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Arky - Just Chatting stream analytics - Jul 25, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 25, 2026 · VOD 2828275510

Chat mood & viewers

123,190 MSGS
Positive
11,622
9.4% of msgs
Negative
238
0.2% of msgs
Neutral
111,330
90.4% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

11,622 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 215:000.490.12Δ-0.37
  • 218:000.020.35Δ+0.33
  • 230:000.360.03Δ-0.33
  • 221:000.050.34Δ+0.29
  • 33:000.050.31Δ+0.26
  • 58:000.000.25Δ+0.25

Mood regime · per minute

612 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

612 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 17:00EMOTES×15.9clip suggested Watch VOD

    169 emote msgs — ×15.9 the average

    • J344_: WW ARK dancin
    • flybyleo11: Roll call
  2. 18:00EMOTES×17.8clip suggested Watch VOD

    189 emote msgs — ×17.8 the average

    • PraiaMeco: WW ARK WW ARK WW ARK WW
    • YaBoiRiddy: WW arkyszN WWW ARK WW arkyszN WWW ARK WW arkyszN WWW ARK WW arkyszN WWW ARK WW a
  3. 19:00EMOTES×10.8clip suggested Watch VOD

    115 emote msgs — ×10.8 the average

    • nomisays: arkyszN arkyszN arkyszN
    • JxZeroX: arkyszN arkyszN arkyszN arkyszN arkyszN arkyszN arkyszN arkyszN arkyszN arkyszN
  4. 483:00EMOTES×8.3clip suggested Watch VOD

    88 emote msgs — ×8.3 the average

    • laviszzz55: arkyszDancing arkyszDancing arkyszDancing arkyszDancing arkyszDancing
    • rj_sama: WW arkyszN arkyszN arkyszN arkyszN arkyszN
  5. 484:00EMOTES×8.8clip suggested Watch VOD

    94 emote msgs — ×8.8 the average

    • sirhaeth: arkyszN arkyszN arkyszN
    • JustHenry1: 7K INCOMINGGGG

Keyword tracker

TOP 14
  • stream5,648
  • emotional2,452
  • oscs1,911
  • arky1,897
  • lmfao1,665
  • whattt1,652
  • degloved1,450
  • that1,392
  • semi1,246
  • oooo1,199
  • bang1,075
  • pfft1,026
  • lmao940
  • ayy2929

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot3231.00knownknown bot account
streamelements2861.00knownknown bot account
01mano3,9200.55medium96 messages fired <2s apart · 6.4 msgs/min sustained
advbin110.55medium10 messages fired <2s apart · 11 msgs/min sustained
rosonionboi100.55medium3 messages fired <2s apart · 7.5 msgs/min sustained
abiplob524160.45mediumrepeated one message ×10 (63% of output)
jupiterspike130.45mediumrepeated one message ×7 (54% of output)
tr3vh21120.45mediumrepeated one message ×6 (50% of output)
dozaubih100.45mediumrepeated one message ×5 (50% of output)
pluggedinfan100.45mediumrepeated one message ×5 (50% of output)
themrdarkness90.45mediumrepeated one message ×5 (56% of output)
lizziewoob90.45mediumrepeated one message ×5 (56% of output)
gogoproto2380.45mediumrepeated one message ×4 (50% of output)
murhwad80.45mediumrepeated one message ×4 (50% of output)
aaliahlynn70.45mediumrepeated one message ×4 (57% of output)

Emote pulse

TOP 8
  • arkyszN17,256
  • arkyszNcap1,512
  • arkyszDancing1,310
  • agaL857
  • omePfft727
  • arkyszSOB410
  • LUL407
  • arkyszCry314

Evidence tape

6 MSGS
  • 00:00Steeperpilot_OPENER

    OOO

  • 01:00Trbow__PING

    LAG BTW @Arky

  • 07:00samuellletoooPING

    TwitchVotes Ludwig so long intro @arky

  • 10:00Trbow__PING

    NIGGA UR SHIRT DIRTY @Arky

  • 10:00bliz100PING

    did the cleaner not wash it? @arky

  • 13:00samuellletoooPING

    I’ll do that shit for 1k @arky I got you

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
15
suspects flagged
MSGS 123,190CHATTERS 5917POS 11,622NEG 238TOP KEYWORD “STREAM” ×5648GINI 0.856BOTS 15PEAK ×18.8 @ 607m

Arky stream analytics summary

Arky's Just Chatting stream "🔶 500K PARTY🔶 !oscs !comm !socials" on Jul 25, 2026 generated 123,190 messages from 5,917 unique chatters (201.3 msgs/min average, peaking at 680/min). Sentiment ran 11,622 positive vs 238 negative, and the top keyword was "stream" (×5648). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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