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ViperousJust Chatting stream analytics — Jul 14, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 14, 2026 · VOD 2820187888

Chat mood & viewers

3,342 MSGS
Positive
558
16.7% of msgs
Negative
10
0.3% of msgs
Neutral
2,774
83.0% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

558 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 124:000.670.00Δ-0.67
  • 163:000.000.67Δ+0.67
  • 105:000.000.50Δ+0.50
  • 106:000.500.00Δ-0.50
  • 165:000.500.00Δ-0.50
  • 84:000.000.43Δ+0.43

Mood regime · per minute

271 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

271 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 10:00EMOTES×14.9clip suggested Watch VOD

    39 emote msgs — ×14.9 the average

    • ChanceReed: everyone I know in st pete or brandenton
    • xTheChazx: Hi chicken viperusWiggle
  2. 11:00EMOTES×6.1clip suggested Watch VOD

    16 emote msgs — ×6.1 the average

    • MatchaHorchata: viperusW viperusW viperusW viperusW viperusW viperusW
    • papasmeag: @xTheChazx I said you told me her and I live near eachother
  3. 27:00EMOTES×5.4clip suggested Watch VOD

    14 emote msgs — ×5.4 the average

    • FanticNoah: HOLY SANDER DADDY
    • alfiee87: viperusSunder viperusSunder viperusSunder viperusSunder viperusSunder viperusSun
  4. 43:00EMOTES×5.7clip suggested Watch VOD

    15 emote msgs — ×5.7 the average

    • CDurbin74: Sup Becca
    • watermelonboyg: mine mousepad is to good can have it for yearsssss
  5. 56:00INFLUX×9clip suggested Watch VOD

    9 first-time chatters in one minute (raid-like influx)

    • connasty69: put a mechanical bull
    • papasmeag: @xTheChazx viperusJump viperusJump viperusJump viperusJump viperusJump

Keyword tracker

TOP 14
  • gifted316
  • tier312
  • thank133
  • that130
  • welcome129
  • just71
  • ipsytheguyi70
  • love69
  • have69
  • good65
  • your65
  • lunatics64
  • incoming64
  • like63

Bot radar

4 FLAGGED
SuspectMsgsScoreConfSignals
nightbot531.00knownknown bot account
streamelements131.00knownknown bot account
thecheet619180.55medium15 messages fired <2s apart · 6.8 msgs/min sustained
lost05210.45mediumrepeated one message ×11 (52% of output)

Emote pulse

TOP 8
  • viperusW372
  • viperusKiss1234
  • viperusKiss2232
  • viperusSideeye178
  • hslunaRaid144
  • hslunaTeehee144
  • viperusLover135
  • viperusSunder126

Evidence tape

6 MSGS
  • 00:00earJordnOPENER

    Viperous is now live! Streaming Just Chatting: ★ day 5 of grinding ★ bday stream in two weeks --> ★ !wishlist !sub Pog

  • 01:00wolfmillionairePING

    @viperous hiiiiii

  • 01:00brandontraphardPING

    !hug @viperous

  • 01:00NightbotPING

    brandontraphard has hugged @viperous

  • 25:00julesofsparklePING

    @viperous hi Sid! Hope you’re feeling good. I love your braids and baseball cap

  • 30:00earJordnPING

    @Viperous Viperous has 2147812247 grams of Fentanyl and is rank 1/22706 on the leaderboard.

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
4
suspects flagged
MSGS 3,342CHATTERS 272POS 558NEG 10TOP KEYWORD “GIFTED” ×316GINI 0.764BOTS 4PEAK ×14.9 @ 10m

Viperous stream analytics summary

Viperous's Just Chatting stream "★ day 5 of grinding ★ bday stream in two weeks --> ★ !wishlist !sub" on Jul 14, 2026 generated 3,342 messages from 272 unique chatters (12.3 msgs/min average, peaking at 66/min). Sentiment ran 558 positive vs 10 negative, and the top keyword was "gifted" (×316). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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