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RealKatieB - RESIDENT EVIL 7 biohazard stream analytics - Jul 16, 2026

FULL STREAM INTELLIGENCE · RESIDENT EVIL 7 biohazard

Jul 16, 2026 · VOD 2821651363

Chat mood & viewers

40,921 MSGS
Positive
2,731
6.7% of msgs
Negative
214
0.5% of msgs
Neutral
37,976
92.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,731 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

247 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

247 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×5.2clip suggested Watch VOD

    59 emote msgs — ×5.2 the average

    • daisydees: brushed up on my re7 knowledge just for this stream
    • blitzar_000: OOOOOOOOOOH
  2. 02:00EMOTES×10.2clip suggested Watch VOD

    115 emote msgs — ×10.2 the average

    • Becksxo25: RILEYYYYYYY
    • huebatkuh: MAMAMMAMA
  3. 03:00INFLUX×11.1clip suggested Watch VOD

    221 first-time chatters in one minute (raid-like influx)

    • xo_lover4eva: HAPPY ANNIVERSARY
    • raee7768: HAPPY ANNIVERSARY
  4. 04:00INFLUX×8clip suggested Watch VOD

    159 first-time chatters in one minute (raid-like influx)

    • nicknamedstar: katie this is my first time in a twitch stream pls play resident evil 8 after th
    • fatheralondra: hello lovely ladies
  5. 05:00INFLUX×8.5clip suggested Watch VOD

    170 first-time chatters in one minute (raid-like influx)

    • cclovesphoebe: cclovesphoebe watched 30 consecutive streams and sparked a watch streak! hand he
    • lollaurenx: WWWWW GIFTEDDDD WWWWWWWW RILEYYYYYY WWWWWW KILEYYYYYYY

Keyword tracker

TOP 14
  • this1,175
  • that1,076
  • katie1,053
  • just743
  • what724
  • like656
  • lmao626
  • game564
  • damn447
  • stream446
  • watch418
  • holy413
  • scared395
  • right393

Bot radar

3 FLAGGED
SuspectMsgsScoreConfSignals
streamelements561.00knownknown bot account
junkiriri120.55medium10 messages fired <2s apart · 12 msgs/min sustained
nagito_joestar80.45mediumrepeated one message ×4 (50% of output)

Emote pulse

TOP 8
  • realka58Girlscangame3,206
  • realka58Riley1,546
  • realka58Subbleu719
  • realka58HILARIOUS717
  • realka58Wrigley261
  • realka58Shocked255
  • realka58Hey196
  • realka58Sad154

Evidence tape

6 MSGS
  • 00:00susisaidhiOPENER

    AYEEEE HEYYYY

  • 05:00cclovesphoebePEAK

    cclovesphoebe watched 30 consecutive streams and sparked a watch streak! hand heart please

  • 05:00lollaurenxPEAK

    WWWWW GIFTEDDDD WWWWWWWW RILEYYYYYY WWWWWW KILEYYYYYYY

  • 05:00ctrllostPEAK

    ctrllost watched 60 consecutive streams and sparked a watch streak!

  • 05:00caitlin22_ccPEAK

    riley marry me

  • 05:00sansamosaPEAK

    skjdfhsekjhgskjghsekgjse

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
3
suspects flagged
MSGS 40,921CHATTERS 4930POS 2,731NEG 214TOP KEYWORD “THIS” ×1175GINI 0.691BOTS 3PEAK ×11.1 @ 3m

RealKatieB stream analytics summary

RealKatieB's RESIDENT EVIL 7 biohazard stream "BESTEST RESIDENT EVIL 7 PLAYTHROUGH !socials" on Jul 16, 2026 generated 40,921 messages from 4,930 unique chatters (165.7 msgs/min average, peaking at 634/min). Sentiment ran 2,731 positive vs 214 negative, and the top keyword was "this" (×1175). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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