TenZ — VALORANT stream analytics — Jul 17, 2026

FULL STREAM INTELLIGENCE · VALORANT

Jul 17, 2026 · VOD 2822322966

Chat mood & viewers

26,969 MSGS

Positive

1,730

6.4% of msgs

Negative

0.3% of msgs

Neutral

25,154

93.3% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,730 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

302:000.00→0.49Δ+0.49
303:000.49→0.02Δ-0.47
253:000.05→0.31Δ+0.26
254:000.31→0.06Δ-0.25

Mood regime · per minute

479 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

479 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

259:00INFLUX×16clip suggested Watch VOD
116 first-time chatters in one minute (raid-like influx)
- narisheen: thas finee
- KBarrowB: @noukhii twitch category?
351:00EMOTES×6.1clip suggested Watch VOD
32 emote msgs — ×6.1 the average
- itsadaven: pedro clean chat pedro
- moraleluvy: owoCheer go team go
352:00EMOTES×6.1clip suggested Watch VOD
32 emote msgs — ×6.1 the average
- hmonet_8070: YEYYYYYY W TEAM! W team Captain TenZ!
- allygoop: LETSGO gg
412:00EMOTES×6.1clip suggested Watch VOD
32 emote msgs — ×6.1 the average
- lucky_bluefish: We got this team DinoDance DinoDance
- a_headfullof_dreams: shxtouPet shxtouPet shxtouPet
474:00EMOTES×7.6clip suggested Watch VOD
40 emote msgs — ×7.6 the average
- makky717: LETS END IT HERE
- nicmole: you win next trust

Keyword tracker

TOP 14

letsgo1,641
tenz1,062
this762
team633
clappi534
just512
windows501
have470
that470
what444
oooo437
https397
nice395
with361

Bot radar

15 FLAGGED

Suspect	Msgs	Score	Conf	Signals
nightbot	499	1.00	known	known bot account
fossabot	160	1.00	known	known bot account
ocollective	19	0.55	medium	12 messages fired <2s apart · 7.4 msgs/min sustained
toecollector234	10	0.55	medium	3 messages fired <2s apart · 9.7 msgs/min sustained
wyczka00	30	0.45	medium	repeated one message ×15 (50% of output)
daniartemis	28	0.45	medium	repeated one message ×15 (54% of output)
newdimens	16	0.45	medium	repeated one message ×8 (50% of output)
martinka1602	12	0.45	medium	repeated one message ×6 (50% of output)
moe_liatea	10	0.45	medium	repeated one message ×5 (50% of output)
vickster012	10	0.45	medium	repeated one message ×6 (60% of output)
lexastardrop	8	0.45	medium	repeated one message ×5 (63% of output)
rubi_red_8	8	0.45	medium	repeated one message ×4 (50% of output)
im_a_potato34	8	0.45	medium	repeated one message ×5 (63% of output)
ashleyfaithhh	7	0.45	medium	repeated one message ×4 (57% of output)
crystalparis	7	0.45	medium	repeated one message ×4 (57% of output)

Emote pulse

TOP 8

shxtouClappies1,808
shxtouLights1,534
shxtouPet678
shxtouCheer256
shxtouGuildheart238
shxtouWheeze226
shxtouAAAA208
foolishPls142

Evidence tape

6 MSGS

00:00jaredcorteztvOPENER
goat
02:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
07:00123_s0msniperPING
@TenZ gm tenz we lock in for the tourne
10:00freebirds1314PING
@tenzedddd oh its not that just wanna face other teams lol
11:00freebirds1314PING
@tenzedddd they didnt face tenz ( just the others lol )
11:00Dello1xPING
@TenZ do ctrl+win+shift+B

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

1khyro_

MSGS
SENT

FIRST SEEN 0:00 · 3.1% OF ALL CHAT

Unique chatters

3,478

1% of viewers

Msgs / chatter

7.8

26,969 msgs total

From subs

1,916 msgs

Bots filtered

659 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS20% OF CHAT

#	Chatter	Badges	Msgs	Share
01	1khyro_		838	3.1%
02	Nightbot	MODBOT	499	1.9%
03	Kalooaa	SUB	418	1.5%
04	lilianaitachi		346	1.3%
05	UsaUsaChu	SUB	339	1.3%
06	dolonia22		332	1.2%
07	noukhii	MOD	301	1.1%
08	atzcece	SUB	233	0.9%
09	suspiciouslov		225	0.8%
10	michelleakyt		210	0.8%
11	ice_cherry_cola		203	0.8%
12	Deny_Alves		197	0.7%
13	hmonet_8070		188	0.7%
14	tsumison		176	0.7%
15	Lireekuh		168	0.6%
16	REI1sx		166	0.6%
17	alexionut20		166	0.6%
18	SkyLynnx99		160	0.6%
19	Fossabot	BOT	160	0.6%
20	seethy0619		158	0.6%

User types · badge mix

157 BADGES

SUBSCRIBER1,851 · 7%
PREMIUM1,309 · 5%
QSMP21,287 · 5%
SHARE-THE-LOVE1,159 · 4%
TWITCH-RECAP-20251,105 · 4%
MODERATOR1,024 · 4%
EWC-2026-PLATINUM977 · 4%
BINGBONGLOVE862 · 3%

New chatters · arrival curve

3478 TOTAL

first-message arrivals · 0m → 478m

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

Returning

790

≥5 msgs sent

One-and-done

1641

single message

Most mentioned

2,508 @s

@tenz477 · 133u
@noukhii110 · 38u
@atzcece85 · 40u
@1khyro_82 · 46u
@webberl68 · 23u
@emily_o_o52 · 24u
@usausachu51 · 26u
@rainhoe45 · 7u

Top interactors

WHO PINGS MOST

1khyro_231
fossabot162
atzcece125
nightbot120
webberl97
noukhii96
kalooaa88
michelleakyt64

Chat tape

NOTABLE MSGS

00:00jaredcorteztvOPENER
goat
02:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
07:00123_s0msniperPING
@TenZ gm tenz we lock in for the tourne
10:00freebirds1314PING
@tenzedddd oh its not that just wanna face other teams lol
11:00freebirds1314PING
@tenzedddd they didnt face tenz ( just the others lol )
11:00Dello1xPING
@TenZ do ctrl+win+shift+B
11:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
15:00fylufpsPING
go with smite @TenZ

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

14%

3,741 msgs

Top 50 chatters

34%

9,168 msgs

Remaining

3428

share 66%

TOP 10 · 14%REST · 3468 CHATTERS · 86%

shxtouClappies ×1808shxtouLights ×1534shxtouPet ×678shxtouCheer ×256shxtouGuildheart ×238shxtouWheeze ×226shxtouAAAA ×208foolishPls ×142shxtouBless ×134rainhoeCHEER ×132

Emote volume

MSGS W/ EMOTES

Of all messages

9.4%

26,969 msgs scanned

Emote codes

7,322 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

8,123

8,259

6,982

2,610

715

278

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

Median

10 ch

P90

47 ch

Max

491 ch

Chat DNA

% OF ALL MSGS

Caps rage

11.5%

3,108 msgs

Questions

5.6%

1,501 msgs

Mentions

8.3%

2,244 @calls

Commands

2.5%

669 !calls

CAPS11.5%
QUESTIONS5.6%
MENTIONS8.3%
COMMANDS2.5%

Top multiplier

#1 EMOTE

shxtouClappies

official emote · per-minute flow

02shxtouLights×1534
03shxtouPet×678
04shxtouCheer×256

Emote leaderboard

OFFICIAL7TV-STYLE

shxtouClappies×1,808
shxtouLights×1,534
shxtouPet×678
shxtouCheer×256
shxtouGuildheart×238
shxtouWheeze×226
shxtouAAAA×208
foolishPls×142
shxtouBless×134
rainhoeCHEER×132
peepoCheers×128
tenzT1×116
shxtouZoom×106
rainhoeCheer×100
tenzLove×96
foolishAhh×90

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	LETSGO	×1196	311	237m→477m	VIRAL
02	OOOO	×364	155	29m→476m	VIRAL
03	clappi	×349	125	269m→478m	VIRAL
04	NICE	×223	101	12m→475m	VIRAL
05	nt ͏	×156	48	265m→467m	VIRAL
06	Prayge	×120	55	84m→474m	VIRAL
07	MUGA	×119	48	274m→477m	VIRAL
08	NOOOO	×111	74	204m→472m	VIRAL
09	ROOROO	×105	51	263m→477m	VIRAL
10	nt nt	×103	42	265m→472m	VIRAL

Keyword cloud

TOP 18 TOKENS

letsgo₁₆₄₁tenz₁₀₆₂this₇₆₂team₆₃₃clappi₅₃₄just₅₁₂windows₅₀₁have₄₇₀that₄₇₀what₄₄₄oooo₄₃₇https₃₉₇nice₃₉₅with₃₆₁your₃₅₅muga₂₉₀chat₂₇₉good₂₇₆

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

02:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
11:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
17:00laughinglizard849WALL
He donated if he can maybe sometime meet u or smth bcs that was our dream and still. He left a message to u saying to yo
21:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
32:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
41:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
62:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for

User colors

TOP 16

Participation inequality

3,478 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

28%

35 users

Top 5%

59%

174 users

Top 10%

72%

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 msg1,641USERS1,641MSGS6.1%
2-4 msgs1,047USERS2,722MSGS10.1%
5-19 msgs532USERS4,741MSGS17.6%
20+ msgs258USERS17,865MSGS66.2%

258 super-active users (7.4% of chatters) wrote 66% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@tenz477 · by 133 users
@noukhii110 · by 38 users
@atzcece85 · by 40 users
@1khyro_82 · by 46 users
@webberl68 · by 23 users
@emily_o_o52 · by 24 users
@usausachu51 · by 26 users
@rainhoe45 · by 7 users
@sydeon42 · by 5 users
@shxtou39 · by 4 users

Top interactors

WHO REACHES OUT

1khyro_231 sent
fossabot162 sent
atzcece125 sent
nightbot120 sent
webberl97 sent
noukhii96 sent
kalooaa88 sent
michelleakyt64 sent
usausachu54 sent
emily_o_o52 sent

Badge mix

TOP 8

SUBSCRIBER1851 · 7%
PREMIUM1309 · 5%
QSMP21287 · 5%
SHARE-THE-LOVE1159 · 4%
TWITCH-RECAP-20251105 · 4%
MODERATOR1024 · 4%
EWC-2026-PLATINUM977 · 4%
BINGBONGLOVE862 · 3%

Core community

281

≥3 interactions

Drive-by

1,491

1 msg · 0 interactions

Mentions

2,508

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	webberl	→	tenz	71
02	1khyro_	→	tenz	55
03	1khyro_	→	noukhii	29
04	monekfn	→	tenz	29
05	nightbot	→	foolish	19
06	nightbot	→	sydeon	19
07	nightbot	→	shxtou	19
08	nightbot	→	rainhoe	19
09	xero_034	→	tenz	18
10	fossabot	→	sydeon	18
11	fossabot	→	shxtou	18
12	fossabot	→	rainhoe	18

Chat tape

NOTABLE MESSAGES

00:00jaredcorteztvOPENER
goat
02:00NightbotWALL
If you would like to support me and my channel and currently an AMAZON PRIME member, you can subscribe to my channel for
07:00123_s0msniperPING
@TenZ gm tenz we lock in for the tourne
10:00freebirds1314PING
@tenzedddd oh its not that just wanna face other teams lol
11:00freebirds1314PING
@tenzedddd they didnt face tenz ( just the others lol )
11:00Dello1xPING
@TenZ do ctrl+win+shift+B

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

0.76

0 = broad, 1 = few voices

Loyal chatters

790

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.4%
CAPS RAGE11.5%
SPAM/PASTA13.1%
BOT MSGS2.4%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	tinyurl.com	×60	3	13m→477m	BOT TIMER
LINK	bit.ly	×54	1	2m→476m	BOT TIMER
CMD	!rec	×46	35	263m→477m	ORGANIC
CMD	!record	×41	37	259m→475m	ORGANIC
CMD	!res	×37	33	23m→448m	ORGANIC
LINK	starforgepc.com	×37	1	28m→470m	BOT TIMER
CMD	!tourney	×36	31	45m→475m	ORGANIC
CMD	!score	×35	19	261m→477m	ORGANIC
CMD	!team	×34	32	7m→468m	ORGANIC
LINK	wooting.io	×34	1	17m→466m	BOT TIMER
CMD	!rank	×30	28	4m→473m	ORGANIC
LINK	youtube.com	×29	1	2m→466m	BOT TIMER
LINK	x.com	×28	1	2m→466m	BOT TIMER
LINK	discordapp.com	×28	1	2m→466m	BOT TIMER

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%
EN20.7%
OTHER / EMOTE-ONLY78.3%

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 26,969CHATTERS 3478POS 1,730NEG 85TOP KEYWORD “LETSGO” ×1641GINI 0.762BOTS 15PEAK ×16 @ 259m

TenZ's VALORANT stream "Twitch Rivals VALORANT - Day 1" on Jul 17, 2026 generated 26,969 messages from 3,478 unique chatters (56.3 msgs/min average, peaking at 506/min). Sentiment ran 1,730 positive vs 85 negative, and the top keyword was "letsgo" (×1641). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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