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zarbex - Just Chatting stream analytics - Jul 29, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 29, 2026 · VOD 2831973839

Chat mood & viewers

22,515 MSGS
Positive
1,238
5.5% of msgs
Negative
287
1.3% of msgs
Neutral
20,990
93.2% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,238 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 413:000.00→1.00Δ+1.00
  • 494:000.50→-0.40Δ-0.90
  • 414:001.00→0.33Δ-0.67
  • 375:000.00→-0.60Δ-0.60
  • 376:00-0.60→0.00Δ+0.60
  • 493:000.00→0.50Δ+0.50

Mood regime · per minute

507 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

507 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 08:00EMOTES×6.9clip suggested Watch VOD

    61 emote msgs — ×6.9 the average

    • marvin462800: zarbexHyper zarbexHyper zarbexHyper zarbexHyper
    • mrs_badmom36: Jojojojojojojoooooooo
  2. 08:00INFLUX×6.7clip suggested Watch VOD

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

    • marvin462800: zarbexHyper zarbexHyper zarbexHyper zarbexHyper
    • mrs_badmom36: Jojojojojojojoooooooo
  3. 20:00INFLUX×11clip suggested Watch VOD

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

    • bs_1895: Hast du jetzt gesehen das es nicht an Carsten lag zarbex ? Die Jungs haveb größe
    • sethhens: Alter LUL
  4. 20:00SPIKE×6.8clip suggested Watch VOD

    301 msgs — ×6.8 the stream average

    • bs_1895: Hast du jetzt gesehen das es nicht an Carsten lag zarbex ? Die Jungs haveb größe
    • sethhens: Alter LUL
  5. 21:00INFLUX×11.1clip suggested Watch VOD

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

    • schratti81: 5 grün... schein grau
    • kingm0nk: Moin zusammen

Keyword tracker

TOP 14
  • nicht902
  • auch771
  • subscribed646
  • aber581
  • zarbex522
  • geil401
  • sind401
  • doch332
  • noch330
  • streak329
  • oder321
  • they've318
  • prime313
  • tier307

Bot radar

8 FLAGGED
SuspectMsgsScoreConfSignals
fossabot4171.00knownknown bot account
heeeeka320.55medium30 messages fired <2s apart · 13.2 msgs/min sustained
reck98170.55medium15 messages fired <2s apart · 17 msgs/min sustained
kevin_preu_25150.55medium13 messages fired <2s apart · 15 msgs/min sustained
tthereal65150.55medium14 messages fired <2s apart · 15 msgs/min sustained
ak47xentity120.55medium10 messages fired <2s apart · 12 msgs/min sustained
ricknoerd92100.45mediumrepeated one message ×9 (90% of output)
1upvision80.45mediumrepeated one message ×4 (50% of output)

Emote pulse

TOP 8
  • zarbexSmalld3,898
  • LUL2,702
  • zarbexHehe1,763
  • zarbexTuch718
  • NotLikeThis672
  • zarbexGeil657
  • zarbexRedFlag456
  • zarbexHype398

Evidence tape

6 MSGS
  • 00:00paulizitooOPENER

    AHA

  • 02:00a10uyWALL

    xxisynPenguin xxisynPenguin xxisynPenguin xxisynPenguin xxisynPenguin xxisynPenguin xxisynPenguin xxisynPenguin xxisynPe

  • 03:00FossabotPING

    𝗧𝘄𝗶𝘁𝘁𝗲𝗿: twitter.com/ichbinzarbex │ 𝗜𝗻𝘀𝘁𝗮: instagram.com/zarbex/ │ 𝗧𝗶𝗸𝗧𝗼𝗸: tiktok.com/@zarbex │ 𝗬𝗧-�

  • 06:00Nanno1994PING

    @zarbex wie wäre es mal mit ClipQs ?

  • 08:00PixelChaos82PING

    Moin @zarbex

  • 08:00a10uyWALL

    zarbexMoin xxisynParty zarbexMoin xxisynParty xxisynParty xxisynParty xxisynParty xxisynParty xxisynParty zarbexMoin xxi

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
8
suspects flagged
MSGS 22,515CHATTERS 4752POS 1,238NEG 287TOP KEYWORD “NICHT” ×902GINI 0.653BOTS 8PEAK ×11.1 @ 21m

zarbex stream analytics summary

zarbex's Just Chatting stream "🤏 MR. GEIL STREAMT 🤏 GEILE REACTIONS 🤏 SIMS 4 RAUBT MIR DEN VERSTAND 🤏 !socials !merch" on Jul 29, 2026 generated 22,515 messages from 4,752 unique chatters (44.4 msgs/min average, peaking at 301/min). Sentiment ran 1,238 positive vs 287 negative, and the top keyword was "nicht" (×902). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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