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vedal987 - Just Chatting stream analytics - Jul 22, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 22, 2026 · VOD 2826363865

Chat mood & viewers

45,476 MSGS
Positive
4,381
9.6% of msgs
Negative
53
0.1% of msgs
Neutral
41,042
90.2% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,381 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 49:000.010.39Δ+0.38
  • 112:000.020.34Δ+0.32
  • 98:000.000.29Δ+0.29
  • 113:000.340.05Δ-0.29
  • 43:000.000.27Δ+0.27
  • 55:000.010.28Δ+0.27

Mood regime · per minute

121 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

121 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×3.4clip suggested Watch VOD

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

    • BigBuckies: twitch HATES me sadV
    • kurotama_d: Why so late?
  2. 04:00INFLUX×3.3clip suggested Watch VOD

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

    • KisielOrBudyn: impressXdx impressXdx impressXdx impressXdx impressXdx impressXdx
    • fcv_77Theo: yop_au_lait_222 HUGGIES
  3. 05:00INFLUX×2.2clip suggested Watch VOD

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

    • Arctic_01_Ai: vedalCheer vedalCheer vedalCheer
    • Smah45: vedalPiano SPEED
  4. 08:00INFLUX×6.3clip suggested Watch VOD

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

    • Yiyin1724: PauseSama
    • meowpilledd: PauseSama
  5. 09:00INFLUX×2.3clip suggested Watch VOD

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

    • jim_jam_devourer_of_gods: neuroLonelyDance EDM neuroLonelyDance EDM neuroLonelyDance EDM neuroLonelyDance
    • Chroma_Stasis: Chroma_Stasis subscribed at Tier 1. They've subscribed for 23 months, currently

Keyword tracker

TOP 14
  • always5,344
  • cooks5,312
  • twinslam2,362
  • bonedance1,732
  • twindansi1,697
  • talk01,552
  • neurodance1,442
  • lerolero01,420
  • nwero1,365
  • listening1,335
  • ravetime1,157
  • neuro1,037
  • aaaa964
  • holy950

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot531.00knownknown bot account
freddy44861,9950.55medium371 messages fired <2s apart · 17.8 msgs/min sustained
valproh2311,3470.55medium65 messages fired <2s apart · 11.2 msgs/min sustained
raincandy_u59870.55medium16 messages fired <2s apart · 8.4 msgs/min sustained
monomax_wan150.55medium14 messages fired <2s apart · 15 msgs/min sustained
lux_deos110.55medium10 messages fired <2s apart · 11 msgs/min sustained
custus1230.45mediumrepeated one message ×13 (57% of output)
plaguedoctor139200.45mediumrepeated one message ×10 (50% of output)
cho_ko_pay180.45mediumrepeated one message ×9 (50% of output)
getaway_dryver170.45mediumrepeated one message ×11 (65% of output)
pocoryne140.45mediumrepeated one message ×7 (50% of output)
laomacov110.45mediumrepeated one message ×6 (55% of output)
noir_bs80.45mediumrepeated one message ×5 (63% of output)
peraduss80.45mediumrepeated one message ×8 (100% of output)
themysticgalaxia80.45mediumrepeated one message ×4 (50% of output)

Emote pulse

TOP 8
  • neuroLonelyDance8,791
  • pepeKneel5,796
  • vedalCheer5,722
  • vedPls4,954
  • vedalEvilCheer2,942
  • Clap2,743
  • NeuroJAM2,297
  • evilLonelyDance2,147

Evidence tape

6 MSGS
  • 00:00wolfdog410OPENER

    vedalCheer vedalCheer

  • 11:00PotatBotatPING

    ͏🗳@vedal987 started a new poll "Did you like that song, Wind-Up?" ending in 1m

  • 14:00hanahammyWALL

    hanahammy watched 110 consecutive streams and sparked a watch streak! evilCoffee vedalNeuroPls vedalCheer evilCoffee ved

  • 14:00CercyonChronosWALL

    CercyonChronos subscribed at Tier 1. They've subscribed for 22 months, currently on a 22 month streak! evilCoffeeEDMevil

  • 14:00tomatobasilpenneWALL

    neuroLonelyDance EDM laynaSilly tobsBUMPIN EDM neuroLonelyDance EDM neuroLonelyDance EDM laynaSilly tobsBUMPIN EDM neuro

  • 15:00XaendrilWALL

    @Binxington We and Vedal (the developer of Neuro and Evil) mostly agree with that, so all art assets and songs are not t

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
15
suspects flagged
MSGS 45,476CHATTERS 2291POS 4,381NEG 53TOP KEYWORD “ALWAYS” ×5344GINI 0.811BOTS 15PEAK ×6.3 @ 8m

vedal987 stream analytics summary

vedal987's Just Chatting stream "that's right, good job!!! its neuro karaoke wednesday!!!" on Jul 22, 2026 generated 45,476 messages from 2,291 unique chatters (375.8 msgs/min average, peaking at 657/min). Sentiment ran 4,381 positive vs 53 negative, and the top keyword was "always" (×5344). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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