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vanillamace - Just Chatting stream analytics - Aug 01, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Aug 01, 2026 · VOD 2834069318

Chat mood & viewers

23,701 MSGS
Positive
1,558
6.6% of msgs
Negative
58
0.2% of msgs
Neutral
22,085
93.2% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,558 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

61 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

61 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED8 CLIP-WORTHY
  1. 01:00EMOTES×3.1clip suggested Watch VOD

    67 emote msgs — ×3.1 the average

    • skizb0lls: plaqueboySped plaqueboySped plaqueboySped plaqueboySped
    • humanurinall: SO EXCITED
  2. 01:00SPIKE×1.5 Watch VOD

    589 msgs — ×1.5 the stream average

    • skizb0lls: plaqueboySped plaqueboySped plaqueboySped plaqueboySped
    • humanurinall: SO EXCITED
  3. 02:00EMOTES×5clip suggested Watch VOD

    109 emote msgs — ×5 the average

    • itstayloruh: bad day to not be subbed
    • wolfie9478: @stfujessicaa 1 more minute
  4. 03:00INFLUX×3.3clip suggested Watch VOD

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

    • kyndra_w: Best day ever
    • t0tallynot_bea: #HEREFORMARTIN
  5. 04:00INFLUX×3clip suggested Watch VOD

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

    • peaches4ndcream: MAMA YOU’RE NOT GONNA FOOL US!!!!!!!
    • 3waykiss: then who’s phone is that in the background?

Keyword tracker

TOP 14
  • katie1,048
  • martin777
  • this682
  • subscribed657
  • lmao555
  • that505
  • what444
  • watch437
  • with414
  • tier401
  • streak369
  • like363
  • just326
  • watched317

Bot radar

4 FLAGGED
SuspectMsgsScoreConfSignals
nightbot61.00knownknown bot account
streamelements11.00knownknown bot account
swaggy_lills180.45mediumrepeated one message ×11 (61% of output)
itsamy02110.45mediumrepeated one message ×9 (82% of output)

Emote pulse

TOP 8
  • vanill171Schocked372
  • vanill171Rosee280
  • realka58HILARIOUS219
  • realka58Psycho194
  • realka58Wrigley169
  • realka58Shocked161
  • realka58Behindya126
  • realka58Backup114

Evidence tape

6 MSGS
  • 00:00miaelizdOPENER

    what’s the title

  • 00:00teejrlPING

    @vanillamace you are late. please be more respectful of my time.

  • 02:00kaymosaWALL

    vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Sch

  • 02:00ykm_carlieeeWALL

    vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Schocked vanill171Schocked vanill171Schocked vanill

  • 05:00j3nny0o0WALL

    realka58Shocked realka58Shocked realka58Shocked realka58Shocked realka58Shocked realka58Shocked realka58Shocked realka58

  • 05:00madi_the_cringeWALL

    TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo

Moments
12
auto-detected
Clip-worthy
8
intensity ≥1.8
Flips
0
mood swings
Bots
4
suspects flagged
MSGS 23,701CHATTERS 5443POS 1,558NEG 58TOP KEYWORD “KATIE” ×1048GINI 0.584BOTS 4PEAK ×5 @ 2m

vanillamace stream analytics summary

vanillamace's Just Chatting stream "HANGING WITH KATIE AND MARTIN" on Aug 01, 2026 generated 23,701 messages from 5,443 unique chatters (388.5 msgs/min average, peaking at 624/min). Sentiment ran 1,558 positive vs 58 negative, and the top keyword was "katie" (×1048). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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