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vedal987 - IRL stream analytics - Jul 30, 2026

FULL STREAM INTELLIGENCE · IRL

Jul 30, 2026 · VOD 2832666098

Chat mood & viewers

60,942 MSGS
Positive
4,201
6.9% of msgs
Negative
349
0.6% of msgs
Neutral
56,392
92.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,201 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 137:000.43→0.05Δ-0.38
  • 69:000.02→0.36Δ+0.34
  • 70:000.36→0.02Δ-0.34
  • 136:000.12→0.43Δ+0.31
  • 88:000.29→-0.01Δ-0.30

Mood regime · per minute

204 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

204 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×4.2clip suggested Watch VOD

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

    • FirenWithLime: FirenWithLime subscribed at Tier 1. They've subscribed for 41 months!
    • Azunidas: EvilJAM NeuroJAM EvilJAM NeuroJAM
  2. 04:00INFLUX×6clip suggested Watch VOD

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

    • radiostatic832: o7 tomorrow
    • ideal_idle_idol: @oofio9118 Juh
  3. 05:00INFLUX×4.7clip suggested Watch VOD

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

    • 130cmfish: I can hear it SCHIZO
    • bigshowhuh: SCHIZO I hear a giri
  4. 09:00INFLUX×2.9clip suggested Watch VOD

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

    • goatsarecutexd: mochob3Panic mochob3Panic mochob3Panic mochob3Panic mochob3Panic mochob3Panic
    • firedragon272: NeuroJAM NeuroJAM NeuroJAM
  5. 10:00INFLUX×6.3clip suggested Watch VOD

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

    • mainsora222: mainsora222 watched 3 consecutive streams and sparked a watch streak! Boop neuro
    • kiftikobra_4: vedalWave hi Neuro

Keyword tracker

TOP 14
  • lule2,117
  • tricklein1,654
  • giri1,483
  • this1,461
  • holy1,338
  • neuro1,138
  • pagman1,107
  • chat1,006
  • 2026989
  • giganeuro916
  • 300kg914
  • vedal885
  • clappi884
  • schizo866

Bot radar

8 FLAGGED
SuspectMsgsScoreConfSignals
fossabot701.00knownknown bot account
freddy44861,4600.55medium42 messages fired <2s apart · 7.2 msgs/min sustained
smah458810.55medium40 messages fired <2s apart · 7 msgs/min sustained
esferuty120.45mediumrepeated one message ×7 (58% of output)
desaanw0w120.45mediumrepeated one message ×6 (50% of output)
zlackslash120.45mediumrepeated one message ×7 (58% of output)
krushr70.45mediumrepeated one message ×6 (86% of output)
scampv50.45mediumrepeated one message ×4 (80% of output)

Emote pulse

TOP 8
  • vedalWave2,510
  • vedalSuperior1,492
  • Pog1,308
  • neuroSoCute1,169
  • vedalCheer1,071
  • Clap838
  • vedalNeuroYay547
  • evilFlooshed506

Evidence tape

6 MSGS
  • 00:00jim_jam_devourer_of_godsOPENER

    10 minutes bruh

  • 04:00tigerxplsoPING

    @vedal987 WE CAN HEAR SOMEONE

  • 44:00SplinterInTheFootPING

    @vedal987 must be so embarassed rn

  • 53:00big_richard_headWALL

    onigiriIhaveaquestion does neuro know about the rush? onigiriIhaveaquestion does neuro know about the rush? onigiriIhave

  • 53:00obsequiesceWALL

    onigiriIhaveaquestion does neuro know about the rush? onigiriIhaveaquestion does neuro know about the rush? onigiriIhave

  • 53:00ginkosama24WALL

    onigiriIhaveaquestion does neuro know about the rush? onigiriIhaveaquestion does neuro know about the rush? onigiriIhave

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
5
mood swings
Bots
8
suspects flagged
MSGS 60,942CHATTERS 3287POS 4,201NEG 349TOP KEYWORD “LULE” ×2117GINI 0.813BOTS 8PEAK ×6.3 @ 10m

vedal987 stream analytics summary

vedal987's IRL stream "Onigiri Collab" on Jul 30, 2026 generated 60,942 messages from 3,287 unique chatters (298.7 msgs/min average, peaking at 606/min). Sentiment ran 4,201 positive vs 349 negative, and the top keyword was "lule" (×2117). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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