RealKatieB - PEAK stream analytics - Jul 23, 2026

FULL STREAM INTELLIGENCE · PEAK

Jul 23, 2026 · VOD 2827177174

Chat mood & viewers

43,231 MSGS

Positive

4,235

9.8% of msgs

Negative

102

0.2% of msgs

Neutral

38,894

90.0% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,235 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

149:000.07→0.60Δ+0.53
150:000.60→0.09Δ-0.51

Mood regime · per minute

186 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

186 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

03:00INFLUX×7.7clip suggested Watch VOD
252 first-time chatters in one minute (raid-like influx)
- toastymcroastyyy: they can wait for the princess
- candiedclaire: THE CHUDDIES ‼️‼️
04:00INFLUX×6.3clip suggested Watch VOD
206 first-time chatters in one minute (raid-like influx)
- AngelThePro225: it looks like pee
- Squid_From_The_Nether: insane development from the first time u had matcha
05:00INFLUX×4.8clip suggested Watch VOD
157 first-time chatters in one minute (raid-like influx)
- sammyred3: W streamer
- shousel_: I was just watching your VODs
09:00INFLUX×4clip suggested Watch VOD
130 first-time chatters in one minute (raid-like influx)
- loveLynx707: OHHH SHII
- phenofum: vanilla and martin omg
19:00INFLUX×4.1clip suggested Watch VOD
132 first-time chatters in one minute (raid-like influx)
- bll_nini: need to smoke one lwk
- dtilemongurlxo: WOOOO EXCITED

Keyword tracker

TOP 14

lmao1,615
katie1,245
lmaooo1,237
lmaoo806
lmaoooo703
that677
what658
funky611
okej576
wwww561
tier544
just529
this524
ewron509

Bot radar

11 FLAGGED

Suspect	Msgs	Score	Conf	Signals
streamelements	13	1.00	known	known bot account
jessica34784	22	0.55	medium	20 messages fired <2s apart · 22 msgs/min sustained
meezzs1	11	0.55	medium	10 messages fired <2s apart · 11 msgs/min sustained
izzyt6	71	0.45	medium	repeated one message ×44 (62% of output)
jenickaaaa	34	0.45	medium	repeated one message ×20 (59% of output)
missbrisket	27	0.45	medium	repeated one message ×14 (52% of output)
lilbroman123	26	0.45	medium	repeated one message ×22 (85% of output)
hanakotbh	13	0.45	medium	repeated one message ×9 (69% of output)
x0maxo	8	0.45	medium	repeated one message ×4 (50% of output)
bobonilson	8	0.45	medium	repeated one message ×4 (50% of output)
miasterious14	8	0.45	medium	repeated one message ×4 (50% of output)

Emote pulse

TOP 8

realka58Girlscangame3,697
realka58Subbleu1,440
realka58HILARIOUS1,254
<3471
realka58Riley364
donkaaHartnien364
LesbianPride346
realka58Psycho248

Evidence tape

6 MSGS

00:00louist91_mlOPENER
HEYYYYY
02:00crackencrowbeakPEAK
clap clap clap
02:00Justin_Bieber069PEAK
KATIEVENGEERRRSSSSSS
02:004PawzzzPEAK
KAAATIIIEIEIEIEIEIIEIEEIIEEEEEEEEEEE
02:00ricochetingtearsPEAK
KATIEBENGERS
02:00xafeooPEAK
Kayieeeeeevengersssss

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

MSGS 43,231CHATTERS 6053POS 4,235NEG 102TOP KEYWORD “LMAO” ×1615GINI 0.648BOTS 11PEAK ×13.3 @ 183m

RealKatieB's PEAK stream "WILL WE PEAK !socials" on Jul 23, 2026 generated 43,231 messages from 6,053 unique chatters (232.4 msgs/min average, peaking at 653/min). Sentiment ran 4,235 positive vs 102 negative, and the top keyword was "lmao" (×1615). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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RealKatieB stream analytics summary