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Viperous - Just Chatting stream analytics - Jun 28, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jun 28, 2026 · VOD 2807038918

Chat mood & viewers

4,485 MSGS
Positive
716
16.0% of msgs
Negative
60
1.3% of msgs
Neutral
3,709
82.7% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

716 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 217:000.00→1.00Δ+1.00
  • 253:000.00→1.00Δ+1.00
  • 185:000.13→1.00Δ+0.87
  • 254:001.00→0.25Δ-0.75
  • 186:001.00→0.28Δ-0.72
  • 267:000.00→0.67Δ+0.67

Mood regime · per minute

275 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

275 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00EMOTES×8clip suggested Watch VOD

    31 emote msgs — ×8 the average

    • Boipop_LOL: any oilers got sid with a 1k subs viperusSideeye
    • letabarnacc: viperusCrashout
  2. 03:00SPIKE×4.5clip suggested Watch VOD

    73 msgs — ×4.5 the stream average

    • Boipop_LOL: any oilers got sid with a 1k subs viperusSideeye
    • letabarnacc: viperusCrashout
  3. 17:00SPIKE×4.9clip suggested Watch VOD

    80 msgs — ×4.9 the stream average

    • karlleminsk1: Let's gooooooooo viperusRainbow viperusRainbow viperusRainbow viperusRainbow vip
    • xTheChazx: W MILLER!!! brazybecCHUG viperusDrink viperusDrink viperusDrink
  4. 17:00EMOTES×4.7clip suggested Watch VOD

    18 emote msgs — ×4.7 the average

    • karlleminsk1: Let's gooooooooo viperusRainbow viperusRainbow viperusRainbow viperusRainbow vip
    • xTheChazx: W MILLER!!! brazybecCHUG viperusDrink viperusDrink viperusDrink
  5. 20:00EMOTES×5.9clip suggested Watch VOD

    23 emote msgs — ×5.9 the average

    • c00lcat69: stream broken KEKW
    • Alanastasia: viperusRiley viperusRiley viperusRiley

Keyword tracker

TOP 14
  • tier403
  • gifted378
  • stinkin232
  • that204
  • abraham195
  • thank155
  • welcome125
  • love124
  • like114
  • this94
  • with86
  • just82
  • have82
  • good80

Bot radar

5 FLAGGED
SuspectMsgsScoreConfSignals
nightbot551.00knownknown bot account
streamelements131.00knownknown bot account
viperousbidet160.75highrepeated one message ×9 (56% of output) · 8 messages fired <2s apart
sxnderstorm210.55medium15 messages fired <2s apart · 12.6 msgs/min sustained
autobowlo130.55medium11 messages fired <2s apart · 13 msgs/min sustained

Emote pulse

TOP 8
  • viperusW694
  • LUL302
  • viperusKiss1276
  • viperusKiss2276
  • viperusLover204
  • viperusJump198
  • viperusRiley168
  • viperusDJ126

Evidence tape

6 MSGS
  • 00:00earJordnOPENER

    Viperous is now live! Streaming Just Chatting: 🌸 HAPPY SATURDAY 🌸 NEW & best alerts on twitch 🌸 ( !wishlist !alerts

  • 08:00STEAMer_Duck_DGaFPING

    !Hug @Viperous

  • 08:00NightbotPING

    STEAMer_Duck_DGaF has hugged @Viperous

  • 09:00NightbotWALL

    viperusGroovy viperusHypers viperusJammies W support viperusGroovy viperusHypers viperusJammies W support viperusGroovy

  • 14:00mathman1013PING

    Hey @viperousbidet viperusIly

  • 18:00LeodahitmanPING

    @viperous Good Night 🌙

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
5
suspects flagged
MSGS 4,485CHATTERS 279POS 716NEG 60TOP KEYWORD “TIER” ×403GINI 0.772BOTS 5PEAK ×8 @ 3m

Viperous stream analytics summary

Viperous's Just Chatting stream "🌸 HAPPY SATURDAY 🌸 NEW & best alerts on twitch 🌸 ( !wishlist !alerts ) 🌸" on Jun 28, 2026 generated 4,485 messages from 279 unique chatters (16.3 msgs/min average, peaking at 97/min). Sentiment ran 716 positive vs 60 negative, and the top keyword was "tier" (×403). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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