RealKatieB — QSMP stream analytics — Jul 15, 2026

FULL STREAM INTELLIGENCE · QSMP

Jul 15, 2026 · VOD 2820733832

Chat mood & viewers

63,626 MSGS

Positive

5,163

8.1% of msgs

Negative

283

0.4% of msgs

Neutral

58,180

91.4% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

5,163 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

243 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

243 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

03:00INFLUX×19clip suggested Watch VOD
573 first-time chatters in one minute (raid-like influx)
- ven1011: HELLOOOOO
- shiyaamiswag: HI KATIEEEE
04:00INFLUX×8.7clip suggested Watch VOD
261 first-time chatters in one minute (raid-like influx)
- jojodelro: THANK YOU FOR PLAYING MOVIE NIGHT
- Nyx_Ur: THANKYOU KATIE
05:00INFLUX×5.8clip suggested Watch VOD
176 first-time chatters in one minute (raid-like influx)
- sageisthecolor: omg yes and the edits are so sad
- zitatheultracoolest: im watching this from disneyland
06:00INFLUX×6.6clip suggested Watch VOD
198 first-time chatters in one minute (raid-like influx)
- siennaelise: u over there giving ur man a voice
- boxx_bats: Your " safe word " LMAO
08:00EMOTES×9.4clip suggested Watch VOD
115 emote msgs — ×9.4 the average
- Mrskatiesbigtoe: KATIE HAVE YOU SEEN THE QSMP LIVE ISLAND TEASER?
- abbyrls: y u have an antenna

Keyword tracker

TOP 14

lmao1,986
this1,644
lmaooo1,521
katie1,385
here1,040
lmaoo998
that992
lmaoooo989
holy908
what904
just855
love714
like563
awww563

Bot radar

12 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	4	1.00	known	known bot account
lcinna_chantey12	11	0.55	medium	10 messages fired <2s apart · 11 msgs/min sustained
lilbroman123	29	0.45	medium	repeated one message ×27 (93% of output)
izzyt6	27	0.45	medium	repeated one message ×15 (56% of output)
evieh313	13	0.45	medium	repeated one message ×7 (54% of output)
gatosbonitos	12	0.45	medium	repeated one message ×6 (50% of output)
mayaistoofree	11	0.45	medium	repeated one message ×6 (55% of output)
risyaaa	9	0.45	medium	repeated one message ×7 (78% of output)
aliviadagoattt	9	0.45	medium	repeated one message ×5 (56% of output)
sleeperxt	7	0.45	medium	repeated one message ×6 (86% of output)
ziczem	6	0.45	medium	repeated one message ×4 (67% of output)
fishyindasea88	5	0.45	medium	repeated one message ×5 (100% of output)

Emote pulse

TOP 8

donkaaNien2,209
realka58HILARIOUS1,334
donkaaGroen1,034
realka58Riley741
realka58Wrigley473
realka58War380
realka58Sad326
BigSad314

Evidence tape

6 MSGS

00:00jaiwwxOPENER
LMAOO
02:00gracee_ePING
@RealKatieB WHERE IS THE HOODIE FROM ITS CUTE kaylieuHam1 kaylieuHam1
03:00shiyaamiswagPEAK
HI KATIEEEE
03:00ragavir_PEAK
HEYY KATTIIEEEE
03:00pattypandasPEAK
pattypandas watched 145 consecutive streams and sparked a watch streak! 145 stream watch streak <3
03:007eenotbeePEAK
hiiii katieee

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

slimjen

MSGS
SENT

FIRST SEEN 0:00 · 0.4% OF ALL CHATMODSUB

Unique chatters

7,325

2% of viewers

Msgs / chatter

8.7

63,626 msgs total

From subs

50%

31,814 msgs

Bots filtered

4 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS4% OF CHAT

#	Chatter	Badges	Msgs	Share
01	slimjen	MODSUB	262	0.4%
02	emsfiddlestcks		179	0.3%
03	catIuvr333		179	0.3%
04	stevie_jinx		162	0.3%
05	plue__osuuuuuu	SUB	156	0.2%
06	aaliyahyeager	SUB	150	0.2%
07	inkafreakher		137	0.2%
08	therealallyson	MOD	137	0.2%
09	sadieluvverx		133	0.2%
10	mai1avv	SUB	131	0.2%
11	maddiea2882	SUB	128	0.2%
12	sassyjazzyyy	SUB	125	0.2%
13	joannabananamuffin	SUB	125	0.2%
14	29ens	SUB	122	0.2%
15	modvaniIIa		118	0.2%
16	xatcarla		118	0.2%
17	urmomlovesmelol	SUB	112	0.2%
18	starlover44		110	0.2%
19	PrismaBear_		109	0.2%
20	sassykatiewithhat	SUB	109	0.2%

User types · badge mix

94 BADGES

SUBSCRIBER31,415 · 49%
QSMP221,538 · 34%
BLOSSOM-BADGE5,377 · 8%
PREMIUM3,860 · 6%
BLOOM-BADGE1,886 · 3%
SUB-GIFTER1,639 · 3%
TURBO1,092 · 2%
FOOTBALL-FEST-2026878 · 1%

New chatters · arrival curve

7325 TOTAL

first-message arrivals · 0m → 242m

351 joined in the first 2 minutes = 5% of all chatters

Returning

2822

≥5 msgs sent

One-and-done

2432

single message

Most mentioned

650 @s

@catiuvr33345 · 25u
@graf29 · 28u
@therealallyson29 · 13u
@leahscooler17 · 14u
@stevie_jinx12 · 12u
@slimjen9 · 5u
@realkatieb6 · 6u
@melongo216 · 6u

Top interactors

WHO PINGS MOST

catiuvr33330
slimjen19
therealallyson17
kbeditsblitz10
luna_likethemoon379
julesn_109
yourlocalgardengnom37
emsfiddlestcks7

Chat tape

NOTABLE MSGS

00:00jaiwwxOPENER
LMAOO
02:00gracee_ePING
@RealKatieB WHERE IS THE HOODIE FROM ITS CUTE kaylieuHam1 kaylieuHam1
03:00shiyaamiswagPEAK
HI KATIEEEE
03:00ragavir_PEAK
HEYY KATTIIEEEE
03:00pattypandasPEAK
pattypandas watched 145 consecutive streams and sparked a watch streak! 145 stream watch streak <3
03:007eenotbeePEAK
hiiii katieee
03:00caroline__428PEAK
yeah for me too
03:00kaarsynPEAK
england so then it will be english or spanish and they won't be able to move

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

1,626 msgs

Top 50 chatters

5,642 msgs

Remaining

7275

share 91%

TOP 10 · 3%REST · 7315 CHATTERS · 97%

donkaaNien ×2209realka58HILARIOUS ×1334donkaaGroen ×1034realka58Riley ×741realka58Wrigley ×473realka58War ×380realka58Sad ×326BigSad ×314realka58Psycho ×283realka58Subbleu ×283

Emote volume

MSGS W/ EMOTES

Of all messages

4.7%

63,626 msgs scanned

Emote codes

10,707 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

14,235

28,801

16,208

3,570

712

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

Median

10 ch

P90

33 ch

Max

479 ch

Chat DNA

% OF ALL MSGS

Caps rage

38.1%

24,264 msgs

Questions

3.5%

2,252 msgs

Mentions

1.0%

654 @calls

Commands

0.1%

38 !calls

CAPS38.1%
QUESTIONS3.5%
MENTIONS1.0%
COMMANDS0.1%

Top multiplier

#1 EMOTE

donkaaNien

official emote · per-minute flow

02realka58HILARIOUS×1334
03donkaaGroen×1034
04realka58Riley×741

Emote leaderboard

OFFICIAL7TV-STYLE

donkaaNien×2,209
realka58HILARIOUS×1,334
donkaaGroen×1,034
realka58Riley×741
realka58Wrigley×473
realka58War×380
realka58Sad×326
BigSad×314
realka58Psycho×283
realka58Subbleu×283
realka58Backup×235
qsmpNACHO×230
qsmpHeart×222
realka58Shocked×220
realka58Hey×196
realka58Behindya×187

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

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	LMAO	×1265	538	3m→241m	VIRAL
02	LMAOOO	×1201	543	3m→241m	VIRAL
03	LMAOOOO	×819	421	4m→242m	VIRAL
04	LMAOO	×766	379	0m→241m	VIRAL
05	I WAS HERE	×567	481	8m→158m	VIRAL
06	LMAOOOOO	×413	241	3m→241m	VIRAL
07	AWWWW	×275	228	7m→242m	VIRAL
08	AWWW	×264	195	7m→211m	VIRAL
09	LMFAOOO	×233	124	4m→242m	VIRAL
10	WWWW	×227	187	0m→242m	VIRAL

Keyword cloud

TOP 18 TOKENS

lmao₁₉₈₆this₁₆₄₄lmaooo₁₅₂₁katie₁₃₈₅here₁₀₄₀lmaoo₉₉₈that₉₉₂lmaoooo₉₈₉holy₉₀₈what₉₀₄just₈₅₅love₇₁₄like₅₆₃awww₅₆₃when₅₄₅awwww₄₉₃lmaooooo₄₈₉they₄₈₃

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

03:00shiyaamiswagPEAK
HI KATIEEEE
03:00ragavir_PEAK
HEYY KATTIIEEEE
03:00pattypandasPEAK
pattypandas watched 145 consecutive streams and sparked a watch streak! 145 stream watch streak <3
03:007eenotbeePEAK
hiiii katieee
03:00caroline__428PEAK
yeah for me too
03:00kaarsynPEAK
england so then it will be english or spanish and they won't be able to move
09:00socks2013WALL
GayPride GayPride GayPride GayPride GayPride GayPride GayPride GayPride GayPride GayPride GayPride GayPride GayPride Gay

User colors

TOP 16

Participation inequality

7,325 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

12%

73 users

Top 5%

36%

366 users

Top 10%

53%

733 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 msg2,432USERS2,432MSGS3.8%
2-4 msgs2,071USERS5,626MSGS8.8%
5-19 msgs1,921USERS18,350MSGS28.8%
20+ msgs901USERS37,218MSGS58.5%

901 super-active users (12.3% of chatters) wrote 58% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@catiuvr33345 · by 25 users
@graf29 · by 28 users
@therealallyson29 · by 13 users
@leahscooler17 · by 14 users
@stevie_jinx12 · by 12 users
@slimjen9 · by 5 users
@realkatieb6 · by 6 users
@melongo216 · by 6 users
@isauwu67nga6 · by 6 users
@lesbi_honestt5 · by 5 users

Top interactors

WHO REACHES OUT

catiuvr33330 sent
slimjen19 sent
therealallyson17 sent
kbeditsblitz10 sent
luna_likethemoon379 sent
julesn_109 sent
yourlocalgardengnom37 sent
emsfiddlestcks7 sent
getwrecked33997 sent
kaylee0349456 sent

Badge mix

TOP 8

SUBSCRIBER31415 · 49%
QSMP221538 · 34%
BLOSSOM-BADGE5377 · 8%
PREMIUM3860 · 6%
BLOOM-BADGE1886 · 3%
SUB-GIFTER1639 · 3%
TURBO1092 · 2%
FOOTBALL-FEST-2026878 · 1%

Core community

114

≥3 interactions

Drive-by

2,401

1 msg · 0 interactions

Mentions

650

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	therealallyson	→	catiuvr333	12
02	slimjen	→	therealallyson	9
03	catiuvr333	→	therealallyson	8
04	slimjen	→	catiuvr333	6
05	ohnoitsolivia	→	chickentenderwoman	3
06	therealallyson	→	slimjen	3
07	catiuvr333	→	getwrecked3399	3
08	squid_from_the_nether	→	sophfreakingcute1	2
09	catiuvr333	→	slimjen	2
10	dokmaii26	→	graf	2
11	leonaeffins	→	leahscooler	2
12	pokopiagamer22	→	leahscooler	2

Chat tape

NOTABLE MESSAGES

00:00jaiwwxOPENER
LMAOO
02:00gracee_ePING
@RealKatieB WHERE IS THE HOODIE FROM ITS CUTE kaylieuHam1 kaylieuHam1
03:00shiyaamiswagPEAK
HI KATIEEEE
03:00ragavir_PEAK
HEYY KATTIIEEEE
03:00pattypandasPEAK
pattypandas watched 145 consecutive streams and sparked a watch streak! 145 stream watch streak <3
03:007eenotbeePEAK
hiiii katieee

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

0.67

0 = broad, 1 = few voices

Loyal chatters

2822

≥5 msgs

Sub messages

50%

paying-fan share

Brand safety

MEASURED · LEXICON

CSafety grade

Score / 100

PROFANITY0.9%
CAPS RAGE38.1%
SPAM/PASTA12.2%
BOT MSGS0.0%

Sponsor signals · detected in chat

10 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	twitch.tv	×15	9	28m→242m	ORGANIC
CMD	!discord	×8	8	3m→112m	ORGANIC
CMD	!prime	×5	2	0m→80m	ORGANIC
CMD	!followage	×5	5	8m→68m	ORGANIC
CMD	!watchtime	×3	3	44m→198m	ORGANIC
CMD	!time	×2	2	9m→140m	ORGANIC
CMD	!socials	×2	2	19m→95m	ORGANIC
CMD	!donate	×1	1	5m→5m	ORGANIC
LINK	discord.gg	×1	1	112m→112m	BOT TIMER
CMD	!twerk	×1	1	159m→159m	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

ES1.5%
EN18.4%
OTHER / EMOTE-ONLY80.1%

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 63,626CHATTERS 7325POS 5,163NEG 283TOP KEYWORD “LMAO” ×1986GINI 0.666BOTS 12PEAK ×19 @ 3m

RealKatieB's QSMP stream "MOVIE NIGHT -> GTA LOOKING FOR LOVE !socials" on Jul 15, 2026 generated 63,626 messages from 7,325 unique chatters (261.8 msgs/min average, peaking at 681/min). Sentiment ran 5,163 positive vs 283 negative, and the top keyword was "lmao" (×1986). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

RealKatieB stream analytics summary