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vanillamace - IRL stream analytics - Aug 01, 2026

FULL STREAM INTELLIGENCE · IRL

Aug 01, 2026 · VOD 2834152650

Chat mood & viewers

14,618 MSGS
Positive
1,408
9.6% of msgs
Negative
30
0.2% of msgs
Neutral
13,180
90.2% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,408 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

97 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

97 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×2.9clip suggested Watch VOD

    20 emote msgs — ×2.9 the average

    • cocos_bbq: vanill171Littlemonkey vanill171Littlemonkey vanill171Littlemonkey
    • supcrnovas: supcrnovas watched 125 consecutive streams and sparked a watch streak!
  2. 02:00EMOTES×2.6clip suggested Watch VOD

    18 emote msgs — ×2.6 the average

    • unicornglittersquirt: HIII CHATT
    • tvgirllover43v3r: vanill171Schocked vanill171Rosee vanill171Schocked vanill171Rosee vanill171Rosee
  3. 03:00EMOTES×2.6clip suggested Watch VOD

    18 emote msgs — ×2.6 the average

    • palmtopprincess: hope everyone’s night is going well
    • jewseab00tea: BLINKER CHECKKKK
  4. 06:00EMOTES×2.5clip suggested Watch VOD

    17 emote msgs — ×2.5 the average

    • tvgirllover43v3r: dinkBubu1 dinkBubu2
    • ilovemyluna24: vanill171Elf vanill171Elf vanill171Elf vanill171Elf
  5. 09:00INFLUX×3.9clip suggested Watch VOD

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

    • chaogotchi: @ur_l0v3bug trying to reply to op but @larpcat i would recommend watching all of
    • bladeebreh: vanill171Gulp

Keyword tracker

TOP 14
  • martin832
  • katie797
  • lmao476
  • this358
  • just328
  • that321
  • love264
  • vanilla255
  • watch251
  • streak251
  • like245
  • what237
  • they225
  • streams213

Bot radar

3 FLAGGED
SuspectMsgsScoreConfSignals
nightbot111.00knownknown bot account
streamelements11.00knownknown bot account
sleeperxt140.45mediumrepeated one message ×9 (64% of output)

Emote pulse

TOP 8
  • BratChat180
  • vanill171Schocked143
  • vanill171Rosee121
  • vanill171Chonies117
  • vanill171Littlemonkey82
  • vanill171Ws65
  • vanill171Hiiii50
  • LUL50

Evidence tape

6 MSGS
  • 00:00dylanlovestacossOPENER

    AYYYYEE

  • 02:00tvgirllover43v3rWALL

    vanill171Schocked vanill171Rosee vanill171Schocked vanill171Rosee vanill171Rosee vanill171Schocked vanill171Rosee vanill

  • 07:00MJGETCRACKEDWALL

    vanill171Gun vanill171Gun vanill171Gun vanill171Gun vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill17

  • 13:00nachocheeseamazingWALL

    ITS MY BDAY IN 2 DAYS vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill17

  • 16:00vanillaspetantWALL

    vanill171Littlemonkey vanill171Littlemonkey vanill171Littlemonkey vanill171Littlemonkey vanill171Littlemonkey vanill171L

  • 17:00ari4na___WALL

    vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Sch

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
3
suspects flagged
MSGS 14,618CHATTERS 2812POS 1,408NEG 30TOP KEYWORD “MARTIN” ×832GINI 0.637BOTS 3PEAK ×3.9 @ 9m

vanillamace stream analytics summary

vanillamace's IRL stream "PREPPING KATIE & MARTIN FOR STREAMER GAMES" on Aug 01, 2026 generated 14,618 messages from 2,812 unique chatters (150.7 msgs/min average, peaking at 339/min). Sentiment ran 1,408 positive vs 30 negative, and the top keyword was "martin" (×832). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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