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Valkyrae — Just Chatting stream analytics — Jul 16, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 16, 2026 · VOD 2821292101

Chat mood & viewers

39,278 MSGS
Positive
3,767
9.6% of msgs
Negative
117
0.3% of msgs
Neutral
35,394
90.1% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

3,767 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

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
  1. 01:00EMOTES×2.7clip suggested Watch VOD

    48 emote msgs — ×2.7 the average

    • oh__him: Goodmorning
    • kkallisto: good morning chat <3333
  2. 04:00INFLUX×3.3clip suggested Watch VOD

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

    • Xalldore: @Casheyou @dimwit5098 raeHi
    • ImPorchy: ImPorchy subscribed at Tier 1. They've subscribed for 74 months! Good luck with
  3. 23:00INFLUX×2.7clip suggested Watch VOD

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

    • PrincesssXena: LMAOOOOOOOOOOO
    • sugarcroissant: literally they have 3 min ads it’s annoying
  4. 98:00INFLUX×2.8clip suggested Watch VOD

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

    • yourztrulyamir: kyrie irving
    • tamara_xo: Pedro pascal
  5. 122:00EMOTES×2.6clip suggested Watch VOD

    45 emote msgs — ×2.6 the average

    • Fossabot: It is 6:05 AM PDT for Rae
    • tigerbee12: @billythkid121 no she is busy

Keyword tracker

TOP 14
  • your1,018
  • that889
  • class841
  • what784
  • good668
  • like623
  • stream620
  • have592
  • time565
  • emily557
  • with502
  • this472
  • just463
  • will460

Bot radar

11 FLAGGED
SuspectMsgsScoreConfSignals
fossabot1651.00knownknown bot account
melioveh460.45mediumrepeated one message ×30 (65% of output)
itsnotmyforte180.45mediumrepeated one message ×9 (50% of output)
xxxxtinexxx150.45mediumrepeated one message ×8 (53% of output)
sbhr91130.45mediumrepeated one message ×8 (62% of output)
ukenkenu120.45mediumrepeated one message ×6 (50% of output)
vesperjt100.45mediumrepeated one message ×6 (60% of output)
ben_vervoort13100.45mediumrepeated one message ×10 (100% of output)
luyablox100.45mediumrepeated one message ×5 (50% of output)
gnxluther50.45mediumrepeated one message ×5 (100% of output)
narutoooooo00750.45mediumrepeated one message ×4 (80% of output)

Emote pulse

TOP 8
  • LUL830
  • raeHi588
  • raeSlay280
  • raeHehe246
  • TwitchConHYPE240
  • raeHUG228
  • raeKek224
  • raeBum212

Evidence tape

6 MSGS
  • 00:00FossabotOPENER

    Valkyrae just went live! They're playing Just Chatting! MUGA

  • 04:00MrDFishPING

    audio is perfect @valkyrae

  • 04:00pheonixelg10PING

    @Valkyrae audio is good

  • 04:00moana_nalaPING

    Yes Audio is perfect @valkyrae

  • 06:00tenostarkPING

    @valkyrae goooooorl you know what time it is? Bonnie still sleepin lol

  • 06:00strepppyyPING

    @Valkyrae YES UR CENTRAL

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
11
suspects flagged
MSGS 39,278CHATTERS 5683POS 3,767NEG 117TOP KEYWORD “YOUR” ×1018GINI 0.698BOTS 11PEAK ×3.9 @ 175m

Valkyrae stream analytics summary

Valkyrae's Just Chatting stream "professor rae gets ready for class (not live on yt because tech issues)" on Jul 16, 2026 generated 39,278 messages from 5,683 unique chatters (211.2 msgs/min average, peaking at 571/min). Sentiment ran 3,767 positive vs 117 negative, and the top keyword was "your" (×1018). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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