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vanillamace - IRL stream analytics - Aug 04, 2026

FULL STREAM INTELLIGENCE · IRL

Aug 04, 2026 · VOD 2837449008

Chat mood & viewers

63,295 MSGS
Positive
4,715
7.4% of msgs
Negative
136
0.2% of msgs
Neutral
58,444
92.3% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,715 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 206:000.280.02Δ-0.26

Mood regime · per minute

370 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

370 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 02:00EMOTES×5.3clip suggested Watch VOD

    54 emote msgs — ×5.3 the average

    • chobyandpizza: VANILLAAAAAAAAAAA
    • gotta_luv_val: gotta_luv_val subscribed with Prime. They've subscribed for 3 months, currently
  2. 03:00INFLUX×5.7clip suggested Watch VOD

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

    • oliviasiphone: I love watching her dance
    • vanillasleftfoot: vanill171Gun vanill171Gun vanill171Gun vanill171Gun
  3. 04:00INFLUX×10.8clip suggested Watch VOD

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

    • imhannahnotana: hiiiii yuhhh
    • maiaa___1: maam yas maam!!
  4. 16:00INFLUX×5.3clip suggested Watch VOD

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

    • bapplemention: flashbacks
    • angelinamxriee: oh um thats not-
  5. 73:00INFLUX×5.3clip suggested Watch VOD

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

    • fuzzycatpaws: mamma I wanna do pole lessons any tips?
    • cl0eyyyy: I WANT A BURGER

Keyword tracker

TOP 14
  • that2,134
  • this1,546
  • what1,469
  • like1,249
  • just1,233
  • lmao1,218
  • mama1,204
  • love1,108
  • subscribed1,089
  • girl1,064
  • your1,053
  • vanilla1,051
  • with1,014
  • have946

Bot radar

13 FLAGGED
SuspectMsgsScoreConfSignals
nightbot411.00knownknown bot account
streamelements11.00knownknown bot account
ilovecookiecake150.45mediumrepeated one message ×8 (53% of output)
linalinaww120.45mediumrepeated one message ×12 (100% of output)
itmeannabanana120.45mediumrepeated one message ×7 (58% of output)
kail_morgan110.45mediumrepeated one message ×8 (73% of output)
15michellea110.45mediumrepeated one message ×10 (91% of output)
i_like_2_write80.45mediumrepeated one message ×7 (88% of output)
assballstits70.45mediumrepeated one message ×4 (57% of output)
razrqindi60.45mediumrepeated one message ×5 (83% of output)
eizdz50.45mediumrepeated one message ×5 (100% of output)
harpsing650.45mediumrepeated one message ×5 (100% of output)
nicolettelillee50.45mediumrepeated one message ×4 (80% of output)

Emote pulse

TOP 8
  • vanill171Chonies1,260
  • vanill171Littlemonkey984
  • vanill171Schocked712
  • vanill171Mrstark619
  • vanill171Rosee403
  • DinoDance332
  • <3281
  • vanill171Ws249

Evidence tape

6 MSGS
  • 00:00bonitaelisiaOPENER

    i’ll wait for you 😉

  • 00:00glimmeringglowPING

    @vanillamace I saw it twice but the screen has said the broadcast ended this whole time

  • 07:00adamvampirWALL

    vanill171Screaming vanill171Wut vanill171Screaming vanill171Wut vanill171Screaming vanill171Wut vanill171Screaming vanil

  • 18:00Gavram14WALL

    vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Sch

  • 23:00Booty_ThangPING

    I want to see you play Animal Hospital Anomoly @vanillamace on Roblox. Such a fun game!!

  • 30:00analisse717WALL

    vanill171Wut vanill171Schocked vanill171Rosee vanill171Gulp vanill171Cinnaa vanill171Chonies vanill171Hype vanill171Stre

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
1
mood swings
Bots
13
suspects flagged
MSGS 63,295CHATTERS 8292POS 4,715NEG 136TOP KEYWORD “THAT” ×2134GINI 0.683BOTS 13PEAK ×12.1 @ 219m

vanillamace stream analytics summary

vanillamace's IRL stream "CHATTING IN THE CAR + TEACHING CINNA HOW TO POLE DANCE" on Aug 04, 2026 generated 63,295 messages from 8,292 unique chatters (171.1 msgs/min average, peaking at 606/min). Sentiment ran 4,715 positive vs 136 negative, and the top keyword was "that" (×2134). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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