Quackity — QSMP stream analytics — Jul 15, 2026

FULL STREAM INTELLIGENCE · QSMP

Jul 15, 2026 · VOD 2820821807

Chat mood & viewers

29,900 MSGS

Positive

1,202

4.0% of msgs

Negative

510

1.7% of msgs

Neutral

28,188

94.3% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,202 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

15:000.10→-0.18Δ-0.28
17:00-0.29→-0.03Δ+0.26

Mood regime · per minute

53 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

53 MIN0 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED11 CLIP-WORTHY

03:00INFLUX×3clip suggested Watch VOD
312 first-time chatters in one minute (raid-like influx)
- regina092811: elquackityHola elquackityHola elquackityHola elquackityHola
- malinawa55: HELLOOOOOOOOOO
05:00INFLUX×2.4clip suggested Watch VOD
250 first-time chatters in one minute (raid-like influx)
- pinkpawzzi: I LOVE UUUU
- ale_starxx: HELLOOOOO
07:00EMOTES×2.3clip suggested Watch VOD
245 emote msgs — ×2.3 the average
- fandefnaf12345: BigSad BigSad BigSad BigSad BigSad BigSad BigSad BigSad
- Dahlaretti: NotLikeThis NotLikeThis NotLikeThis
15:00EMOTES×4.1clip suggested Watch VOD
448 emote msgs — ×4.1 the average
- isshiaa: NotLikeThis NotLikeThis NotLikeThis
- euphoricxcay: quackityLasr quackityLasr quackityLasr quackityLasr quackityLasr quackityLasr qu
15:00MOOD FLIP×0.28 Watch VOD
mood swung 0.1 → -0.18 in one minute
- isshiaa: NotLikeThis NotLikeThis NotLikeThis
- euphoricxcay: quackityLasr quackityLasr quackityLasr quackityLasr quackityLasr quackityLasr qu

Keyword tracker

TOP 14

quackity629
what401
qsmp389
here356
streak334
watch333
streams319
watched317
consecutive316
sparked316
dobry273
wwww258
england252
lmao240

Bot radar

2 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	1	1.00	known	known bot account
beesq	6	0.45	medium	repeated one message ×5 (83% of output)

Emote pulse

TOP 8

FBCatch5,875
BigSad4,743
TwitchUnity2,288
NotLikeThis2,178
QSMP21,473
elquackityAmor1,180
<31,161
PopCorn948

Evidence tape

6 MSGS

00:00fabymizzaOPENER
ALO
09:00lollaurenxWALL
caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseo
13:00torres7262WALL
me cortó el pelo como quackity y cumplo si gana argentina BisexualPride BisexualPride BisexualPride BisexualPride Bisexu
14:00yflmultsPING
I’m jealous of ppl in Poland who have photo with u @quackity
14:00maajsonnekWALL
realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup
20:00lookeduckPEAK
FOOLISH????????

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

tessaisverycoolok

MSGS
SENT

FIRST SEEN 1:00 · 0.6% OF ALL CHATSUB

Unique chatters

5,518

3% of viewers

Msgs / chatter

5.4

29,900 msgs total

From subs

19%

5,608 msgs

Bots filtered

1 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS7% OF CHAT

#	Chatter	Badges	Msgs	Share
01	tessaisverycoolok	SUB	184	0.6%
02	kzxcoffee	MOD	159	0.5%
03	StarJaZmIn		126	0.4%
04	shaunashipmanyj		116	0.4%
05	LaLimona	MOD	114	0.4%
06	ankahorii	SUB	112	0.4%
07	fiorrella_		107	0.4%
08	quackgiddy		102	0.3%
09	mm_geooo	SUB	102	0.3%
10	magii7_	SUB	100	0.3%
11	brigadeiiroow	SUB	95	0.3%
12	Ainos04	SUB	87	0.3%
13	Dominikayfl	SUB	85	0.3%
14	miwisrry	SUB	84	0.3%
15	pelusaaa10		83	0.3%
16	tokuYukii	SUB	83	0.3%
17	zuziaidgaf	SUB	81	0.3%
18	xSimonPL		81	0.3%
19	t_tallulah	SUB	79	0.3%
20	chocomilkproo		76	0.3%

User types · badge mix

78 BADGES

QSMP220,483 · 69%
SUBSCRIBER5,599 · 19%
FOOTBALL-FEST-2026464 · 2%
SUB-GIFTER445 · 1%
MODERATOR365 · 1%
BLOSSOM-BADGE345 · 1%
PREMIUM202 · 1%
NASA-ARTEMIS-II123 · 0%

New chatters · arrival curve

5518 TOTAL

first-message arrivals · 0m → 52m

546 joined in the first 2 minutes = 10% of all chatters

Returning

1526

≥5 msgs sent

One-and-done

2143

single message

Most mentioned

65 @s

@quackity6 · 5u
@donkaaklijn6 · 6u
@nexe_6 · 6u
@alasey_4 · 4u
@nanqzxq3 · 3u
@sparxlke2 · 1u
@podudzka21_2 · 2u
@realkatieb2 · 2u

Top interactors

WHO PINGS MOST

kitty__yy4
octagonjuice23
kzxcoffee2
pelusaaa102
rentaaaa_2
milciak242
alexia_soff2
madzkapremium2

Chat tape

NOTABLE MSGS

00:00fabymizzaOPENER
ALO
09:00lollaurenxWALL
caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseo
13:00torres7262WALL
me cortó el pelo como quackity y cumplo si gana argentina BisexualPride BisexualPride BisexualPride BisexualPride Bisexu
14:00yflmultsPING
I’m jealous of ppl in Poland who have photo with u @quackity
14:00maajsonnekWALL
realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup
20:00lookeduckPEAK
FOOLISH????????
20:00junie_setPEAK
FOOLISHHSHS
20:00lilsophiebeePEAK
OMG FOOLISH

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

1,222 msgs

Top 50 chatters

13%

3,909 msgs

Remaining

5468

share 87%

TOP 10 · 4%REST · 5508 CHATTERS · 96%

FBCatch ×5875BigSad ×4743TwitchUnity ×2288NotLikeThis ×2178QSMP2 ×1473elquackityAmor ×1180<3 ×1161PopCorn ×948elquackityLloron ×642quackityLove ×574

Emote volume

MSGS W/ EMOTES

Of all messages

19.1%

29,900 msgs scanned

Emote codes

27,298 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

7,859

13,090

5,590

2,616

659

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

Median

9 ch

P90

44 ch

Max

393 ch

Chat DNA

% OF ALL MSGS

Caps rage

41.9%

12,518 msgs

Questions

3.2%

965 msgs

Mentions

0.2%

66 @calls

Commands

0.0%

2 !calls

CAPS41.9%
QUESTIONS3.2%
MENTIONS0.2%
COMMANDS0.0%

Top multiplier

#1 EMOTE

FBCatch

official emote · per-minute flow

02BigSad×4743
03TwitchUnity×2288
04NotLikeThis×2178

Emote leaderboard

OFFICIAL7TV-STYLE

FBCatch×5,875
BigSad×4,743
TwitchUnity×2,288
NotLikeThis×2,178
QSMP2×1,473
elquackityAmor×1,180
<3×1,161
PopCorn×948
elquackityLloron×642
quackityLove×574
quackityHeart×558
elquackityPalomitas×450
DinoDance×405
LUL×332
elquackityQUE×280
quackitySus×280

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	I WAS HERE	×284	250	16m→52m	VIRAL
02	FBCatch FBCatch FBCatch FBCatch	×221	180	2m→50m	VIRAL
03	WWWW	×213	176	12m→49m	VIRAL
04	FBCatch FBCatch FBCatch FBCatch FBCatch	×209	173	8m→50m	VIRAL
05	WWWWW	×188	161	6m→49m	VIRAL
06	AWWWW	×185	156	6m→48m	VIRAL
07	BigSad BigSad BigSad BigSad	×184	150	2m→51m	VIRAL
08	WHAT	×174	140	1m→52m	VIRAL
09	LMAO	×167	125	2m→52m	VIRAL
10	FBCatch FBCatch FBCatch	×161	132	3m→51m	VIRAL

Keyword cloud

TOP 18 TOKENS

quackity₆₂₉what₄₀₁qsmp₃₈₉here₃₅₆streak₃₃₄watch₃₃₃streams₃₁₉watched₃₁₇consecutive₃₁₆sparked₃₁₆dobry₂₇₃wwww₂₅₈england₂₅₂lmao₂₄₀awwww₂₃₇wwwww₂₂₆yesss₂₀₆kurwa₁₉₈

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

09:00lollaurenxWALL
caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseo
13:00torres7262WALL
me cortó el pelo como quackity y cumplo si gana argentina BisexualPride BisexualPride BisexualPride BisexualPride Bisexu
14:00maajsonnekWALL
realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup
20:00lookeduckPEAK
FOOLISH????????
20:00junie_setPEAK
FOOLISHHSHS
20:00lilsophiebeePEAK
OMG FOOLISH
20:00miyuukakajejePEAK
FOOLISH???????

User colors

TOP 16

Participation inequality

5,518 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

14%

55 users

Top 5%

37%

276 users

Top 10%

52%

552 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 msg2,143USERS2,143MSGS7.2%
2-4 msgs1,849USERS4,932MSGS16.5%
5-19 msgs1,208USERS10,959MSGS36.7%
20+ msgs318USERS11,866MSGS39.7%

318 super-active users (5.8% of chatters) wrote 40% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@quackity6 · by 5 users
@donkaaklijn6 · by 6 users
@nexe_6 · by 6 users
@alasey_4 · by 4 users
@nanqzxq3 · by 3 users
@sparxlke2 · by 1 users
@podudzka21_2 · by 2 users
@realkatieb2 · by 2 users
@xquicc71 · by 1 users
@goracemamusiewokolicy12031 · by 1 users

Top interactors

WHO REACHES OUT

kitty__yy4 sent
octagonjuice23 sent
kzxcoffee2 sent
pelusaaa102 sent
rentaaaa_2 sent
milciak242 sent
alexia_soff2 sent
madzkapremium2 sent
d4wiidd2 sent
sxin_xz2 sent

Badge mix

TOP 8

QSMP220483 · 69%
SUBSCRIBER5599 · 19%
FOOTBALL-FEST-2026464 · 2%
SUB-GIFTER445 · 1%
MODERATOR365 · 1%
BLOSSOM-BADGE345 · 1%
PREMIUM202 · 1%
NASA-ARTEMIS-II123 · 0%

Core community

≥3 interactions

Drive-by

2,134

1 msg · 0 interactions

Mentions

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	rentaaaa_	→	sparxlke	2
02	d4wiidd	→	quackity	2
03	c0czemu	→	xquicc7	1
04	rosiesalia	→	goracemamusiewokolicy1203	1
05	winterswinds_	→	lilly_fann	1
06	ssakurayfl	→	gaabusia_	1
07	kzxcoffee	→	takurani10206	1
08	pelusaaa10	→	arifanofjustaminx	1
09	moolicy	→	fiffyiafluff	1
10	erisfirstnlast	→	georgiamartinnn	1
11	kzxcoffee	→	earova14	1
12	alc1a_x	→	nanqzxq	1

Chat tape

NOTABLE MESSAGES

00:00fabymizzaOPENER
ALO
09:00lollaurenxWALL
caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseo
13:00torres7262WALL
me cortó el pelo como quackity y cumplo si gana argentina BisexualPride BisexualPride BisexualPride BisexualPride Bisexu
14:00yflmultsPING
I’m jealous of ppl in Poland who have photo with u @quackity
14:00maajsonnekWALL
realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup realka58Backup
20:00lookeduckPEAK
FOOLISH????????

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

0.2

chat depth

Community gini

0.63

0 = broad, 1 = few voices

Loyal chatters

1526

≥5 msgs

Sub messages

19%

paying-fan share

Brand safety

MEASURED · LEXICON

CSafety grade

Score / 100

PROFANITY0.5%
CAPS RAGE41.9%
SPAM/PASTA11.2%
BOT MSGS0.0%

Sponsor signals · detected in chat

1 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!followage	×2	2	3m→3m	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

ES2.6%
EN8.1%
OTHER / EMOTE-ONLY89.2%

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 29,900CHATTERS 5518POS 1,202NEG 510TOP KEYWORD “QUACKITY” ×629GINI 0.626BOTS 2PEAK ×5.1 @ 50m

Quackity's QSMP stream "FINAL QSMP DAY BEFORE THE BREAK" on Jul 15, 2026 generated 29,900 messages from 5,518 unique chatters (564.2 msgs/min average, peaking at 679/min). Sentiment ran 1,202 positive vs 510 negative, and the top keyword was "quackity" (×629). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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Quackity stream analytics summary