QuickyBaby — World of Tanks stream analytics — Jul 17, 2026

FULL STREAM INTELLIGENCE · World of Tanks

Jul 17, 2026 · VOD 2822079491

Chat mood & viewers

3,546 MSGS

Positive

291

8.2% of msgs

Negative

0.8% of msgs

Neutral

3,225

90.9% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

291 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

557:000.20→-1.00Δ-1.20
361:000.00→1.00Δ+1.00
362:001.00→0.00Δ-1.00
558:00-1.00→0.00Δ+1.00
617:000.00→-1.00Δ-1.00
272:000.20→1.00Δ+0.80

Mood regime · per minute

618 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

618 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

17:00SPIKE×5.2clip suggested Watch VOD
30 msgs — ×5.2 the stream average
- LexTuBotz: lol its all about making money
- CMFT93: coca cola supports that statement Kappa
21:00EMOTES×5.3clip suggested Watch VOD
6 emote msgs — ×5.3 the average
- SirEzio76: Have any of you guys ever washed the dishes with body soap?
- CMFT93: @Walkatsakoo bro loves worms & plastic I guess Kappa
34:00INFLUX×7.4clip suggested Watch VOD
10 first-time chatters in one minute (raid-like influx)
- Der_Loe: bc the sun shine from the side
- JDPlonk7: does the date depend on where you live (not including time zones)
94:00EMOTES×4.4clip suggested Watch VOD
5 emote msgs — ×4.4 the average
- feies_vlad: @the_punisher_89_ nah
- keenCoder: destrotto ForeverAlone
97:00EMOTES×6.1clip suggested Watch VOD
7 emote msgs — ×6.1 the average
- Maklov: FeelsOkayMan
- MaceKaiser: hahaha D:

Keyword tracker

TOP 14

that251
with197
https179
have169
this157
just149
tier148
what122
game120
watch117
tank114
they107
like105
your103

Bot radar

3 FLAGGED

Suspect	Msgs	Score	Conf	Signals
moobot	151	1.00	known	known bot account
streamelements	1	1.00	known	known bot account
quickybaby	9	0.75	high	repeated one message ×8 (89% of output) · 7 messages fired <2s apart

Emote pulse

TOP 8

wotTOGX232
LUL226
wotTOG180
wotTOG380
wotPOLL66
:D65
Kappa64
EWCcrush59

Evidence tape

6 MSGS

00:00StreamElementsOPENER
QuickyBaby is now live! Streaming World of Tanks: 🔥2x !DROPS🔥 Update 2.3.1 !Crucible is toxic AF | SPEND SUMMER TOKENS
11:00MoobotWALL
@sturmtruppe909 Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases o
17:00LexTuBotzPEAK
lol its all about making money
17:00CMFT93PEAK
coca cola supports that statement Kappa
17:00ghostfishgamingPEAK
Well why woukd they eveb try to harm their customers if customers are harmed the onpany can get sued
17:00kleesotoPEAK
lol what bout cigarettes x)

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump617 min · 57,202 views

Chat rate · per minute

H 30AVG 5.76 PEAKS

burst heat · 0m → 617m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0117:00 · 30 msgs×5.2
trending: “180backtrack”
- LexTuBotz: lol its all about making money
- CMFT93: coca cola supports that statement Kappa
- ghostfishgaming: Well why woukd they eveb try to harm their customers if customers are harmed the onpany c
0222:00 · 22 msgs×3.8
trending: “hair”
- A10WartHog: Playing World of Tanks Kappa
- moot22: InTheirBag InTheirBag InTheirBag
- Taggitt: QB's domestic bliss channel
0334:00 · 24 msgs×4.2
trending: “the”
- Der_Loe: bc the sun shine from the side
- JDPlonk7: does the date depend on where you live (not including time zones)
- butterkipz: we never see the dark side
0492:00 · 19 msgs×3.3
trending: “have”
- baited: they have minor chat infraction and major. minor will never get perma. I have no idea what
- feies_vlad: it's balanced
- Hyper_Stryker: I don't even have it yet
05119:00 · 24 msgs×4.2
trending: “the”
- RAGEtAPEX: ahhh thx QB
- feies_vlad: you don't have the ribbon at the bottom
- Serbianwarrior90: i think its the ribbon
06401:00 · 22 msgs×3.8
trending: “Roundyghetto2”
- Roundyghetto2: Roundyghetto2 is gifting 20 Tier 1 Subs to QuickyBaby's community! They've gifted a total
- Roundyghetto2: Roundyghetto2 gifted a Tier 1 sub to Doiran1918!
- Roundyghetto2: Roundyghetto2 gifted a Tier 1 sub to koolmus!

Chat tape · highlights

00:00StreamElementsOPENER
QuickyBaby is now live! Streaming World of Tanks: 🔥2x !DROPS🔥 Update 2.3.1 !Crucible is toxic AF | SPEND SUMMER TOKENS
11:00MoobotWALL
@sturmtruppe909 Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases o
17:00LexTuBotzPEAK
lol its all about making money
17:00CMFT93PEAK
coca cola supports that statement Kappa
17:00ghostfishgamingPEAK
Well why woukd they eveb try to harm their customers if customers are harmed the onpany can get sued
17:00kleesotoPEAK
lol what bout cigarettes x)
17:00MoobotPEAK
@ichikingz95 The next new drops start Wednesday at 15:00 UTC (5d 4h 18m) wotSANDWICH
17:00180backtrackPEAK
180backtrack is gifting 25 Tier 1 Subs to QuickyBaby's community! They've gifted a total of 210 in the channel!

Top chatter

RANK 01

chr0m3chaos

MSGS
SENT

FIRST SEEN 38:00 · 4.1% OF ALL CHAT

Unique chatters

830

1% of viewers

Msgs / chatter

4.3

3,546 msgs total

From subs

13%

449 msgs

Bots filtered

152 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS28% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Moobot	MODBOT	151	4.3%
02	chr0m3chaos		146	4.1%
03	t30enjoyer	VIP	98	2.8%
04	CMFT93		72	2.0%
05	Hyper_Stryker	SUB	58	1.6%
06	samantha_d2_		51	1.4%
07	alurath		43	1.2%
08	A10WartHog		40	1.1%
09	whiskey_on_pants		38	1.1%
10	feies_vlad		36	1.0%
11	PENGuuuuuuuuu		34	1.0%
12	rthunell4		33	0.9%
13	EquilibriuMind	VIP	29	0.8%
14	snichtel		28	0.8%
15	disnomic		28	0.8%
16	mechtal26		25	0.7%
17	German_intelligence		25	0.7%
18	yamcha111		24	0.7%
19	180backtrack	VIP	23	0.6%
20	Nudelsalat_aus_Reis		23	0.6%

User types · badge mix

84 BADGES

PREMIUM473 · 13%
SUBSCRIBER419 · 12%
VIP246 · 7%
BITS232 · 7%
BLOSSOM-BADGE229 · 6%
MODERATOR172 · 5%
SUB-GIFTER168 · 5%
CLIPS-LEADER148 · 4%

New chatters · arrival curve

830 TOTAL

first-message arrivals · 0m → 617m

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

Returning

173

≥5 msgs sent

One-and-done

377

single message

Most mentioned

728 @s

@chr0m3chaos60 · 26u
@quickybaby36 · 32u
@t30enjoyer23 · 11u
@samantha_d2_19 · 5u
@cmft9315 · 9u
@a10warthog14 · 10u
@bilobo12 · 4u
@alurath11 · 7u

Top interactors

WHO PINGS MOST

moobot109
chr0m3chaos70
alurath27
t30enjoyer26
cmft9324
disnomic20
a10warthog16
nudelsalat_aus_reis15

Chat tape

NOTABLE MSGS

00:00StreamElementsOPENER
QuickyBaby is now live! Streaming World of Tanks: 🔥2x !DROPS🔥 Update 2.3.1 !Crucible is toxic AF | SPEND SUMMER TOKENS
11:00MoobotWALL
@sturmtruppe909 Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases o
17:00LexTuBotzPEAK
lol its all about making money
17:00CMFT93PEAK
coca cola supports that statement Kappa
17:00ghostfishgamingPEAK
Well why woukd they eveb try to harm their customers if customers are harmed the onpany can get sued
17:00kleesotoPEAK
lol what bout cigarettes x)
17:00MoobotPEAK
@ichikingz95 The next new drops start Wednesday at 15:00 UTC (5d 4h 18m) wotSANDWICH
17:00180backtrackPEAK
180backtrack is gifting 25 Tier 1 Subs to QuickyBaby's community! They've gifted a total of 210 in the channel!

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

21%

733 msgs

Top 50 chatters

43%

1,515 msgs

Remaining

780

share 57%

TOP 10 · 21%REST · 820 CHATTERS · 79%

wotTOGX ×232LUL ×226wotTOG1 ×80wotTOG3 ×80wotPOLL ×66:D ×65Kappa ×64EWCcrush ×59HeyGuys ×51wotTOG2 ×42

Emote volume

MSGS W/ EMOTES

Of all messages

19.9%

3,546 msgs scanned

Emote codes

1,502 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

275

526

1,243

1,020

375

106

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

Median

34 ch

P90

93 ch

Max

422 ch

Chat DNA

% OF ALL MSGS

Caps rage

0.9%

32 msgs

Questions

11.4%

403 msgs

Mentions

20.7%

733 @calls

Commands

1.5%

53 !calls

CAPS0.9%
QUESTIONS11.4%
MENTIONS20.7%
COMMANDS1.5%

Top multiplier

#1 EMOTE

wotTOGX

official emote · per-minute flow

02LUL×226
03wotTOG1×80
04wotTOG3×80

Emote leaderboard

OFFICIAL7TV-STYLE

wotTOGX×232
LUL×226
wotTOG1×80
wotTOG3×80
wotPOLL×66
:D×65
Kappa×64
EWCcrush×59
HeyGuys×51
wotTOG2×42
PewPewPew×35
<3×34
:)×29
PowerUpR×28
PowerUpL×27
wotREALPAIN×26

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	Subbing with Prime is a great way to support the channel. Link your Amazon Prime and Twitch accounts to get a free twitch sub each month as well as free loot! US: https://amzn.to/2PRie5p \| UK https://amzn.to/2EIzqZR \| DE https://amzn.to/2O1Xzdc \| CA https://amzn.to/2R8MSrd \| THANK YOU!	×21	1	19m→613m	NICHE
02	!drops	×14	14	11m→478m	VIRAL
03	Check out the "QuickyBaby Clips" YouTube channel run by Chr0m3Chaos with official collaboration from QB. New video!! https://youtu.be/u4-4znfg4Sk	×10	1	323m→598m	NICHE
04	!polltanks	×8	7	308m→437m	NICHE
05	https://qb.erahier.sk/poll/1255	×8	1	386m→386m	NICHE
06	Check out the "QuickyBaby Clips" YouTube channel run by Chr0m3Chaos with official collaboration from QB. New video release at 15:00 UTC: https://youtu.be/u4-4znfg4Sk	×6	1	125m→262m	NICHE
07	!crucible	×5	5	3m→406m	NICHE
08	hello	×5	5	23m→611m	NICHE
09	wotTOG1 wotTOGX wotTOG2 wotTOG3	×5	2	266m→571m	NICHE
10	NotLikeThis	×4	4	21m→566m	NICHE

Keyword cloud

TOP 18 TOKENS

that₂₅₁with₁₉₇https₁₇₉have₁₆₉this₁₅₇just₁₄₉tier₁₄₈what₁₂₂game₁₂₀watch₁₁₇tank₁₁₄they₁₀₇like₁₀₅your₁₀₃subscribed₉₅good₉₅twitch₉₃streak₈₇

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

11:00MoobotWALL
@sturmtruppe909 Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases o
17:00LexTuBotzPEAK
lol its all about making money
17:00CMFT93PEAK
coca cola supports that statement Kappa
17:00ghostfishgamingPEAK
Well why woukd they eveb try to harm their customers if customers are harmed the onpany can get sued
17:00kleesotoPEAK
lol what bout cigarettes x)
17:00MoobotPEAK
@ichikingz95 The next new drops start Wednesday at 15:00 UTC (5d 4h 18m) wotSANDWICH
17:00180backtrackPEAK
180backtrack is gifting 25 Tier 1 Subs to QuickyBaby's community! They've gifted a total of 210 in the channel!

User colors

TOP 16

Participation inequality

830 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

19%

8 users

Top 5%

40%

42 users

Top 10%

53%

83 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 msg377USERS377MSGS10.6%
2-4 msgs280USERS714MSGS20.1%
5-19 msgs145USERS1,283MSGS36.2%
20+ msgs28USERS1,172MSGS33.1%

28 super-active users (3.4% of chatters) wrote 33% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@chr0m3chaos60 · by 26 users
@quickybaby36 · by 32 users
@t30enjoyer23 · by 11 users
@samantha_d2_19 · by 5 users
@cmft9315 · by 9 users
@a10warthog14 · by 10 users
@bilobo12 · by 4 users
@alurath11 · by 7 users
@shrewzer6910 · by 6 users
@equilibriumind9 · by 6 users

Top interactors

WHO REACHES OUT

moobot109 sent
chr0m3chaos70 sent
alurath27 sent
t30enjoyer26 sent
cmft9324 sent
disnomic20 sent
a10warthog16 sent
nudelsalat_aus_reis15 sent
warriors270913 sent
equilibriumind11 sent

Badge mix

TOP 8

PREMIUM473 · 13%
SUBSCRIBER419 · 12%
VIP246 · 7%
BITS232 · 7%
BLOSSOM-BADGE229 · 6%
MODERATOR172 · 5%
SUB-GIFTER168 · 5%
CLIPS-LEADER148 · 4%

Core community

114

≥3 interactions

Drive-by

286

1 msg · 0 interactions

Mentions

728

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	chr0m3chaos	→	t30enjoyer	9
02	t30enjoyer	→	samantha_d2_	9
03	chr0m3chaos	→	samantha_d2_	7
04	y2a_alkis	→	chr0m3chaos	6
05	cmft93	→	chr0m3chaos	6
06	chr0m3chaos	→	cmft93	6
07	a10warthog	→	chr0m3chaos	5
08	t30enjoyer	→	chr0m3chaos	5
09	samantha_d2_	→	chr0m3chaos	5
10	chr0m3chaos	→	bilobo	5
11	bilobo	→	chr0m3chaos	5
12	chr0m3chaos	→	anarmyofbun	5

Chat tape

NOTABLE MESSAGES

00:00StreamElementsOPENER
QuickyBaby is now live! Streaming World of Tanks: 🔥2x !DROPS🔥 Update 2.3.1 !Crucible is toxic AF | SPEND SUMMER TOKENS
11:00MoobotWALL
@sturmtruppe909 Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases o
17:00LexTuBotzPEAK
lol its all about making money
17:00CMFT93PEAK
coca cola supports that statement Kappa
17:00ghostfishgamingPEAK
Well why woukd they eveb try to harm their customers if customers are harmed the onpany can get sued
17:00kleesotoPEAK
lol what bout cigarettes x)

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

0.61

0 = broad, 1 = few voices

Loyal chatters

173

≥5 msgs

Sub messages

13%

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.2%
CAPS RAGE0.9%
SPAM/PASTA3.4%
BOT MSGS4.3%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	amzn.to	×84	1	19m→613m	BOT TIMER
LINK	youtu.be	×33	1	3m→598m	BOT TIMER
LINK	twitch.tv	×21	2	11m→526m	BOT TIMER
LINK	qb.erahier.sk	×19	2	300m→594m	BOT TIMER
CMD	!drops	×18	18	11m→526m	ORGANIC
LINK	bit.ly	×18	1	11m→526m	BOT TIMER
CMD	!polltanks	×10	9	300m→594m	ORGANIC
CMD	!crucible	×8	8	3m→496m	ORGANIC
CMD	!mod	×4	4	179m→450m	ORGANIC
CMD	!dropseta	×2	2	17m→228m	ORGANIC
CMD	!code	×2	2	120m→141m	ORGANIC
CMD	!poll	×2	2	383m→437m	ORGANIC
CMD	!modpack	×1	1	18m→18m	ORGANIC
CMD	!tankbetter	×1	1	20m→20m	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

ES1.2%
EN51.6%
OTHER / EMOTE-ONLY47.2%

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 3,546CHATTERS 830POS 291NEG 30TOP KEYWORD “THAT” ×251GINI 0.613BOTS 3PEAK ×10.5 @ 571m

QuickyBaby's World of Tanks stream "🔥2x !DROPS🔥 Update 2.3.1 !Crucible is toxic AF | SPEND SUMMER TOKENS! | !M-VII-Y Far Cry Battle Pass live now | !PollTanks @16:00" on Jul 17, 2026 generated 3,546 messages from 830 unique chatters (5.7 msgs/min average, peaking at 30/min). Sentiment ran 291 positive vs 30 negative, and the top keyword was "that" (×251). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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QuickyBaby stream analytics summary