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zarbex - IRL stream analytics - Jul 21, 2026

FULL STREAM INTELLIGENCE · IRL

Jul 21, 2026 · VOD 2825462041

Chat mood & viewers

10,463 MSGS
Positive
696
6.7% of msgs
Negative
109
1.0% of msgs
Neutral
9,658
92.3% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

696 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 104:000.38→0.03Δ-0.35

Mood regime · per minute

177 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

177 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 09:00INFLUX×5.8clip suggested Watch VOD

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

    • neyklastv: zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld
    • derbi_tobi: derbi_tobi subscribed at Tier 1. They've subscribed for 6 months! zarbexSmalld z
  2. 09:00SPIKE×4.4clip suggested Watch VOD

    260 msgs — ×4.4 the stream average

    • neyklastv: zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld
    • derbi_tobi: derbi_tobi subscribed at Tier 1. They've subscribed for 6 months! zarbexSmalld z
  3. 09:00EMOTES×4.4clip suggested Watch VOD

    78 emote msgs — ×4.4 the average

    • neyklastv: zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld zarbexSmalld
    • derbi_tobi: derbi_tobi subscribed at Tier 1. They've subscribed for 6 months! zarbexSmalld z
  4. 10:00EMOTES×5.9clip suggested Watch VOD

    105 emote msgs — ×5.9 the average

    • leoniexdd: was wird heute gestreamt ?
    • sinek_1907: missxg1Hauab missxg1Hauab missxg1Hauab missxg1Hauab missxg1Hauab
  5. 11:00EMOTES×4.8clip suggested Watch VOD

    85 emote msgs — ×4.8 the average

    • lexani_07: Moin zarbexHehe zarbexHehe zarbexHehe
    • Entertyn: Diât cheater

Keyword tracker

TOP 14
  • käse917
  • subscribed488
  • zarbex448
  • schradin368
  • jetzt306
  • https262
  • nicht247
  • alle244
  • streak240
  • euch232
  • they've229
  • months227
  • endlich208
  • werbung203

Bot radar

2 FLAGGED
SuspectMsgsScoreConfSignals
fossabot3121.00knownknown bot account
locke030860.45mediumrepeated one message ×4 (67% of output)

Emote pulse

TOP 8
  • zarbexSmalld2,026
  • LUL1,644
  • zarbexRedFlag1,396
  • zarbexHehe902
  • zarbexGeil738
  • DinoDance699
  • zarbexHyper418
  • zarbexTuch300

Evidence tape

6 MSGS
  • 00:00dsc200OPENER

    oh live

  • 01:00hd_sailingPING

    Hi Na @zarbex SeemsGood

  • 02:00RolandmvPING

    moin @zarbex und hi chat

  • 06:00LIZE_tvWALL

    chefkochCringe chefkochDamn chefkochCringe chefkochDamn chefkochCringe chefkochDamn chefkochCringe chefkochDamn chefkoch

  • 09:00alfer_davdeWALL

    BCWarrior zarbexTasty zarbexTuch zarbexHehe zarbexBob zarbexRedFlag zarbexRedFlag zarbexRedFlag zarbexRedFlag zarbexRedF

  • 10:00agent_pumkinWALL

    zarbexSmalld_SG zarbexSmalld_SG zarbexSmalld_SG zarbexSmalld_SG zarbexSmalld_SG zarbexSmalld_SG zarbexSmalld_SG zarbexSm

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
1
mood swings
Bots
2
suspects flagged
MSGS 10,463CHATTERS 2681POS 696NEG 109TOP KEYWORD “KÄSE” ×917GINI 0.627BOTS 2PEAK ×12.7 @ 23m

zarbex stream analytics summary

zarbex's IRL stream "🤏 IRL AUS KÄSEREI 🤏 WIR VERKAUFEN UNSEREN EIGENEN KÄSE 🤏 MORGEN START CAMPER TOUR 🤏 !spotify !socials !merch" on Jul 21, 2026 generated 10,463 messages from 2,681 unique chatters (59.1 msgs/min average, peaking at 374/min). Sentiment ran 696 positive vs 109 negative, and the top keyword was "käse" (×917). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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