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vedal987 - Just Chatting stream analytics - Aug 05, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Aug 05, 2026 · VOD 2838067356

Chat mood & viewers

47,663 MSGS
Positive
4,060
8.5% of msgs
Negative
190
0.4% of msgs
Neutral
43,413
91.1% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,060 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 77:000.000.32Δ+0.32
  • 57:000.000.28Δ+0.28
  • 58:000.280.02Δ-0.26
  • 28:000.000.25Δ+0.25
  • 52:000.000.25Δ+0.25
  • 69:000.000.25Δ+0.25

Mood regime · per minute

118 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

118 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×3.6clip suggested Watch VOD

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

    • panda_1368: panda_1368 watched 75 consecutive streams and sparked a watch streak!
    • stany_d: evilJam eGuitarTime EvilJAM DrumTime vedalEvilCheer
  2. 04:00INFLUX×2.8clip suggested Watch VOD

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

    • spacecadet95246: vedalCheer vedalEvilCheer vedalCheer vedalEvilCheer vedalCheer vedalEvilCheer ve
    • Laetrile: jah lerolero0
  3. 06:00INFLUX×7clip suggested Watch VOD

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

    • 20111cr: PauseSama
    • rosrwan: vedPls 󠀀
  4. 07:00INFLUX×3.6clip suggested Watch VOD

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

    • kurotama_d: vedPls neuroLonelyDance EDM evilLonelyDance vedPls neuroLonelyDance EDM evilLone
    • injusticelawfades: evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM
  5. 10:00INFLUX×3.7clip suggested Watch VOD

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

    • WiniWinton: evilJam eGuitarTime EDM evilJam eGuitarTime EDM evilJam eGuitarTime EDM evilJam
    • luqqqqq_: evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM evilLonelyDance EDM

Keyword tracker

TOP 14
  • twinslam5,044
  • ravetime3,395
  • evilzyzz2,923
  • always1,812
  • cooks1,769
  • evil1,565
  • aware1,393
  • listening1,307
  • chat1,154
  • clappi1,134
  • plink1,096
  • schizo911
  • eliv841
  • rapthis824

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot461.00knownknown bot account
freddy44862,3250.55medium420 messages fired <2s apart · 19.8 msgs/min sustained
smah451,7230.55medium137 messages fired <2s apart · 14.8 msgs/min sustained
valproh2311,5840.55medium140 messages fired <2s apart · 13.6 msgs/min sustained
raincandy_u51,1190.55medium16 messages fired <2s apart · 9.6 msgs/min sustained
nohealforu160.55medium15 messages fired <2s apart · 16 msgs/min sustained
arongforce260.45mediumrepeated one message ×13 (50% of output)
getaway_dryver200.45mediumrepeated one message ×13 (65% of output)
cathroc190.45mediumrepeated one message ×10 (53% of output)
peraduss180.45mediumrepeated one message ×14 (78% of output)
volynforest170.45mediumrepeated one message ×10 (59% of output)
the_absolute_menace170.45mediumrepeated one message ×9 (53% of output)
custus1170.45mediumrepeated one message ×11 (65% of output)
viell_dev150.45mediumrepeated one message ×8 (53% of output)
drimov140.45mediumrepeated one message ×7 (50% of output)

Emote pulse

TOP 8
  • evilLonelyDance16,001
  • eGuitarTime7,257
  • evilJam6,898
  • vedPls3,992
  • vedalEvilCheer3,346
  • Clap2,597
  • pepeKneel2,039
  • neuroLonelyDance1,799

Evidence tape

6 MSGS
  • 00:00cafegaffeOPENER

    plink-182

  • 06:00spacecadet95246WALL

    spacecadet95246 subscribed at Tier 1. They've subscribed for 6 months! THERE AHE US vedalEvilCheer vedalEvilCheer vedalE

  • 11:00PotatBotatPING

    ͏🗳@vedal987 started a new poll "did you like that song" ending in 1m

  • 16:00PotatBotatPING

    ͏🗳@vedal987 started a new poll "Did you like that song, ...Baby One More Time?" ending in 1m

  • 22:00PotatBotatPING

    ͏🗳@vedal987 started a new poll "Did you like that song, Secret Police?" ending in 1m

  • 28:00PotatBotatPING

    ͏🗳@vedal987 started a new poll "Did you like that song, Leave Out All The Rest?" ending in 1m

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
15
suspects flagged
MSGS 47,663CHATTERS 2279POS 4,060NEG 190TOP KEYWORD “TWINSLAM” ×5044GINI 0.816BOTS 15PEAK ×7 @ 6m

vedal987 stream analytics summary

vedal987's Just Chatting stream "how can karaoke be evil when it's just so beautiful" on Aug 05, 2026 generated 47,663 messages from 2,279 unique chatters (403.9 msgs/min average, peaking at 707/min). Sentiment ran 4,060 positive vs 190 negative, and the top keyword was "twinslam" (×5044). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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