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Valkyrae - Just Chatting stream analytics - Aug 03, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Aug 03, 2026 · VOD 2836396295

Chat mood & viewers

26,963 MSGS
Positive
3,118
11.6% of msgs
Negative
168
0.6% of msgs
Neutral
23,677
87.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

3,118 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

158 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

158 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×3.3clip suggested Watch VOD

    71 emote msgs — ×3.3 the average

    • MSGcashout: we missed youuuuu
    • EastSidars: raeBum raeBum raeBum raeBum
  2. 02:00EMOTES×2.5clip suggested Watch VOD

    54 emote msgs — ×2.5 the average

    • SigmaEF: MUGA EARLY
    • RAYRAYG9_: Oldge Oldge Oldge <-- all of chat right now
  3. 03:00INFLUX×7.1clip suggested Watch VOD

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

    • kylimaria8: raeListen raeListen raeListen
    • pr0gamerz1: GoalHype GoalHype
  4. 03:00EMOTES×4.6clip suggested Watch VOD

    99 emote msgs — ×4.6 the average

    • kylimaria8: raeListen raeListen raeListen
    • pr0gamerz1: GoalHype GoalHype
  5. 04:00INFLUX×3.8clip suggested Watch VOD

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

    • Bicc: yall be nice om
    • astrowrlld1: U WERE GONE FOR SO LONG demeSob demeSob demeSob demeSob demeSob

Keyword tracker

TOP 14
  • that671
  • sure509
  • oooo441
  • subscribed427
  • clip387
  • lmao325
  • this322
  • with293
  • like289
  • twitch272
  • just267
  • https265
  • stream259
  • what233

Bot radar

5 FLAGGED
SuspectMsgsScoreConfSignals
fossabot1221.00knownknown bot account
eddie__r120.55medium11 messages fired <2s apart · 12 msgs/min sustained
starlight_422110.55medium10 messages fired <2s apart · 11 msgs/min sustained
numberonecinnafan80.45mediumrepeated one message ×4 (50% of output)
kritiii_380.45mediumrepeated one message ×4 (50% of output)

Emote pulse

TOP 8
  • raeHi1,000
  • raeWoo744
  • raeKek680
  • LUL586
  • raeHUG232
  • raeBum224
  • ICANT220
  • raeHiccup202

Evidence tape

6 MSGS
  • 00:00kaitodaishiOPENER

    listen, addicts are fully functioning and are not negatively impacted by their addictions aga

  • 04:00thaweentPING

    @valkyrae WHAT YOU THINK OF SPIDER-MAN

  • 04:00DethpixlWALL

    dethpiWavemk2 dethpiWavemk2 dethpiWavemk2 dethpiWavemk2 dethpiWavemk2 dethpiWavemk2 dethpiWavemk2 dethpiWavemk2 dethpiWa

  • 05:00azaibaPEAK

    SPIDERMAN FOUND DEAD IN A DITCH

  • 05:00JujuNamastePEAK

    WHO IS THIS????

  • 05:00cozylikesarahPEAK

    HIIIIIII RAEEEE

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
5
suspects flagged
MSGS 26,963CHATTERS 2550POS 3,118NEG 168TOP KEYWORD “THAT” ×671GINI 0.768BOTS 5PEAK ×7.1 @ 3m

Valkyrae stream analytics summary

Valkyrae's Just Chatting stream "SHORT CATCHUP STREAM!!! (also live on yt)" on Aug 03, 2026 generated 26,963 messages from 2,550 unique chatters (170.7 msgs/min average, peaking at 432/min). Sentiment ran 3,118 positive vs 168 negative, and the top keyword was "that" (×671). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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