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vanillamace — Just Chatting stream analytics — Jul 18, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 18, 2026 · VOD 2822630069

Chat mood & viewers

69,905 MSGS
Positive
4,686
6.7% of msgs
Negative
198
0.3% of msgs
Neutral
65,021
93.0% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,686 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 325:000.03→-0.35Δ-0.38
  • 326:00-0.35→0.03Δ+0.38

Mood regime · per minute

387 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

387 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 02:00EMOTES×5.7clip suggested Watch VOD

    62 emote msgs — ×5.7 the average

    • samihamiltonn: shrek shrek shrek shrek shrek shrek, EVERYBODYYYYY vanill171Littlemonkey vanill1
    • wetland_witch: SHREK RAVE SMOrc
  2. 03:00INFLUX×10.3clip suggested Watch VOD

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

    • magicweez420: VANILLAAAAAA
    • rowbun: HEYYYYYYY
  3. 04:00INFLUX×9.1clip suggested Watch VOD

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

    • emi69696767: so why is there a green dildo on the floor
    • vocaloidtani: HI CHAT IM GETTING READY FOR A PARTY TOOOO
  4. 05:00INFLUX×8.9clip suggested Watch VOD

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

    • kaylacomptonn: shot or no shot chat?
    • darling588: darling588 subscribed with Prime. They've subscribed for 10 months, currently on
  5. 06:00INFLUX×10clip suggested Watch VOD

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

    • kassidizz: heyyyyyyy Evan Hansen
    • spidermanswif3: Hayley get me right pls 😭🙏🏼

Keyword tracker

TOP 14
  • this2,552
  • like2,278
  • that2,084
  • just1,594
  • what1,548
  • vanilla1,383
  • look1,289
  • lmao1,204
  • mama1,154
  • love1,009
  • with928
  • your842
  • lord827
  • shrek823

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot371.00knownknown bot account
mallaryp240.45mediumrepeated one message ×14 (58% of output)
plackyhj180.45mediumrepeated one message ×14 (78% of output)
skinnyrayenano160.45mediumrepeated one message ×9 (56% of output)
mhauatermskr410110.45mediumrepeated one message ×6 (55% of output)
il0v3candy110.45mediumrepeated one message ×8 (73% of output)
kj_unicorn20100.45mediumrepeated one message ×7 (70% of output)
gavram14100.45mediumrepeated one message ×6 (60% of output)
thechillee90.45mediumrepeated one message ×5 (56% of output)
ahhhimok90.45mediumrepeated one message ×8 (89% of output)
lukeboo123380.45mediumrepeated one message ×4 (50% of output)
yourstrulyari80.45mediumrepeated one message ×5 (63% of output)
maddi_99780.45mediumrepeated one message ×7 (88% of output)
lokibum80.45mediumrepeated one message ×4 (50% of output)
anniek152570.45mediumrepeated one message ×4 (57% of output)

Emote pulse

TOP 8
  • vanill171Chonies2,319
  • vanill171Littlemonkey1,687
  • vanill171Schocked1,192
  • vanill171Rosee809
  • DinoDance725
  • vanill171Ws671
  • vanill171Mrstark621
  • caseohDailydoodlestwerk357

Evidence tape

6 MSGS
  • 00:00colliniscoolllOPENER

    ayyy

  • 02:00makolandsWALL

    vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee vanill171Rosee

  • 02:00cripsythecreamiestWALL

    vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Schocked vanill171Sch

  • 03:00melodyfart6741WALL

    vanill171Schocked vanill171Rosee vanill171Rosee vanill171Rosee vanill171Schocked vanill171Schocked vanill171Schocked van

  • 07:00kimmm_chiiPEAK

    THESE PEOPLE ARE LOADED

  • 07:00GlittterFartzPEAK

    GlittterFartz watched 3 consecutive streams and sparked a watch streak!

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
2
mood swings
Bots
15
suspects flagged
MSGS 69,905CHATTERS 9055POS 4,686NEG 198TOP KEYWORD “THIS” ×2552GINI 0.685BOTS 15PEAK ×10.3 @ 3m

vanillamace stream analytics summary

vanillamace's Just Chatting stream "💚GRWM FOR SHREK RAVE💚" on Jul 18, 2026 generated 69,905 messages from 9,055 unique chatters (180.6 msgs/min average, peaking at 676/min). Sentiment ran 4,686 positive vs 198 negative, and the top keyword was "this" (×2552). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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