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wardrobewinter - Streamer University stream analytics - Jul 16, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 16, 2026 · VOD 2821012136

Chat mood & viewers

5,709 MSGS
Positive
166
2.9% of msgs
Negative
26
0.5% of msgs
Neutral
5,517
96.6% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

166 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

22 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

22 MIN4 PEAKS

Auto-detected moments · clip suggestions

11 DETECTED7 CLIP-WORTHY
  1. 01:00EMOTES×4.1clip suggested Watch VOD

    161 emote msgs — ×4.1 the average

    • myaslimeto: CONGRATULATIONSSSSS
    • hahah03_: 🫶🏾🫶🏾🫶🏾🫶🏾
  2. 01:00SPIKE×2.1clip suggested Watch VOD

    533 msgs — ×2.1 the stream average

    • myaslimeto: CONGRATULATIONSSSSS
    • hahah03_: 🫶🏾🫶🏾🫶🏾🫶🏾
  3. 02:00EMOTES×6clip suggested Watch VOD

    235 emote msgs — ×6 the average

    • taylorrrr10: StreamerU2026 StreamerU2026 StreamerU2026
    • shtpopper: let’s goooooooooo
  4. 02:00SPIKE×2.3clip suggested Watch VOD

    588 msgs — ×2.3 the stream average

    • taylorrrr10: StreamerU2026 StreamerU2026 StreamerU2026
    • shtpopper: let’s goooooooooo
  5. 03:00EMOTES×6.1clip suggested Watch VOD

    239 emote msgs — ×6.1 the average

    • moliviaaboo: what’s going on?
    • just_j3nnyhere: maccdaBrainbreak2 maccdaBrainbreak2

Keyword tracker

TOP 14
  • phone556
  • wardrobe292
  • mink181
  • subscribed172
  • lagging159
  • just113
  • gave104
  • what86
  • copy85
  • paste85
  • skai82
  • this81
  • tier77
  • with71

Bot radar

5 FLAGGED
SuspectMsgsScoreConfSignals
fossabot941.00knownknown bot account
streamelements11.00knownknown bot account
nooneordinary150.55medium5 messages fired <2s apart · 6.7 msgs/min sustained
savoqqq140.45mediumrepeated one message ×9 (64% of output)
madmen21960.45mediumrepeated one message ×4 (67% of output)

Emote pulse

TOP 8
  • StreamerU20263,415
  • PogChamp182
  • SipTime66
  • BratChat66
  • wardrobGG48
  • TwitchConHYPE27
  • SUBtember25
  • PewPewPew17

Evidence tape

6 MSGS
  • 00:00splts101OPENER

    ayyyyyy

  • 01:00eldog498WALL

    StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 Streamer

  • 03:00moliviaabooPEAK

    what’s going on?

  • 03:00just_j3nnyherePEAK

    maccdaBrainbreak2 maccdaBrainbreak2

  • 03:00hellotheir1230PEAK

    heyyyyyyyyyyyyyyy

  • 03:00idkifthisazaleabooPEAK

    StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026 StreamerU2026

Moments
11
auto-detected
Clip-worthy
7
intensity ≥1.8
Flips
0
mood swings
Bots
5
suspects flagged
MSGS 5,709CHATTERS 2526POS 166NEG 26TOP KEYWORD “PHONE” ×556GINI 0.437BOTS 5PEAK ×6.1 @ 3m

wardrobewinter stream analytics summary

wardrobewinter's Streamer University stream "🟢 WARDROBE TAKING OVER STREAMER UNIVERSITY 🟢 DAY 1 🟢 JOIN UP QUICK 🟢" on Jul 16, 2026 generated 5,709 messages from 2,526 unique chatters (259.5 msgs/min average, peaking at 611/min). Sentiment ran 166 positive vs 26 negative, and the top keyword was "phone" (×556). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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