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zarbex - Just Chatting stream analytics - Aug 04, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Aug 04, 2026 · VOD 2837046107

Chat mood & viewers

9,586 MSGS
Positive
381
4.0% of msgs
Negative
50
0.5% of msgs
Neutral
9,155
95.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

381 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 254:000.50→0.00Δ-0.50
  • 253:000.13→0.50Δ+0.37
  • 180:000.20→-0.14Δ-0.34
  • 206:000.00→0.33Δ+0.33
  • 207:000.33→0.00Δ-0.33
  • 181:00-0.14→0.11Δ+0.25

Mood regime · per minute

383 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

383 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×9clip suggested Watch VOD

    30 emote msgs — ×9 the average

    • Devin_Lala: zarbexTasty
    • indurian_gombah: Tschüss chiao
  2. 02:00EMOTES×9.9clip suggested Watch VOD

    33 emote msgs — ×9.9 the average

    • roli372: zarbexMoin
    • kiwivivivivi: zarbexTschuess zarbexTschuess zarbexTschuess zarbexTschuess
  3. 03:00EMOTES×9.3clip suggested Watch VOD

    31 emote msgs — ×9.3 the average

    • maxi_scm_12: zarbexHehe zarbexHehe zarbexHehe zarbexHehe zarbexHehe zarbexHehe zarbexHehe zar
    • horlooooooo: moin chat
  4. 05:00EMOTES×5.4clip suggested Watch VOD

    18 emote msgs — ×5.4 the average

    • maikelvanvan: Wann wieder podcast weiß das wer?
    • lactosefreierj: lactosefreierj watched 20 consecutive streams and sparked a watch streak!
  5. 06:00EMOTES×7.2clip suggested Watch VOD

    24 emote msgs — ×7.2 the average

    • undavgoat26: FutureMan FutureMan FutureMan FutureMan FutureMan FutureMan FutureMan
    • Anoxial: Anoxial watched 3 consecutive streams and sparked a watch streak!

Keyword tracker

TOP 14
  • nicht566
  • auch443
  • zarbex431
  • subscribed382
  • dann267
  • aber259
  • https233
  • streak220
  • noch210
  • sind202
  • streams193
  • geht190
  • they've189
  • oder184

Bot radar

6 FLAGGED
SuspectMsgsScoreConfSignals
fossabot3691.00knownknown bot account
dr_glatzkop120.55medium10 messages fired <2s apart · 12 msgs/min sustained
schlucki123120.55medium10 messages fired <2s apart · 12 msgs/min sustained
fhbvyquw80.45mediumrepeated one message ×4 (50% of output)
1upvision70.45mediumrepeated one message ×4 (57% of output)
dizzybigpapa60.45mediumrepeated one message ×4 (67% of output)

Emote pulse

TOP 8
  • zarbexSmalld990
  • LUL561
  • zarbexHehe498
  • zarbexGeil244
  • zarbexMoin137
  • zarbexTuch106
  • zarbexTasty84
  • zarbexBob78

Evidence tape

6 MSGS
  • 00:00ninx_bkt06OPENER

    Gumo

  • 07:00Joanna18042PEAK

    jojojooojoooooo

  • 07:00steffen2686PEAK

    zarbexYeah zarbexYeah zarbexYeah

  • 07:00Babuka_TVPEAK

    WWWWWWWWWWWW

  • 07:00fabikfkePEAK

    WWWWWWWWWWWW

  • 07:00kiwiviviviviPEAK

    jojojojooooooo

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
6
suspects flagged
MSGS 9,586CHATTERS 2587POS 381NEG 50TOP KEYWORD “NICHT” ×566GINI 0.608BOTS 6PEAK ×10.2 @ 28m

zarbex stream analytics summary

zarbex's Just Chatting stream "🤏 MR. GEIL STREAMT 🤏 GEILE REACTIONS 🤏 HEUTE NOCHMAL PALWORLD XXL SESSION 🤏 FREITAG BIS SONNTAG SCHWEDEN IRL 🤏 !socials !merch" on Aug 04, 2026 generated 9,586 messages from 2,587 unique chatters (25 msgs/min average, peaking at 102/min). Sentiment ran 381 positive vs 50 negative, and the top keyword was "nicht" (×566). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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