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Viperous - Just Chatting stream analytics - Jul 13, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 13, 2026 · VOD 2818652635

Chat mood & viewers

2,761 MSGS
Positive
383
13.9% of msgs
Negative
19
0.7% of msgs
Neutral
2,359
85.4% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

383 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 237:000.00→0.67Δ+0.67
  • 155:000.00→0.60Δ+0.60
  • 238:000.67→0.14Δ-0.53
  • 161:000.00→0.50Δ+0.50
  • 216:000.00→0.50Δ+0.50
  • 217:000.50→0.00Δ-0.50

Mood regime · per minute

274 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

274 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 30:00EMOTES×4.1clip suggested Watch VOD

    8 emote msgs — ×4.1 the average

    • Aegatron: kaleiSlay
    • sxnderstorm: she’s jus perfect
  2. 30:00SPIKE×4clip suggested Watch VOD

    40 msgs — ×4 the stream average

    • Aegatron: kaleiSlay
    • sxnderstorm: she’s jus perfect
  3. 33:00SPIKE×5.6clip suggested Watch VOD

    56 msgs — ×5.6 the stream average

    • alexispeguero95: OhMyDog OhMyDog
    • xTheChazx: I wish I could go back to only having 19 chat messages lol
  4. 34:00EMOTES×4.6clip suggested Watch VOD

    9 emote msgs — ×4.6 the average

    • Nightbot: viperusJiggy viperusSunder viperusJiggy viperusSunder viperusJiggy viperusSund
    • mk26400: cute Kirby toy
  5. 34:00SPIKE×3.8clip suggested Watch VOD

    38 msgs — ×3.8 the stream average

    • Nightbot: viperusJiggy viperusSunder viperusJiggy viperusSunder viperusJiggy viperusSund
    • mk26400: cute Kirby toy

Keyword tracker

TOP 14
  • that129
  • tier76
  • gifted73
  • just66
  • good64
  • what62
  • have62
  • like61
  • sxnderstorm56
  • this55
  • viperous53
  • your48
  • with48
  • lmao43

Bot radar

2 FLAGGED
SuspectMsgsScoreConfSignals
nightbot321.00knownknown bot account
streamelements141.00knownknown bot account

Emote pulse

TOP 8
  • LUL272
  • viperusSunder102
  • viperusSideeye94
  • viperusW92
  • viperusLover88
  • viperusJump66
  • viperusJammies62
  • viperusKiss156

Evidence tape

6 MSGS
  • 00:00lexmannn11OPENER

    hi

  • 02:00KevjosephPING

    hello @viperous how are you doin

  • 08:00NightbotWALL

    viperusGroovy viperusHypers viperusJammies W support viperusGroovy viperusHypers viperusJammies W support viperusGroovy

  • 34:00NightbotWALL

    viperusJiggy viperusSunder viperusJiggy viperusSunder viperusJiggy viperusSunder viperusJiggy viperusSunder viperusJ

  • 54:00NightbotWALL

    viperusGroovy viperusHypers viperusJammies W support viperusGroovy viperusHypers viperusJammies W support viperusGroovy

  • 67:00watermelonboygPEAK

    heyimr17OM heyimr17OM heyimr17OM heyimr17OM heyimr17OM heyimr17OM heyimr17OM heyimr17OM fellow kirby enjoyer

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
2
suspects flagged
MSGS 2,761CHATTERS 240POS 383NEG 19TOP KEYWORD “THAT” ×129GINI 0.729BOTS 2PEAK ×6.6 @ 67m

Viperous stream analytics summary

Viperous's Just Chatting stream "★ all new alerts - day 3 of grinding ★ let’s hang! ★ !wishlist !sub" on Jul 13, 2026 generated 2,761 messages from 240 unique chatters (10.1 msgs/min average, peaking at 57/min). Sentiment ran 383 positive vs 19 negative, and the top keyword was "that" (×129). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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