vanillamace - Just Chatting stream analytics - Jul 25, 2026
FULL STREAM INTELLIGENCE · Just Chatting
Jul 25, 2026 · VOD 2828348120
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 232:000.29→0.03Δ-0.26
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
58 emote msgs — ×4.4 the average
- sarahj______: ive been waiting
- ashesofbilly_fan: I shaved for this 😏
221 first-time chatters in one minute (raid-like influx)
- Cryinrj05: vanillllaaaaaa
- ratedgforgirly: where the gays at though
253 first-time chatters in one minute (raid-like influx)
- yuriconsumer_: BADDIEEEE
- b4ckr00ms4n1ty: You look great!
197 first-time chatters in one minute (raid-like influx)
- emm4g13: you’re so beautiful i love you
- jordanlexii: looking GORG today queen
143 first-time chatters in one minute (raid-like influx)
- eliiweliii: THE RINGSSSSSS
- kerrianas: VANILLA WHATS A OSCS PARTY
Keyword tracker
- that2,106
- this1,924
- mama1,863
- what1,360
- lmao1,308
- love1,291
- your1,288
- like1,258
- just1,226
- vanilla1,211
- look1,074
- girl952
- with901
- have900
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 17 | 1.00 | known | known bot account |
| streamelements | 1 | 1.00 | known | known bot account |
| xcrystal_oasisx | 18 | 0.45 | medium | repeated one message ×9 (50% of output) |
| backuplam | 18 | 0.45 | medium | repeated one message ×14 (78% of output) |
| archietheslushy | 17 | 0.45 | medium | repeated one message ×10 (59% of output) |
| x0x0pr1nc3zz | 14 | 0.45 | medium | repeated one message ×9 (64% of output) |
| stranger_swift13 | 11 | 0.45 | medium | repeated one message ×10 (91% of output) |
| ohjellyfishers | 10 | 0.45 | medium | repeated one message ×6 (60% of output) |
| adinditmore | 10 | 0.45 | medium | repeated one message ×7 (70% of output) |
| kaylad2 | 10 | 0.45 | medium | repeated one message ×8 (80% of output) |
| violent_aubrey | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| shayneparks | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| magicalgirl1045 | 8 | 0.45 | medium | repeated one message ×7 (88% of output) |
| elleryrs | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| caleb20938 | 7 | 0.45 | medium | repeated one message ×6 (86% of output) |
Emote pulse
- vanill171Chonies2,626
- vanill171Littlemonkey1,736
- DinoDance800
- vanill171Schocked770
- vanill171Rosee533
- vanill171Ws385
- vanill171Luvu356
- LUL294
Evidence tape
- 00:00sortofunpleasantOPENER
hey vanilla
- 28:00tsunamiiMamii_PING
where do you get your wigs? @vanillamace
- 30:00tsunamiiMamii_PING
do you care for Celebrity makeup? @vanillamace
- 39:00chewymorselPING
@vanillamace not sure you will see this, but i just want to say. thank you for making me feel so much more confident in
- 39:00ceeloweeloPING
@vanillamace MAMA DID YOU SEE STREAMER GAMES LINEUP
- 40:00itsnotmmisoo00PING
@vanillamace When u was tryna make the octopus swim for the last time before you ate it
vanillamace stream analytics summary
vanillamace's Just Chatting stream "ONE MILLION FOLLOWER DATE + OSCS PARTY" on Jul 25, 2026 generated 63,527 messages from 8,349 unique chatters (197.3 msgs/min average, peaking at 574/min). Sentiment ran 5,066 positive vs 87 negative, and the top keyword was "that" (×2106). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.