QuickyBaby — World of Tanks stream analytics — Jul 20, 2026

FULL STREAM INTELLIGENCE · World of Tanks

Jul 20, 2026 · VOD 2824549994

Chat mood & viewers

4,295 MSGS

Positive

393

9.2% of msgs

Negative

0.6% of msgs

Neutral

3,878

90.3% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

393 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

97:000.00→1.00Δ+1.00
98:001.00→0.00Δ-1.00
155:000.00→1.00Δ+1.00
156:001.00→0.00Δ-1.00
68:000.00→0.50Δ+0.50
69:000.50→0.00Δ-0.50

Mood regime · per minute

537 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

537 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

128:00INFLUX×6.7clip suggested Watch VOD
11 first-time chatters in one minute (raid-like influx)
- Knives112: Had a threesome
- Knives112: so that was cool
180:00EMOTES×7.6clip suggested Watch VOD
14 emote msgs — ×7.6 the average
- conmangaming01: mastrm2ManicWut
- haromako: Imagining qb yelling to students : "listen here you lil twat"
180:00INFLUX×6.1clip suggested Watch VOD
10 first-time chatters in one minute (raid-like influx)
- conmangaming01: mastrm2ManicWut
- haromako: Imagining qb yelling to students : "listen here you lil twat"
244:00EMOTES×10.4clip suggested Watch VOD
19 emote msgs — ×10.4 the average
- higuel_mackson: DinoDance DinoDance DinoDance
- rthunell4: wotTOG1 wotKISS wotKISS wotKISS wotTOG3
263:00INFLUX×6.1clip suggested Watch VOD
10 first-time chatters in one minute (raid-like influx)
- kmykz: @MiChAeLoKGB can you increase the size of the vote button? I am blind lul
- Kiblyk: @QuickyBaby i dont see the new chinese heavy BZ 8 tier

Keyword tracker

TOP 14

that245
poll204
with200
this182
just151
have149
tank141
like137
quickybaby136
tanks130
https122
subscribed117
current117
what110

Bot radar

4 FLAGGED

Suspect	Msgs	Score	Conf	Signals
moobot	168	1.00	known	known bot account
streamelements	1	1.00	known	known bot account
quickybaby	90	0.75	high	repeated one message ×85 (94% of output) · 81 messages fired <2s apart
pastorek1	8	0.45	medium	repeated one message ×5 (63% of output)

Emote pulse

TOP 8

LUL446
wotPOLL350
wotFIRE106
wotTOGX86
wotTHORCOMES78
HeyGuys74
Kappa72
:D69

Evidence tape

6 MSGS

00:00subi1_OPENER
live!!
37:00MoobotWALL
@ThePerkyPercy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of
42:00darkstar1282PING
@quickybaby hey man, I have been wanting to start a light tank light. Any suggestions on which one I should focus on fir
43:00darkstar1282PING
@quickybaby thanks man. I meant light tank line. But you understood still. Cheers.
46:00sharkfinnerPING
@QuickyBaby only 25k credits for the battle? Why?
66:00MoobotWALL
@agozzyy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of Cola,

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump537 min · 377 views

Chat rate · per minute

H 50AVG 86 PEAKS

burst heat · 0m → 536m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

01244:00 · 45 msgs×5.6
trending: “wotLETSGO”
- higuel_mackson: DinoDance DinoDance DinoDance
- rthunell4: wotTOG1 wotKISS wotKISS wotKISS wotTOG3
- Yusie1999: wotLETSGO wotLETSGO wotLETSGO wotLETSGO wotLETSGO
02264:00 · 45 msgs×5.6
trending: “wotPOLL”
- stone_cutter_v2: wotPOLL wotPOLL wotPOLL wotPOLL wotPOLL wotPOLL wotPOLL wotPOLL wotPOLL wotPOLL wotPOLL wo
- azzreal0311: M3 Lee yall are mad
- schmauchklaus_plays: schmauchklaus_plays subscribed at Tier 1. They've subscribed for 25 months!
03266:00 · 50 msgs×6.3
trending: “http://poll.quickybaby.com/p/current”
- QuickyBaby: http://poll.quickybaby.com/p/current
- QuickyBaby: http://poll.quickybaby.com/p/current
- QuickyBaby: http://poll.quickybaby.com/p/current
04269:00 · 49 msgs×6.1
trending: “http://poll.quickybaby.com/p/current”
- sasu1014: Chat wake up and vote
- x_humble_x: I just voted glad I didn't miss it.
- VerityStream: @QuickyBaby are we calling it Poll Tanks 2.0?
05282:00 · 37 msgs×4.6
trending: “LUL”
- scaartox: wotHAPPENED
- Nudelsalat_aus_Reis: @chr0m3chaos wotHAPPENED
- IFear_Naught: chrome popped the fuck off with this edit
06321:00 · 45 msgs×5.6
trending: “played”
- VerityStream: bein g played
- Kevkev_beast: definitely on current
- littlepiggy666: why not both?

Chat tape · highlights

00:00subi1_OPENER
live!!
37:00MoobotWALL
@ThePerkyPercy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of
42:00darkstar1282PING
@quickybaby hey man, I have been wanting to start a light tank light. Any suggestions on which one I should focus on fir
43:00darkstar1282PING
@quickybaby thanks man. I meant light tank line. But you understood still. Cheers.
46:00sharkfinnerPING
@QuickyBaby only 25k credits for the battle? Why?
66:00MoobotWALL
@agozzyy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of Cola,
71:00MoobotWALL
@nanoram16 Today, get 3x "Dead Weight" decals, 2x +50% Combat XP for 1 hour (expires in 7 days), 5x Cases of Cola, and 5
72:00viliwinner0011PING
@QuickyBaby is your sub alert from residen evil 7?

Top chatter

RANK 01

chr0m3chaos

MSGS
SENT

FIRST SEEN 1:00 · 3.4% OF ALL CHAT

Unique chatters

879

100% of viewers

Msgs / chatter

4.9

4,295 msgs total

From subs

14%

590 msgs

Bots filtered

169 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS30% OF CHAT

#	Chatter	Badges	Msgs	Share
01	Moobot	MODBOT	168	3.9%
02	chr0m3chaos		147	3.4%
03	Lobstep		127	3.0%
04	QuickyBaby		90	2.1%
05	MiChAeLoKGB	MODSUB	87	2.0%
06	kolyabanned		76	1.8%
07	Santtutheman		74	1.7%
08	PoisonBlanche		62	1.4%
09	Bluebottlenose		56	1.3%
10	whiskey_on_pants		48	1.1%
11	HaxCrusader455		42	1.0%
12	samantha_d2_		42	1.0%
13	NiceForStream		37	0.9%
14	Urrtoast	SUB	36	0.8%
15	siofok	SUB	35	0.8%
16	PENGuuuuuuuuu		35	0.8%
17	ksymes2001		33	0.8%
18	harko43pl		33	0.8%
19	CMFT93		33	0.8%
20	FamousLandmark		31	0.7%

User types · badge mix

80 BADGES

PREMIUM776 · 18%
SUBSCRIBER571 · 13%
MODERATOR306 · 7%
CLIPS-LEADER285 · 7%
SUB-GIFTER232 · 5%
BITS177 · 4%
NASA-ARTEMIS-II161 · 4%
LEAD_MODERATOR147 · 3%

New chatters · arrival curve

879 TOTAL

first-message arrivals · 0m → 536m

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

Returning

190

≥5 msgs sent

One-and-done

431

single message

Most mentioned

768 @s

@michaelokgb72 · 33u
@chr0m3chaos58 · 32u
@quickybaby53 · 33u
@madgamerfcb20 · 15u
@lobstep17 · 10u
@kolyabanned17 · 7u
@poisonblanche15 · 7u
@t30enjoyer13 · 9u

Top interactors

WHO PINGS MOST

moobot133
chr0m3chaos54
michaelokgb45
kolyabanned33
lobstep16
m4real15
poisonblanche15
y2a_alkis12

Chat tape

NOTABLE MSGS

00:00subi1_OPENER
live!!
37:00MoobotWALL
@ThePerkyPercy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of
42:00darkstar1282PING
@quickybaby hey man, I have been wanting to start a light tank light. Any suggestions on which one I should focus on fir
43:00darkstar1282PING
@quickybaby thanks man. I meant light tank line. But you understood still. Cheers.
46:00sharkfinnerPING
@QuickyBaby only 25k credits for the battle? Why?
66:00MoobotWALL
@agozzyy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of Cola,
71:00MoobotWALL
@nanoram16 Today, get 3x "Dead Weight" decals, 2x +50% Combat XP for 1 hour (expires in 7 days), 5x Cases of Cola, and 5
72:00viliwinner0011PING
@QuickyBaby is your sub alert from residen evil 7?

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

22%

935 msgs

Top 50 chatters

46%

1,960 msgs

Remaining

829

share 54%

TOP 10 · 22%REST · 869 CHATTERS · 78%

LUL ×446wotPOLL ×350wotFIRE ×106wotTOGX ×86wotTHORCOMES ×78HeyGuys ×74Kappa ×72:D ×69wotLETSGO ×66<3 ×60

Emote volume

MSGS W/ EMOTES

Of all messages

22.9%

4,295 msgs scanned

Emote codes

2,128 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

374

744

1,619

1,082

372

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

Median

31 ch

P90

83 ch

Max

399 ch

Chat DNA

% OF ALL MSGS

Caps rage

1.5%

66 msgs

Questions

11.1%

476 msgs

Mentions

17.8%

766 @calls

Commands

1.1%

48 !calls

CAPS1.5%
QUESTIONS11.1%
MENTIONS17.8%
COMMANDS1.1%

Top multiplier

#1 EMOTE

LUL

official emote · per-minute flow

02wotPOLL×350
03wotFIRE×106
04wotTOGX×86

Emote leaderboard

OFFICIAL7TV-STYLE

LUL×446
wotPOLL×350
wotFIRE×106
wotTOGX×86
wotTHORCOMES×78
HeyGuys×74
Kappa×72
:D×69
wotLETSGO×66
<3×60
wotCHAIR×54
wotTOG1×44
wotTOG3×44
SeemsGood×38
PewPewPew×37
wotACE×36

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	http://poll.quickybaby.com/p/current	×86	2	266m→271m	NICHE
02	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!	×18	1	10m→527m	NICHE
03	Check out the "QuickyBaby Clips" YouTube channel run by Chr0m3Chaos with official collaboration from QB. New video!! https://youtu.be/u4-4znfg4Sk	×17	1	26m→512m	NICHE
04	!polltanks	×11	11	26m→431m	VIRAL
05	PewPewPew PewPewPew PewPewPew	×8	4	80m→440m	NICHE
06	bonsoir	×8	8	456m→456m	NICHE
07	!drops	×7	7	37m→414m	NICHE
08	KEKW	×7	2	180m→292m	NICHE
09	!PollTanks	×6	6	5m→425m	NICHE
10	wotHAPPENED	×6	4	184m→282m	NICHE

Keyword cloud

TOP 18 TOKENS

that₂₄₅poll₂₀₄with₂₀₀this₁₈₂just₁₅₁have₁₄₉tank₁₄₁like₁₃₇quickybaby₁₃₆tanks₁₃₀https₁₂₂subscribed₁₁₇current₁₁₇what₁₁₀http₁₀₅good₁₀₄your₁₀₂thanks₁₀₀

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

37:00MoobotWALL
@ThePerkyPercy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of
66:00MoobotWALL
@agozzyy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of Cola,
71:00MoobotWALL
@nanoram16 Today, get 3x "Dead Weight" decals, 2x +50% Combat XP for 1 hour (expires in 7 days), 5x Cases of Cola, and 5
195:00MoobotWALL
@DJZXDED_CZE Today, get 3x "Dead Weight" decals, 2x +50% Combat XP for 1 hour (expires in 7 days), 5x Cases of Cola, 5x
266:00QuickyBabyPEAK
http://poll.quickybaby.com/p/current
266:00QuickyBabyPEAK
http://poll.quickybaby.com/p/current
266:00QuickyBabyPEAK
http://poll.quickybaby.com/p/current

User colors

TOP 16

Participation inequality

879 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

21%

9 users

Top 5%

43%

44 users

Top 10%

57%

88 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 msg431USERS431MSGS10.0%
2-4 msgs258USERS710MSGS16.5%
5-19 msgs153USERS1,415MSGS32.9%
20+ msgs37USERS1,739MSGS40.5%

37 super-active users (4.2% of chatters) wrote 40% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@michaelokgb72 · by 33 users
@chr0m3chaos58 · by 32 users
@quickybaby53 · by 33 users
@madgamerfcb20 · by 15 users
@lobstep17 · by 10 users
@kolyabanned17 · by 7 users
@poisonblanche15 · by 7 users
@t30enjoyer13 · by 9 users
@famouslandmark11 · by 7 users
@santtutheman10 · by 9 users

Top interactors

WHO REACHES OUT

moobot133 sent
chr0m3chaos54 sent
michaelokgb45 sent
kolyabanned33 sent
lobstep16 sent
m4real15 sent
poisonblanche15 sent
y2a_alkis12 sent
famouslandmark10 sent
kmykz10 sent

Badge mix

TOP 8

PREMIUM776 · 18%
SUBSCRIBER571 · 13%
MODERATOR306 · 7%
CLIPS-LEADER285 · 7%
SUB-GIFTER232 · 5%
BITS177 · 4%
NASA-ARTEMIS-II161 · 4%
LEAD_MODERATOR147 · 3%

Core community

107

≥3 interactions

Drive-by

340

1 msg · 0 interactions

Mentions

768

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	kolyabanned	→	michaelokgb	18
02	michaelokgb	→	kolyabanned	11
03	legomaster18	→	michaelokgb	7
04	michaelokgb	→	legomaster18	6
05	penguuuuuuuuu	→	michaelokgb	5
06	lobstep	→	chr0m3chaos	5
07	y2a_alkis	→	chr0m3chaos	5
08	chr0m3chaos	→	michaelokgb	4
09	darkstar1282	→	quickybaby	4
10	holeeshid	→	chr0m3chaos	4
11	chr0m3chaos	→	t30enjoyer	4
12	wadeb7	→	quickybaby	4

Chat tape

NOTABLE MESSAGES

00:00subi1_OPENER
live!!
37:00MoobotWALL
@ThePerkyPercy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of
42:00darkstar1282PING
@quickybaby hey man, I have been wanting to start a light tank light. Any suggestions on which one I should focus on fir
43:00darkstar1282PING
@quickybaby thanks man. I meant light tank line. But you understood still. Cheers.
46:00sharkfinnerPING
@QuickyBaby only 25k credits for the battle? Why?
66:00MoobotWALL
@agozzyy Today, get 3x "Dead Weight" decals, 2x +200% Free and Crew XP for 1 hour (expires in 7 days), 5x Cases of Cola,

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

11.4

chat depth

Community gini

0.65

0 = broad, 1 = few voices

Loyal chatters

190

≥5 msgs

Sub messages

14%

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.1%
CAPS RAGE1.5%
SPAM/PASTA5.2%
BOT MSGS3.9%

Sponsor signals · detected in chat

14 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	poll.quickybaby.com	×107	4	3m→431m	BOT TIMER
LINK	amzn.to	×72	1	10m→527m	BOT TIMER
LINK	youtu.be	×23	1	5m→528m	BOT TIMER
CMD	!polltanks	×19	18	3m→431m	ORGANIC
LINK	twitch.tv	×13	4	37m→424m	BOT TIMER
CMD	!drops	×7	7	37m→414m	ORGANIC
LINK	bit.ly	×7	1	37m→414m	BOT TIMER
CMD	!poll	×4	4	250m→261m	ORGANIC
LINK	youtube.com	×4	1	532m→532m	ORGANIC
CMD	!mods	×3	3	227m→331m	ORGANIC
CMD	!crucible	×3	3	250m→478m	ORGANIC
CMD	!mod	×2	2	330m→331m	ORGANIC
CMD	!chair	×2	1	350m→497m	ORGANIC
CMD	!panic	×1	1	176m→176m	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

ES0.9%
EN46.0%
OTHER / EMOTE-ONLY53.1%

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 4,295CHATTERS 879POS 393NEG 24TOP KEYWORD “THAT” ×245GINI 0.653BOTS 4PEAK ×12.2 @ 456m

QuickyBaby's World of Tanks stream "🔥2x *NEW* !DROPS @15:00🔥 Onslaught light | !Crucible | !M-VII-Y | Watching QB Funny Moments + NEW !PollTanks WEBSITE @17:00" on Jul 20, 2026 generated 4,295 messages from 879 unique chatters (8 msgs/min average, peaking at 50/min). Sentiment ran 393 positive vs 24 negative, and the top keyword was "that" (×245). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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QuickyBaby stream analytics summary