11.2%
2-4 msgs1,081USERS2,878MSGS18.7%
5-19 msgs608USERS5,280MSGS34.3%
20+ msgs132USERS5,509MSGS35.8%

132 super-active users (3.7% of chatters) wrote 36% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@zerator267 · by 149 users
@hagaren_oh24 · by 10 users
@nogtif22 · by 14 users
@darkkel_abcdtous18 · by 9 users
@maenel_17 · by 6 users
@seiokai13 · by 13 users
@stranh12 · by 11 users
@mrfridji12 · by 9 users
@blackhoi311 · by 7 users
@veaibana11 · by 7 users

Top interactors

WHO REACHES OUT

hagaren_oh31 sent
darkkel_abcdtous25 sent
blackhoi325 sent
nogtif21 sent
wiig020 sent
snake__str18 sent
zinee81116 sent
seijine16 sent
devilsoul_15 sent
stg09115 sent

Badge mix

TOP 8

ZEVENT253210 · 21%
SPEEDONS-61584 · 10%
ZEVENT-20241227 · 8%
MOMENTS993 · 6%
SUBSCRIBER893 · 6%
PREMIUM629 · 4%
BLOSSOM-BADGE408 · 3%
SPEEDONS-5-BADGE329 · 2%

Core community

276

≥3 interactions

Drive-by

1,611

1 msg · 0 interactions

Mentions

1,487

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	devilsoul_	→	zerator	13
02	nogtif	→	zerator	12
03	melchoups	→	zerator	12
04	ailedeau	→	hagaren_oh	8
05	hagaren_oh	→	ailedeau	8
06	jaxsparrow_	→	zerator	7
07	snire	→	zerator	7
08	y0key	→	zerator	7
09	gorwald	→	zerator	6
10	hagaren_oh	→	darkkel_abcdtous	6
11	hagaren_oh	→	maenel_	5
12	kanacell	→	zerator	5

Chat tape

NOTABLE MESSAGES

00:00FRdaddyOPENER
zrtOmg zrtOmg
06:00lukedlrlPING
@ZeratoR LUL LUL LUL
06:00Colomban_75PING
@ZeratoR jah
06:00Treve_SupremePING
@ZeratoR mdr l'arnaque
06:00BredgePING
@ZeratoR LUL LUL
06:00Tchak77PING
@ZeratoR fête nationnale !

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

0.62

0 = broad, 1 = few voices

Loyal chatters

740

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.0%
CAPS RAGE2.0%
SPAM/PASTA6.0%
BOT MSGS0.0%

Sponsor signals · detected in chat

11 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	discord.gg	×64	1	3m→415m	ORGANIC
LINK	twitch.tv	×32	1	3m→405m	ORGANIC
LINK	store.steampowered.com	×31	3	17m→399m	ORGANIC
LINK	casualmachine.com	×21	1	9m→411m	ORGANIC
LINK	x.com	×10	1	156m→156m	ORGANIC
CMD	!jeu	×8	4	31m→140m	ORGANIC
LINK	youtu.be	×7	1	26m→387m	ORGANIC
LINK	soz.zerator.com	×7	1	26m→387m	ORGANIC
LINK	zunivers.zerator.com	×6	1	56m→357m	ORGANIC
CMD	!14	×1	1	13m→13m	ORGANIC
CMD	!ptit	×1	1	257m→257m	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

ES23.1%
EN3.4%
OTHER / EMOTE-ONLY73.5%

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 15,399CHATTERS 3553POS 2,086NEG 181TOP KEYWORD “C'EST” ×1614GINI 0.624BOTS 7PEAK ×7.2 @ 214m

ZeratoR's Just Chatting stream "2 SURPRISES AUJOURD'HUI c'est une belle journée, lundi le meilleur jour de la semaine bonjour à tous" on Jul 13, 2026 generated 15,399 messages from 3,553 unique chatters (36.9 msgs/min average, peaking at 176/min). Sentiment ran 2,086 positive vs 181 negative, and the top keyword was "c'est" (×1614). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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