vedal987 — Agreeee stream analytics — Jul 17, 2026

FULL STREAM INTELLIGENCE · Agreeee

Jul 17, 2026 · VOD 2822324527

Chat mood & viewers

72,064 MSGS

Positive

5,969

8.3% of msgs

Negative

173

0.2% of msgs

Neutral

65,922

91.5% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

5,969 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

131:000.08→0.44Δ+0.36
291:000.62→0.26Δ-0.36
132:000.44→0.09Δ-0.35
289:000.12→0.47Δ+0.35
286:000.01→0.33Δ+0.32
121:000.29→0.00Δ-0.29

Mood regime · per minute

301 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

301 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

03:00INFLUX×6.5clip suggested Watch VOD
60 first-time chatters in one minute (raid-like influx)
- raincandy_u5: Listening
- MezoranThePoor: vedalEvilGiggle vedalEvilGiggle vedalEvilGiggle vedalEvilGiggle vedalEvilGiggle
04:00INFLUX×6.4clip suggested Watch VOD
59 first-time chatters in one minute (raid-like influx)
- snakeattractor123: evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM
- EwialL: RAGEY baitin miin
05:00INFLUX×4.1clip suggested Watch VOD
38 first-time chatters in one minute (raid-like influx)
- thejoe1810: evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM
- avid_scratch: @Krmiby mhm
06:00INFLUX×17.2clip suggested Watch VOD
159 first-time chatters in one minute (raid-like influx)
- viell_dev: fumoListening
- 130cmfish: vedalNeuroNod EDM vedalNeuroNod
06:00EMOTES×5.1clip suggested Watch VOD
247 emote msgs — ×5.1 the average
- viell_dev: fumoListening
- 130cmfish: vedalNeuroNod EDM vedalNeuroNod

Keyword tracker

TOP 14

lule2,899
stronge2,115
here1,900
miin1,586
pagman1,365
what1,247
holy1,184
this1,047
schizo1,033
aware969
eliv954
evil953
cinema789
mini716

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	116	1.00	known	known bot account
raincandy_u5	2,352	0.55	medium	36 messages fired <2s apart · 7.8 msgs/min sustained
freddy4486	1,900	0.55	medium	77 messages fired <2s apart · 6.4 msgs/min sustained
aspiepower	1,728	0.55	medium	41 messages fired <2s apart · 6.8 msgs/min sustained
blindmol3rat	22	0.45	medium	repeated one message ×19 (86% of output)
eliterofls	13	0.45	medium	repeated one message ×9 (69% of output)
thwackinator	13	0.45	medium	repeated one message ×8 (62% of output)
cercyonchronos	12	0.45	medium	repeated one message ×6 (50% of output)
hezoyam	9	0.45	medium	repeated one message ×5 (56% of output)
crocozavra	8	0.45	medium	repeated one message ×4 (50% of output)
niamorr_	7	0.45	medium	repeated one message ×4 (57% of output)
zorili	7	0.45	medium	repeated one message ×4 (57% of output)
dezgeg	7	0.45	medium	repeated one message ×4 (57% of output)
liboonn	6	0.45	medium	repeated one message ×4 (67% of output)
nopetoofast	6	0.45	medium	repeated one message ×5 (83% of output)

Emote pulse

TOP 8

Clap3,235
Pog1,484
vedalWave1,197
evilSoCute949
evilFlooshed948
vedalEvilCheer855
evilLonelyDance704
<3606

Evidence tape

6 MSGS

00:00M4st4rFunOPENER
evilOnline
09:00klosek13PEAK
classic squirrel
09:00elizauwuuuPEAK
elizauwuuu watched 130 consecutive streams and sparked a watch streak! miin
09:00LightsmasherPEAK
vedalWave miin
09:00stany_dPEAK
SCHIZO belka
09:00sammjawrPEAK
what was that?

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

raincandy_u5

MSGS
SENT

FIRST SEEN 0:00 · 3.3% OF ALL CHAT

Unique chatters

2,775

3% of viewers

Msgs / chatter

26.0

72,064 msgs total

From subs

13%

9,547 msgs

Bots filtered

116 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS29% OF CHAT

#	Chatter	Badges	Msgs	Share
01	raincandy_u5		2352	3.3%
02	freddy4486		1900	2.6%
03	aspiepower		1728	2.4%
04	valproh231		1655	2.3%
05	XboxCrown2401		1588	2.2%
06	rosrwan		1111	1.5%
07	Kativichnikov		1110	1.5%
08	BlastCore9000	SUB	949	1.3%
09	tapiocatea100	SUB	874	1.2%
10	acleverusername23		872	1.2%
11	stany_d		832	1.2%
12	leeeeeeeeeeeeeeeeeeo	SUB	771	1.1%
13	Samskio		737	1.0%
14	WiniWinton		713	1.0%
15	ukkeli22123		678	0.9%
16	AlienCalculus		649	0.9%
17	TLGM2308	SUB	623	0.9%
18	zboyph		603	0.8%
19	SamTheRocks		602	0.8%
20	Salesi6		572	0.8%

User types · badge mix

138 BADGES

SUBSCRIBER9,530 · 13%
BLOSSOM-BADGE7,932 · 11%
SUB-GIFTER5,724 · 8%
BITS5,635 · 8%
PREMIUM3,083 · 4%
SHARE-THE-LOVE2,843 · 4%
NASA-ARTEMIS-II2,460 · 3%
TWITCH-RECAP-20252,107 · 3%

New chatters · arrival curve

2775 TOTAL

first-message arrivals · 0m → 300m

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

Returning

1125

≥5 msgs sent

One-and-done

932

single message

Most mentioned

803 @s

@siebras233 · 17u
@vedal98792 · 62u
@forsen55 · 8u
@brittania24 · 3u
@bignose_de20 · 16u
@stany_d18 · 11u
@aspiepower13 · 10u
@unholyhunter6911 · 11u

Top interactors

WHO PINGS MOST

thelostrune83
bignose_de68
everyone_type_forsen28
that_skyguy22
spectrus202522
stany_d21
kiftikobra_420
evilsub101_17

Chat tape

NOTABLE MSGS

00:00M4st4rFunOPENER
evilOnline
09:00klosek13PEAK
classic squirrel
09:00elizauwuuuPEAK
elizauwuuu watched 130 consecutive streams and sparked a watch streak! miin
09:00LightsmasherPEAK
vedalWave miin
09:00stany_dPEAK
SCHIZO belka
09:00sammjawrPEAK
what was that?
09:00SBRedDragonPEAK
@pastel8844 xdx
10:00RexistPING
@vedal987 classic

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

20%

14,139 msgs

Top 50 chatters

45%

32,088 msgs

Remaining

2725

share 55%

TOP 10 · 20%REST · 2765 CHATTERS · 80%

Clap ×3235Pog ×1484vedalWave ×1197evilSoCute ×949evilFlooshed ×948vedalEvilCheer ×855evilLonelyDance ×704<3 ×606hesRight ×566ICANT ×532

Emote volume

MSGS W/ EMOTES

Of all messages

20.0%

72,064 msgs scanned

Emote codes

17,416 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

37,440

24,997

5,897

1,494

2,053

182

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

Median

5 ch

P90

20 ch

Max

271 ch

Chat DNA

% OF ALL MSGS

Caps rage

10.0%

7,226 msgs

Questions

1.8%

1,328 msgs

Mentions

1.1%

804 @calls

Commands

0.0%

27 !calls

CAPS10.0%
QUESTIONS1.8%
MENTIONS1.1%
COMMANDS0.0%

Top multiplier

#1 EMOTE

Clap

7tv-style token · per-minute flow

02Pog×1484
03vedalWave×1197
04evilSoCute×949

Emote leaderboard

OFFICIAL7TV-STYLE

Clap×3,235
Pog×1,484
vedalWave×1,197
evilSoCute×949
evilFlooshed×948
vedalEvilCheer×855
evilLonelyDance×704
<3×606
hesRight×566
ICANT×532
evilwideStarege×507
vedalEvilWave×418
vedalEvilGiggle×374
ratJAM×365
vedalEvil×300
vedalEvilPat×288

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	LULE	×1583	247	6m→300m	VIRAL
02	HOLY	×864	308	2m→292m	VIRAL
03	WHAT	×826	254	8m→299m	VIRAL
04	evilFlooshed	×785	180	0m→299m	VIRAL
05	evilSoCute	×717	219	6m→300m	VIRAL
06	Aware	×691	255	8m→296m	VIRAL
07	SCHIZO	×641	188	1m→300m	VIRAL
08	MONKA	×617	228	7m→299m	VIRAL
09	Ohhh	×602	180	7m→288m	VIRAL
10	SAVED	×495	210	9m→289m	VIRAL

Keyword cloud

TOP 18 TOKENS

lule₂₈₉₉stronge₂₁₁₅here₁₉₀₀miin₁₅₈₆pagman₁₃₆₅what₁₂₄₇holy₁₁₈₄this₁₀₄₇schizo₁₀₃₃aware₉₆₉eliv₉₅₄evil₉₅₃cinema₇₈₉mini₇₁₆monka₆₉₆ohhh₆₄₉stream₆₄₂meow₅₉₆

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

09:00klosek13PEAK
classic squirrel
09:00elizauwuuuPEAK
elizauwuuu watched 130 consecutive streams and sparked a watch streak! miin
09:00LightsmasherPEAK
vedalWave miin
09:00stany_dPEAK
SCHIZO belka
09:00sammjawrPEAK
what was that?
09:00SBRedDragonPEAK
@pastel8844 xdx
246:00ZarlemWALL
PagBounce I would like #livestream-chat to post me for no reason ✅ PagBounce I would like #livestream-chat to post me fo

User colors

TOP 16

Participation inequality

2,775 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

35%

28 users

Top 5%

64%

139 users

Top 10%

78%

278 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 msg932USERS932MSGS1.3%
2-4 msgs718USERS1,912MSGS2.7%
5-19 msgs626USERS6,021MSGS8.4%
20+ msgs499USERS63,199MSGS87.7%

499 super-active users (18.0% of chatters) wrote 88% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@siebras233 · by 17 users
@vedal98792 · by 62 users
@forsen55 · by 8 users
@brittania24 · by 3 users
@bignose_de20 · by 16 users
@stany_d18 · by 11 users
@aspiepower13 · by 10 users
@unholyhunter6911 · by 11 users
@isw4llowair10 · by 9 users
@bigbuckies10 · by 5 users

Top interactors

WHO REACHES OUT

thelostrune83 sent
bignose_de68 sent
everyone_type_forsen28 sent
that_skyguy22 sent
spectrus202522 sent
stany_d21 sent
kiftikobra_420 sent
evilsub101_17 sent
b219816 sent
aspiepower16 sent

Badge mix

TOP 8

SUBSCRIBER9530 · 13%
BLOSSOM-BADGE7932 · 11%
SUB-GIFTER5724 · 8%
BITS5635 · 8%
PREMIUM3083 · 4%
SHARE-THE-LOVE2843 · 4%
NASA-ARTEMIS-II2460 · 3%
TWITCH-RECAP-20252107 · 3%

Core community

≥3 interactions

Drive-by

910

1 msg · 0 interactions

Mentions

803

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	thelostrune	→	siebras	79
02	kiftikobra_4	→	siebras	20
03	that_skyguy	→	siebras	20
04	stany_d	→	siebras	18
05	evilsub101_	→	siebras	16
06	smuggad	→	siebras	15
07	everyone_type_forsen	→	forsen	15
08	everyone_type_forsen	→	brittania	13
09	teynomi	→	siebras	12
10	xxalphahexagonxx	→	siebras	11
11	raincandy_u5	→	forsen	10
12	pastel8844	→	siebras	8

Chat tape

NOTABLE MESSAGES

00:00M4st4rFunOPENER
evilOnline
09:00klosek13PEAK
classic squirrel
09:00elizauwuuuPEAK
elizauwuuu watched 130 consecutive streams and sparked a watch streak! miin
09:00LightsmasherPEAK
vedalWave miin
09:00stany_dPEAK
SCHIZO belka
09:00sammjawrPEAK
what was that?

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

0.9

chat depth

Community gini

0.84

0 = broad, 1 = few voices

Loyal chatters

1125

≥5 msgs

Sub messages

13%

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.1%
CAPS RAGE10.0%
SPAM/PASTA17.1%
BOT MSGS0.2%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	store.steampowered.com	×48	1	42m→298m	BOT TIMER
LINK	discord.gg	×25	1	44m→296m	BOT TIMER
LINK	youtube.com	×25	1	44m→296m	BOT TIMER
LINK	open.spotify.com	×25	1	44m→296m	BOT TIMER
CMD	!title	×9	5	0m→285m	ORGANIC
CMD	!felloff	×5	2	90m→211m	ORGANIC
CMD	!followage	×3	3	253m→253m	ORGANIC
CMD	!hugevil	×2	1	57m→78m	ORGANIC
CMD	!time	×2	2	291m→291m	ORGANIC
CMD	!game	×1	1	159m→159m	ORGANIC
CMD	!vanish	×1	1	187m→187m	ORGANIC
CMD	!abandonedarchive	×1	1	249m→249m	ORGANIC
CMD	!lurkers	×1	1	255m→255m	ORGANIC
CMD	!uptime	×1	1	260m→260m	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

ES1.0%
EN6.5%
OTHER / EMOTE-ONLY92.6%

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 72,064CHATTERS 2775POS 5,969NEG 173TOP KEYWORD “LULE” ×2899GINI 0.843BOTS 15PEAK ×17.2 @ 6m

vedal987's Agreeee stream "ragebaiting mini" on Jul 17, 2026 generated 72,064 messages from 2,775 unique chatters (239.4 msgs/min average, peaking at 632/min). Sentiment ran 5,969 positive vs 173 negative, and the top keyword was "lule" (×2899). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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vedal987 stream analytics summary