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Arky — Just Chatting stream analytics — Jul 15, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 15, 2026 · VOD 2820284522

Chat mood & viewers

57,707 MSGS
Positive
4,507
7.8% of msgs
Negative
191
0.3% of msgs
Neutral
53,009
91.9% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

4,507 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 25:000.32→0.02Δ-0.30
  • 212:000.05→0.34Δ+0.29
  • 24:000.04→0.32Δ+0.28
  • 187:000.14→0.42Δ+0.28
  • 214:000.26→0.01Δ-0.25

Mood regime · per minute

357 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

357 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×5clip suggested Watch VOD

    47 emote msgs — ×5 the average

    • liljoseph42: arkyszN arkyszN arkyszN arkyszN
    • s_preyy: WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW
  2. 02:00EMOTES×5.3clip suggested Watch VOD

    50 emote msgs — ×5.3 the average

    • emdi__: WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK WW ARK
    • ncateyes: WW ARK WW ARK WW ARK
  3. 04:00INFLUX×7.5clip suggested Watch VOD

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

    • takashi4thewin: ight im gonw whoever did that fuck you and spain
    • koiivs2x: HOLD HOLD HOLD
  4. 07:00EMOTES×10.3clip suggested Watch VOD

    97 emote msgs — ×10.3 the average

    • clairoxfan: WW ARK tas32 WW ARK tas32 WW ARK tas32
    • shkinnn: WW ARK WW ARK WW ARK WW ARK WW ARK
  5. 08:00EMOTES×13.9clip suggested Watch VOD

    130 emote msgs — ×13.9 the average

    • emantheking17: WWWWWW ARK WWWWWW ARK WWWWWW ARK WWWW ARK
    • dizzyqv: arkyszLaugh arkyszLaugh arkyszLaugh arkyszLaugh

Keyword tracker

TOP 14
  • stream3,997
  • lmfao862
  • that852
  • arky757
  • lmao649
  • whattt603
  • pfft536
  • this518
  • https465
  • fairs441
  • what405
  • like404
  • shit401
  • oooo355

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot2481.00knownknown bot account
streamelements1931.00knownknown bot account
frankcalls121.00highrepeated one message ×6 (50% of output) · 11 messages fired <2s apart · 12 msgs/min sustained
imjustshez650.75highrepeated one message ×46 (71% of output) · 30 messages fired <2s apart
kokori3d490.75highrepeated one message ×25 (51% of output) · 12 messages fired <2s apart
junkofizzaru270.70highrepeated one message ×14 (52% of output) · 21.6 msgs/min sustained
djrr132,1120.55medium81 messages fired <2s apart · 6.1 msgs/min sustained
lisaaaaa188120.55medium10 messages fired <2s apart · 9.6 msgs/min sustained
bismarcknyc200.45mediumrepeated one message ×11 (55% of output)
nxgn123150.45mediumrepeated one message ×12 (80% of output)
ultraawtff150.45mediumrepeated one message ×8 (53% of output)
ppercocetpete120.45mediumrepeated one message ×6 (50% of output)
xgibberish0780.45mediumrepeated one message ×5 (63% of output)
intaiya80.45mediumrepeated one message ×4 (50% of output)
dkeyboardwarrior9780.45mediumrepeated one message ×5 (63% of output)

Emote pulse

TOP 8
  • arkyszN6,264
  • agaL829
  • arkyszDancing672
  • arkyszNcap596
  • jrkLUL370
  • omePfft267
  • omeOhh250
  • arkyszPeace232

Evidence tape

6 MSGS
  • 00:00YaBoiRiddyOPENER

    HOORAY

  • 00:00StreamElementsPING

    Arky is Live LES Gooooo! Streaming Just Chatting: 🔶 Offline 🔶 @Arky_Offline for 24/7 vods 🔶 !oscs !comm !socials

  • 04:00dizzyqvPING

    whats good electro wizard @arky

  • 06:00nicepapayPING

    what time your flight ? @arky

  • 07:00clairoxfanPEAK

    WW ARK tas32 WW ARK tas32 WW ARK tas32

  • 07:00shkinnnPEAK

    WW ARK WW ARK WW ARK WW ARK WW ARK

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
5
mood swings
Bots
15
suspects flagged
MSGS 57,707CHATTERS 3090POS 4,507NEG 191TOP KEYWORD “STREAM” ×3997GINI 0.821BOTS 15PEAK ×19.7 @ 353m

Arky stream analytics summary

Arky's Just Chatting stream "🔶 DESKTOP 🔶 !oscs !comm !socials" on Jul 15, 2026 generated 57,707 messages from 3,090 unique chatters (161.6 msgs/min average, peaking at 635/min). Sentiment ran 4,507 positive vs 191 negative, and the top keyword was "stream" (×3997). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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