tarik — VALORANT stream analytics — Jul 17, 2026

FULL STREAM INTELLIGENCE · VALORANT

Jul 17, 2026 · VOD 2822316566

Chat mood & viewers

25,833 MSGS

Positive

2,347

9.1% of msgs

Negative

136

0.5% of msgs

Neutral

23,350

90.4% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,347 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

200:000.00→0.51Δ+0.51
26:000.04→0.48Δ+0.44
213:000.05→0.45Δ+0.40
483:000.08→0.48Δ+0.40
212:000.44→0.05Δ-0.39
201:000.51→0.14Δ-0.37

Mood regime · per minute

486 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

486 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

203:00INFLUX×26.4clip suggested Watch VOD
189 first-time chatters in one minute (raid-like influx)
- Blanca_Santos: go piss girl
- BangRL_: shared chat wtfwtfwtf
203:00EMOTES×19.5clip suggested Watch VOD
76 emote msgs — ×19.5 the average
- Blanca_Santos: go piss girl
- BangRL_: shared chat wtfwtfwtf
203:00SPIKE×7.8clip suggested Watch VOD
414 msgs — ×7.8 the stream average
- Blanca_Santos: go piss girl
- BangRL_: shared chat wtfwtfwtf
204:00EMOTES×9.8clip suggested Watch VOD
38 emote msgs — ×9.8 the average
- LiannaIAmila: foolishWave
- ainsley_j22: GroupStripp
205:00EMOTES×10.5clip suggested Watch VOD
41 emote msgs — ×10.5 the average
- jasurin08: shxtouPet shxtouPet shxtouPet
- mikkimike14: No worries shxtouPet shxtouPet

Keyword tracker

TOP 14

tarik809
this696
tenz646
team603
that441
oooo423
lool403
letsgo367
good362
inspire357
what349
nice333
they331
just304

Bot radar

5 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	391	1.00	known	known bot account
silly_suguru	10	0.45	medium	repeated one message ×5 (50% of output)
hxuntedpupp3t	10	0.45	medium	repeated one message ×5 (50% of output)
zblank7	7	0.45	medium	repeated one message ×4 (57% of output)
onlydenim	6	0.45	medium	repeated one message ×5 (83% of output)

Emote pulse

TOP 8

shxtouLights902
shxtouWheeze534
shxtouClappies310
KEKW301
shxtouPet294
LUL196
foolishWave142
shxtouBless120

Evidence tape

6 MSGS

00:00beyond3005OPENER
buh
00:00greeasyyPING
@tarik We gooning ?
02:00slip_stream_PING
@tarik reactions to argentina beating spain in the wc final? i thought it was rigged af
02:00watgaafPING
did you see eeiu got dropped for c0m @tarik
03:00TakedaKVPING
@tarik are you watching Americas aswll ?
03:00TakedaKVPING
@tarik pls answer me I love you so much

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

IcyVanilla123

MSGS
SENT

FIRST SEEN 53:00 · 2.8% OF ALL CHATMOD

Unique chatters

3,477

1% of viewers

Msgs / chatter

7.4

25,833 msgs total

From subs

1,341 msgs

Bots filtered

391 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS22% OF CHAT

#	Chatter	Badges	Msgs	Share
01	IcyVanilla123	MOD	725	2.8%
02	beyond3005	MOD	441	1.7%
03	BangRL_	MOD	434	1.7%
04	katsoclassic		434	1.7%
05	teddiio	MOD	416	1.6%
06	Fossabot	MODBOT	391	1.5%
07	Abduljc		344	1.3%
08	RishVal_		341	1.3%
09	edenIRL		295	1.1%
10	gentlecpu		286	1.1%
11	xnataliee		199	0.8%
12	spikespine		198	0.8%
13	any7any7		189	0.7%
14	watgaaf		172	0.7%
15	valorante_not_good_game		158	0.6%
16	MythoG2		136	0.5%
17	jograd19		133	0.5%
18	RedactedRL		131	0.5%
19	grediann		125	0.5%
20	ayecsa	SUB	124	0.5%

User types · badge mix

149 BADGES

MODERATOR2,426 · 9%
PREMIUM1,823 · 7%
SUBSCRIBER1,326 · 5%
BLOSSOM-BADGE1,105 · 4%
NASA-ARTEMIS-II895 · 3%
MOD-FOUNDER725 · 3%
SHARE-THE-LOVE652 · 3%
VCT-PARIS-2025577 · 2%

New chatters · arrival curve

3477 TOTAL

first-message arrivals · 0m → 485m

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

Returning

970

≥5 msgs sent

One-and-done

1488

single message

Most mentioned

1,887 @s

@tarik344 · 190u
@beyond300584 · 49u
@teddiio52 · 35u
@icyvanilla12339 · 21u
@bangrl_31 · 24u
@edenirl19 · 13u
@rishval_18 · 15u
@any7any716 · 16u

Top interactors

WHO PINGS MOST

fossabot202
beyond300575
teddiio56
any7any737
icyvanilla12323
rishval_22
edenirl20
abduljc18

Chat tape

NOTABLE MSGS

00:00beyond3005OPENER
buh
00:00greeasyyPING
@tarik We gooning ?
02:00slip_stream_PING
@tarik reactions to argentina beating spain in the wc final? i thought it was rigged af
02:00watgaafPING
did you see eeiu got dropped for c0m @tarik
03:00TakedaKVPING
@tarik are you watching Americas aswll ?
03:00TakedaKVPING
@tarik pls answer me I love you so much
100:00FossabotWALL
lights bright, landed 4 hours ago, jet lagged, new setup, one meal today, hot in room, age, frog sleeves, new sens, new
203:00Blanca_SantosPEAK
go piss girl

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

16%

4,107 msgs

Top 50 chatters

32%

8,176 msgs

Remaining

3427

share 68%

TOP 10 · 16%REST · 3467 CHATTERS · 84%

shxtouLights ×902shxtouWheeze ×534shxtouClappies ×310KEKW ×301shxtouPet ×294LUL ×196foolishWave ×142shxtouBless ×120shxtouOmegalul ×112ICANT ×70

Emote volume

MSGS W/ EMOTES

Of all messages

7.3%

25,833 msgs scanned

Emote codes

3,918 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

8,509

7,318

7,334

2,202

408

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

Median

11 ch

P90

41 ch

Max

476 ch

Chat DNA

% OF ALL MSGS

Caps rage

9.0%

2,327 msgs

Questions

5.1%

1,330 msgs

Mentions

7.1%

1,835 @calls

Commands

1.3%

345 !calls

CAPS9.0%
QUESTIONS5.1%
MENTIONS7.1%
COMMANDS1.3%

Top multiplier

#1 EMOTE

shxtouLights

official emote · per-minute flow

02shxtouWheeze×534
03shxtouClappies×310
04KEKW×301

Emote leaderboard

OFFICIAL7TV-STYLE

shxtouLights×902
shxtouWheeze×534
shxtouClappies×310
KEKW×301
shxtouPet×294
LUL×196
foolishWave×142
shxtouBless×120
shxtouOmegalul×112
ICANT×70
shxtouGuildheart×68
shxtouAAAA×62
shxtouHey×60
shxtouNod×50
lookUp×44
shxtouFreakout×42

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	OOOO	×302	175	8m→478m	VIRAL
02	LOOL	×274	72	24m→485m	VIRAL
03	LETSGO	×249	164	79m→257m	VIRAL
04	KEKW	×195	119	23m→485m	VIRAL
05	NICE	×181	87	119m→485m	VIRAL
06	NOOOO	×165	100	59m→476m	VIRAL
07	hiii	×113	109	0m→274m	VIRAL
08	clappi	×87	47	19m→421m	VIRAL
09	!rivals	×72	60	2m→485m	VIRAL
10	LMAO	×72	41	17m→485m	VIRAL

Keyword cloud

TOP 18 TOKENS

tarik₈₀₉this₆₉₆tenz₆₄₆team₆₀₃that₄₄₁oooo₄₂₃lool₄₀₃letsgo₃₆₇good₃₆₂inspire₃₅₇what₃₄₉nice₃₃₃they₃₃₁just₃₀₄playing₂₇₈with₂₆₈have₂₆₂watch₂₅₈

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

100:00FossabotWALL
lights bright, landed 4 hours ago, jet lagged, new setup, one meal today, hot in room, age, frog sleeves, new sens, new
203:00Blanca_SantosPEAK
go piss girl
203:00BangRL_PEAK
shared chat wtfwtfwtf
203:00FossabotPEAK
@zaceyhf VCT Masters London - https://www.vlr.gg/event/2765/valorant-masters-london-2026
203:00MythoG2PEAK
hiii chudders
203:00ShennenennPEAK
hey tarik... can we put VCT on the tv in the back. thanks.
203:00TranquilAozoraPEAK
welcome tarik chat!

User colors

TOP 16

Participation inequality

3,477 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

28%

35 users

Top 5%

51%

174 users

Top 10%

64%

348 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 msg1,488USERS1,488MSGS5.8%
2-4 msgs1,019USERS2,727MSGS10.6%
5-19 msgs705USERS6,438MSGS24.9%
20+ msgs265USERS15,180MSGS58.8%

265 super-active users (7.6% of chatters) wrote 59% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@tarik344 · by 190 users
@beyond300584 · by 49 users
@teddiio52 · by 35 users
@icyvanilla12339 · by 21 users
@bangrl_31 · by 24 users
@edenirl19 · by 13 users
@rishval_18 · by 15 users
@any7any716 · by 16 users
@cheriezoee16 · by 12 users
@spikespine14 · by 9 users

Top interactors

WHO REACHES OUT

fossabot202 sent
beyond300575 sent
teddiio56 sent
any7any737 sent
icyvanilla12323 sent
rishval_22 sent
edenirl20 sent
abduljc18 sent
watgaaf17 sent
suckdeva17 sent

Badge mix

TOP 8

MODERATOR2426 · 9%
PREMIUM1823 · 7%
SUBSCRIBER1326 · 5%
BLOSSOM-BADGE1105 · 4%
NASA-ARTEMIS-II895 · 3%
MOD-FOUNDER725 · 3%
SHARE-THE-LOVE652 · 3%
VCT-PARIS-2025577 · 2%

Core community

292

≥3 interactions

Drive-by

1,310

1 msg · 0 interactions

Mentions

1,887

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	fossabot	→	tarik	16
02	riddlesdice	→	tarik	14
03	unclesamval	→	tarik	11
04	noukhii	→	beyond3005	8
05	suckdeva	→	whitefangzzz	8
06	fossabot	→	beyond3005	8
07	danthemanreborn	→	tarik	7
08	beyond3005	→	noukhii	6
09	neokcantaim	→	tarik	6
10	edenirl	→	beyond3005	6
11	killamonkeyxd	→	tarik	6
12	beyond3005	→	s0mcs	6

Chat tape

NOTABLE MESSAGES

00:00beyond3005OPENER
buh
00:00greeasyyPING
@tarik We gooning ?
02:00slip_stream_PING
@tarik reactions to argentina beating spain in the wc final? i thought it was rigged af
02:00watgaafPING
did you see eeiu got dropped for c0m @tarik
03:00TakedaKVPING
@tarik are you watching Americas aswll ?
03:00TakedaKVPING
@tarik pls answer me I love you so much

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

0.72

0 = broad, 1 = few voices

Loyal chatters

970

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.8%
CAPS RAGE9.0%
SPAM/PASTA8.8%
BOT MSGS1.5%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	tinyurl.com	×86	2	2m→485m	BOT TIMER
CMD	!rivals	×72	60	2m→485m	ORGANIC
CMD	!team	×52	50	82m→318m	ORGANIC
CMD	!bracket	×26	25	153m→481m	ORGANIC
CMD	!score	×17	11	106m→420m	ORGANIC
LINK	twitch.tv	×14	8	29m→458m	BOT TIMER
LINK	schedule.twitchrivals.com	×14	2	264m→481m	BOT TIMER
CMD	!record	×12	12	203m→460m	ORGANIC
LINK	vlr.gg	×11	2	153m→383m	BOT TIMER
CMD	!sens	×10	10	97m→435m	ORGANIC
CMD	!call	×9	9	8m→421m	ORGANIC
CMD	!followage	×9	9	21m→337m	ORGANIC
CMD	!rec	×8	7	210m→257m	ORGANIC
CMD	!time	×7	7	18m→396m	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

ES1.3%
EN19.0%
OTHER / EMOTE-ONLY79.7%

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 25,833CHATTERS 3477POS 2,347NEG 136TOP KEYWORD “TARIK” ×809GINI 0.723BOTS 5PEAK ×34.9 @ 213m

tarik's VALORANT stream "VITALITY vs NAVI - VCT EMEA Stage 2 // WATCHING VALORANT TWITCH RIVALS AFTER !rivals - Xitter @tarik" on Jul 17, 2026 generated 25,833 messages from 3,477 unique chatters (53.2 msgs/min average, peaking at 414/min). Sentiment ran 2,347 positive vs 136 negative, and the top keyword was "tarik" (×809). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

tarik stream analytics summary