wardrobewinter - Streamer University stream analytics - Jul 18, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823316107
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 1580:000.00→0.28Δ+0.28
- 767:000.25→0.00Δ-0.25
- 966:000.00→0.25Δ+0.25
- 967:000.25→0.00Δ-0.25
- 1494:000.05→0.30Δ+0.25
- 1581:000.28→0.03Δ-0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
138 first-time chatters in one minute (raid-like influx)
- Tunesskii: LAGGGGGGGGGGGGYYYYYYYY
- jashayla029: Shoes shoes shoes shoes shoes shoes shoes Shoes shoes shoes shoes shoes shoes sh
47 emote msgs — ×14.3 the average
- khiruxx: why the screen black
- liyahchasemoney: omg dis lag
26 emote msgs — ×7.9 the average
- sxlentjai: THEY NEED TO FIND YOUR SHIRT WTF
- bxbrie_x: where’s your shoes??
147 first-time chatters in one minute (raid-like influx)
- xo_odalis15: where he going bruhhhhh
- mrsgaulden1: MAX CAME OUTTTTT??????}
138 first-time chatters in one minute (raid-like influx)
- faeniicole: HES NOT BEING A PERSON??? BUT YOU WAS JUST DEGRADING SOMEBODY
- jadakeene5: he weird weird
Keyword tracker
- wardrobe10,825
- yall6,477
- that5,895
- they5,884
- what5,094
- this4,329
- just3,729
- like3,315
- where3,125
- penny2,808
- love2,703
- with2,671
- your2,108
- girl2,087
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 582 | 1.00 | known | known bot account |
| streamelements | 156 | 1.00 | known | known bot account |
| itsihnk | 24 | 0.75 | high | repeated one message ×13 (54% of output) · 14 messages fired <2s apart |
| rxzzlive | 8 | 0.75 | high | repeated one message ×5 (63% of output) · 6 messages fired <2s apart |
| xavierterborg1 | 46 | 0.55 | medium | 8 messages fired <2s apart · 19.6 msgs/min sustained |
| goofygoober70002 | 43 | 0.55 | medium | 5 messages fired <2s apart · 8.4 msgs/min sustained |
| vezziooo | 22 | 0.55 | medium | 17 messages fired <2s apart · 6.1 msgs/min sustained |
| shay2funnyyyyy | 18 | 0.55 | medium | 5 messages fired <2s apart · 9.5 msgs/min sustained |
| saucysantana745 | 16 | 0.55 | medium | 14 messages fired <2s apart · 16 msgs/min sustained |
| hasanabi | 15 | 0.55 | medium | 13 messages fired <2s apart · 15 msgs/min sustained |
| caliharrison | 14 | 0.55 | medium | 3 messages fired <2s apart · 11.5 msgs/min sustained |
| ami209qw | 14 | 0.55 | medium | 4 messages fired <2s apart · 11.4 msgs/min sustained |
| queenis12 | 13 | 0.55 | medium | 3 messages fired <2s apart · 13 msgs/min sustained |
| melimelooo05 | 12 | 0.55 | medium | 3 messages fired <2s apart · 9.4 msgs/min sustained |
| isam12120 | 12 | 0.55 | medium | 3 messages fired <2s apart · 12 msgs/min sustained |
Emote pulse
- StreamerU20265,815
- wardrobGG2,632
- PogChamp1,264
- plaqueboyLogo2966
- SipTime881
- <3617
- TwitchUnity518
- plaqueboyLogo482
Evidence tape
- 00:00jay1278jayOPENER
hiiiiii
- 06:00knylahhhhWALL
wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG wardrobGG
- 62:00noahishim120412PING
switch to Kai @wardrobewinter
- 163:00a_mainz24WALL
ResidentSleeper ResidentSleeper ResidentSleeper ResidentSleeper ResidentSleeper ResidentSleeper ResidentSleeper Resident
- 212:00turntdavidPING
wya @wardrobewinter
- 265:00king_67__WALL
MAX WHERE IS WARDROBE WE ONLY WANT ANSWERSS🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟🍟�
wardrobewinter stream analytics summary
wardrobewinter's Streamer University stream "HOMECOMING TODAY 🏫 STREAMER UNIVERSITY 🏫 DAY 4 🏫 FOLLOW & SUBSCRIBE 🏫" on Jul 18, 2026 generated 219,440 messages from 29,323 unique chatters (132.3 msgs/min average, peaking at 715/min). Sentiment ran 11,125 positive vs 793 negative, and the top keyword was "wardrobe" (×10825). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.