wardrobewinter - Streamer University stream analytics - Jul 18, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2822645127
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
no >0.25 swings detected
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
163 first-time chatters in one minute (raid-like influx)
- jkjjhggggbbjjj: Omgg yesss
- psalmxlviv: 🔥🔥🔥🔥🔥🔥
36 emote msgs — ×6.9 the average
- shweatylez: BLITZO NOT LIZZOOO
- mazzabluff_: is that siebe?
41 emote msgs — ×7.9 the average
- aaron67bored: @alwaysbriellee eww🤢
- maddiee0523: it ended?
65 emote msgs — ×12.5 the average
- TkayySZN: wardrobGG_TK
- lisaadn12404: StreamerU2026 StreamerU2026 StreamerU2026
62 emote msgs — ×12 the average
- chavsjsugbsjjhsbbs: can someone gift me please
- ellatwitch3496: lizzo back
Keyword tracker
- wardrobe6,651
- yall5,213
- that4,497
- what4,174
- they4,044
- this3,426
- just2,836
- like2,520
- with1,654
- girl1,608
- where1,592
- need1,333
- there1,326
- your1,307
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 581 | 1.00 | known | known bot account |
| streamelements | 125 | 1.00 | known | known bot account |
| shanekaiz | 57 | 0.55 | medium | 12 messages fired <2s apart · 20.6 msgs/min sustained |
| mwahitslyn | 50 | 0.55 | medium | 12 messages fired <2s apart · 8.3 msgs/min sustained |
| chopstickkkkkkk | 28 | 0.55 | medium | 4 messages fired <2s apart · 8.1 msgs/min sustained |
| iamshetheone | 23 | 0.55 | medium | 5 messages fired <2s apart · 14.1 msgs/min sustained |
| itsxjuliana24 | 23 | 0.55 | medium | 4 messages fired <2s apart · 13.9 msgs/min sustained |
| vonnisdagoat | 21 | 0.55 | medium | 9 messages fired <2s apart · 6.3 msgs/min sustained |
| swftive | 21 | 0.55 | medium | 5 messages fired <2s apart · 9.5 msgs/min sustained |
| vaehs_diaryy | 20 | 0.55 | medium | 3 messages fired <2s apart · 15.8 msgs/min sustained |
| mhmitme | 19 | 0.55 | medium | 3 messages fired <2s apart · 7 msgs/min sustained |
| kaevion_133 | 18 | 0.55 | medium | 10 messages fired <2s apart · 18 msgs/min sustained |
| 1uhdale | 18 | 0.55 | medium | 8 messages fired <2s apart · 14.6 msgs/min sustained |
| nuggget0 | 18 | 0.55 | medium | 4 messages fired <2s apart · 12.3 msgs/min sustained |
| thatguy11234543 | 16 | 0.55 | medium | 5 messages fired <2s apart · 12.6 msgs/min sustained |
Emote pulse
- StreamerU20268,224
- wardrobGG2,332
- SipTime1,301
- PogChamp1,140
- TwitchConHYPE1,045
- Squid2970
- BratChat708
- WeDidThat613
Evidence tape
- 00:00xbuterabeautyxOPENER
sandy
- 03:00kendrickodom13WALL
🐏🐏🐏🐏😛😛😛🫢😛🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢🫢😢😢😢🎉😢🎉🐏🐏🐏🐏🐏🐏🐏🐏🐏🐏🐏🐏🎊🎊🎊🐏🐏🐏🔥🔥🫢🐭
- 56:00tristan__tougardPING
ILY WARDROBE @wardrobewinter
- 57:00wardrobewintPING
@wardrobewinter you guys will be fine
- 98:00jaleiiya13PEAK
damn wardrobe ion think yall winning
- 98:00addyyyyyyyybaddyPEAK
VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea VoteYea
wardrobewinter stream analytics summary
wardrobewinter's Streamer University stream "PICTURE DAY 🎉 STREAMER UNIVERSITY 🎉 DAY 3 🎉 FOLLOW & SUBSCRIBE" on Jul 18, 2026 generated 200,481 messages from 26,894 unique chatters (166.4 msgs/min average, peaking at 630/min). Sentiment ran 6,038 positive vs 770 negative, and the top keyword was "wardrobe" (×6651). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.