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zarbex - Just Chatting stream analytics - Jul 17, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 17, 2026 · VOD 2822177289

Chat mood & viewers

14,947 MSGS
Positive
743
5.0% of msgs
Negative
74
0.5% of msgs
Neutral
14,130
94.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

743 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 433:000.50→0.06Δ-0.44
  • 432:000.13→0.50Δ+0.37
  • 407:000.04→0.39Δ+0.35
  • 481:000.00→0.33Δ+0.33
  • 500:000.33→0.00Δ-0.33
  • 408:000.39→0.08Δ-0.31

Mood regime · per minute

537 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

537 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×6.2clip suggested Watch VOD

    28 emote msgs — ×6.2 the average

    • gamergirl8219: zarbexSmalld zarbexSmalld zarbexSmalld
    • sophiax_13: 🤏🏼🤏🏼🤏🏼
  2. 03:00EMOTES×6.2clip suggested Watch VOD

    28 emote msgs — ×6.2 the average

    • raphi292818381: zarbexGeil zarbexGeil zarbexGeil
    • grandmacrood: GiG Gezarbext ist geil
  3. 04:00EMOTES×10.5clip suggested Watch VOD

    47 emote msgs — ×10.5 the average

    • horstiwagner88: SUBtember
    • quacko_paco: kowinjRunenEqualizer kowinjRunenEqualizer kowinjRunenEqualizer kowinjRunenEquali
  4. 08:00INFLUX×9.1clip suggested Watch VOD

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

    • vinasso2k03: PewPewPew PewPewPew PewPewPew PewPewPew
    • bannetttttt: zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld
  5. 08:00EMOTES×8clip suggested Watch VOD

    36 emote msgs — ×8 the average

    • vinasso2k03: PewPewPew PewPewPew PewPewPew PewPewPew
    • bannetttttt: zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld

Keyword tracker

TOP 14
  • subscribed775
  • zarbex722
  • nicht720
  • auch499
  • https448
  • prime443
  • they've376
  • months352
  • tier316
  • noch301
  • dann293
  • ome44287
  • with286
  • geht285

Bot radar

5 FLAGGED
SuspectMsgsScoreConfSignals
fossabot5761.00knownknown bot account
manuspaetzlefee110.55medium9 messages fired <2s apart · 11 msgs/min sustained
1upvision90.45mediumrepeated one message ×5 (56% of output)
kojo_482860.45mediumrepeated one message ×4 (67% of output)
maurice072860.45mediumrepeated one message ×6 (100% of output)

Emote pulse

TOP 8
  • zarbexSmalld1,629
  • LUL1,183
  • zarbexHehe404
  • zarbexGeil263
  • omE258
  • zarbexMoin206
  • zarbexTasty166
  • zarbexBob154

Evidence tape

6 MSGS
  • 00:00wayd61OPENER

    moin

  • 09:00BirdyMcFly_PING

    Wie viel gsm? @zarbex

  • 09:00Nabot93PING

    trinken min jung @zarbex

  • 09:00baaloo_xPING

    @zarbex hab grad den letzten teil sims geschaut, einfach nur krass was da in drei stunden passiert :D

  • 10:00yannick_gigPING

    Moin @zarbex wie schmeckt das Leben…wolltest du eigentlich dieses Jahr noch eine Tour mit einer Simson machen ?

  • 10:00janbnzPING

    James Bond auch nochmal? @zarbex

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
5
suspects flagged
MSGS 14,947CHATTERS 3470POS 743NEG 74TOP KEYWORD “SUBSCRIBED” ×775GINI 0.656BOTS 5PEAK ×10.5 @ 4m

zarbex stream analytics summary

zarbex's Just Chatting stream "🤏 MR. GEIL STREAMT 🤏 GEILE REACTIONS 🤏 FETTES RUST PROJEKT 🤏 100 STREAMER AUF 1 SERVER 🤏 !spotify !socials !merch" on Jul 17, 2026 generated 14,947 messages from 3,470 unique chatters (27.8 msgs/min average, peaking at 197/min). Sentiment ran 743 positive vs 74 negative, and the top keyword was "subscribed" (×775). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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