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ilikehaskell - Streamer University stream analytics - Jul 19, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 19, 2026 · VOD 2823620934

Chat mood & viewers

46 MSGS
Positive
3
6.5% of msgs
Negative
1
2.2% of msgs
Neutral
42
91.3% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

3 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

1 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

1 MIN0 PEAKS

Auto-detected moments · clip suggestions

0 DETECTED0 CLIP-WORTHY

    Keyword tracker

    TOP 3
    • neegy10
    • back4
    • haskell4

    Bot radar

    0 FLAGGED
    SuspectMsgsScoreConfSignals

    Emote pulse

    TOP 0

      Evidence tape

      6 MSGS
      • 00:00balright6667OPENER

        yo haskel

      • 00:00fgggg23PEAK

        Bro is backkk

      • 00:00dabestjulioPEAK

        why dis dude spark back up

      • 00:00balright6667PEAK

        sybau neegy

      • 00:00kyrolifttPEAK

        we baccckkkk

      • 00:00liltimmyfortnite7484PEAK

        NOOO HASKELLL

      Moments
      0
      auto-detected
      Clip-worthy
      0
      intensity ≥1.8
      Flips
      0
      mood swings
      Bots
      0
      suspects flagged
      MSGS 46CHATTERS 38POS 3NEG 1TOP KEYWORD “NEEGY” ×10GINI 0.151BOTS 0

      ilikehaskell stream analytics summary

      ilikehaskell's Streamer University stream "🎓DAY 4 AT STREAMER UNIVERSITY!! 🚨 !sub !socials !discord" on Jul 19, 2026 generated 46 messages from 38 unique chatters (46 msgs/min average, peaking at 46/min). Sentiment ran 3 positive vs 1 negative, and the top keyword was "neegy" (×10). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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