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vanillamace — IRL stream analytics — Jul 19, 2026

FULL STREAM INTELLIGENCE · IRL

Jul 19, 2026 · VOD 2824141677

Chat mood & viewers

28,473 MSGS
Positive
2,805
9.9% of msgs
Negative
34
0.1% of msgs
Neutral
25,634
90.0% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,805 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

74 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

74 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 19:00INFLUX×2.9clip suggested Watch VOD

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

    • itzlolly07: vanill171Chonies vanill171Chonies vanill171Chonies vanill171Chonies vanill171Cho
    • Danzca: HI VLOG!!!
  2. 29:00INFLUX×2.3clip suggested Watch VOD

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

    • StailloGaming: hi chat, hi vanilla, hi mods!! vanill171Hiiii vanill171Littlemonkey vanill171Cho
    • sin2winprentiss: FOLLOOOOOOWWWWW
  3. 36:00EMOTES×2clip suggested Watch VOD

    73 emote msgs — ×2 the average

    • bluehourtime69: HIII AGAIN VLOGGG
    • JellybeanKris: chicken breath
  4. 37:00EMOTES×2.4clip suggested Watch VOD

    87 emote msgs — ×2.4 the average

    • gloomypeachh: Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Cheer1 Che
    • kimmnotfound07: CONGRATULATIONS
  5. 41:00EMOTES×4.8clip suggested Watch VOD

    175 emote msgs — ×4.8 the average

    • itznotbugs: NOT THE ADDD
    • Lunachaii: wiiiiiieeeeeeå

Keyword tracker

TOP 14
  • love1,247
  • mama1,057
  • that675
  • vanilla641
  • your526
  • this484
  • here481
  • congrats458
  • happy432
  • what425
  • subscribed424
  • just417
  • lmao411
  • pool394

Bot radar

11 FLAGGED
SuspectMsgsScoreConfSignals
nightbot81.00knownknown bot account
streamelements11.00knownknown bot account
xgloryy_190.45mediumrepeated one message ×11 (58% of output)
barelymexican11150.45mediumrepeated one message ×9 (60% of output)
ar1x4j130.45mediumrepeated one message ×9 (69% of output)
viv10er90.45mediumrepeated one message ×5 (56% of output)
madicynrose14980.45mediumrepeated one message ×4 (50% of output)
jraineyart80.45mediumrepeated one message ×5 (63% of output)
jay_b0770.45mediumrepeated one message ×4 (57% of output)
lunrstr70.45mediumrepeated one message ×6 (86% of output)
conchal0va50.45mediumrepeated one message ×4 (80% of output)

Emote pulse

TOP 8
  • vanill171Luvu1,785
  • vanill171Chonies664
  • vanill171Schocked611
  • vanill171Luv590
  • vanill171Mrstark570
  • vanill171Ws547
  • vanill171Rosee468
  • vanill171NYE456

Evidence tape

6 MSGS
  • 00:00dotteddarwiOPENER

    hi mama

  • 10:00veeelatedWALL

    vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Sch

  • 35:00taekwondom23WALL

    vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee

  • 39:00NonbiniariPEAK

    vanill171NYE vanill171NYE vanill171NYE vanill171NYE vanill171NYE vanill171Hype vanill171Hype

  • 39:00cheekymonkeyy666PEAK

    vanill171Ws vanill171Ws vanill171Ws vanill171Ws

  • 39:00soly_maarihPEAK

    AAAAAYYYYYEEEEEEEEEEEEEE AAAA ILYYYYYYYYY

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
11
suspects flagged
MSGS 28,473CHATTERS 5528POS 2,805NEG 34TOP KEYWORD “LOVE” ×1247GINI 0.593BOTS 11PEAK ×5.9 @ 42m

vanillamace stream analytics summary

vanillamace's IRL stream "LIVE UNTIL I HIT 1M! ON MINI VACATION" on Jul 19, 2026 generated 28,473 messages from 5,528 unique chatters (384.8 msgs/min average, peaking at 660/min). Sentiment ran 2,805 positive vs 34 negative, and the top keyword was "love" (×1247). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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