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zackrawrr - Just Chatting stream analytics - Jul 22, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 22, 2026 · VOD 2826364307

Chat mood & viewers

96,485 MSGS
Positive
15,025
15.6% of msgs
Negative
903
0.9% of msgs
Neutral
80,557
83.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

15,025 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 406:000.400.00Δ-0.40
  • 426:000.060.43Δ+0.37
  • 362:000.350.00Δ-0.35
  • 427:000.430.08Δ-0.35
  • 458:000.500.15Δ-0.35
  • 405:000.070.40Δ+0.33

Mood regime · per minute

510 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

510 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×6.3clip suggested Watch VOD

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

    • ZeroCoolGamingDK: morning from denmark asmon
    • weedie_tv: @zackrawrr what are you playing
  2. 19:00INFLUX×4.7clip suggested Watch VOD

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

    • Kaykerrs: Nowadays Japanese people are some of the most racist and rude people out there
    • seiyazoldyck: @zackrawrr chinese ppl call japanese ppl carrot heads
  3. 106:00EMOTES×4.3clip suggested Watch VOD

    77 emote msgs — ×4.3 the average

    • The_Black_WoIf: Simping LUL
    • faustytookmyname: please raid him
  4. 120:00INFLUX×4.6clip suggested Watch VOD

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

    • NormeezTV: no thanks
    • RawToastCereal: LOL i like her even more
  5. 121:00INFLUX×4.1clip suggested Watch VOD

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

    • karmic__debt: More fiber means less stains
    • FIN5TER: she gone, kick her to the curb. who the fuck she think she is

Keyword tracker

TOP 14
  • this4,785
  • that4,382
  • they3,490
  • what2,363
  • like2,355
  • just2,196
  • have1,908
  • with1,694
  • your1,494
  • people1,432
  • based1,352
  • about1,307
  • good1,259
  • them1,207

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot2551.00knownknown bot account
zackrawrr820.75highrepeated one message ×45 (55% of output) · 78 messages fired <2s apart
shishetu750.45mediumrepeated one message ×62 (83% of output)
fugganserene700.45mediumrepeated one message ×54 (77% of output)
ajbusyboy380.45mediumrepeated one message ×22 (58% of output)
kekw_sadge250.45mediumrepeated one message ×16 (64% of output)
ipressbutton230.45mediumrepeated one message ×15 (65% of output)
gscroll180.45mediumrepeated one message ×10 (56% of output)
ladioz140.45mediumrepeated one message ×9 (64% of output)
titiwin25140.45mediumrepeated one message ×7 (50% of output)
paulpanzer91120.45mediumrepeated one message ×6 (50% of output)
xoxsquaredxox110.45mediumrepeated one message ×7 (64% of output)
qibya100.45mediumrepeated one message ×5 (50% of output)
pvc_melted90.45mediumrepeated one message ×7 (78% of output)
prof_happy90.45mediumrepeated one message ×5 (56% of output)

Emote pulse

TOP 8
  • LUL6,511
  • KEKW955
  • xdd550
  • HUH341
  • Pog340
  • Kappa272
  • Clap255
  • ICANT239

Evidence tape

6 MSGS
  • 00:00YogibearboogOPENER

    yo

  • 00:00DustyPops69PING

    SUP POOSI @zackrawrr

  • 00:00godlessmistakeontwitterPING

    Based @zackrawrr

  • 00:00kcdigsPING

    @zackrawrr - I need a new office chair... what do you have and do you recommend it?

  • 00:00thedougsballsPING

    And so it begins! Good day to ya brother! @zackrawrr

  • 01:00the0n3tvPING

    @zackrawrr BALD LATE GEY AND GOY

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
15
suspects flagged
MSGS 96,485CHATTERS 11823POS 15,025NEG 903TOP KEYWORD “THIS” ×4785GINI 0.696BOTS 15PEAK ×6.3 @ 3m

zackrawrr stream analytics summary

zackrawrr's Just Chatting stream "[DROPS ON] BIG DAY HUGE DRAMA DAY PALWORL RELEAS TODAY NEW GAMES TODAY BIG NEWS AND GAMES MULTISTREAMING+REACTS | @asmongold247" on Jul 22, 2026 generated 96,485 messages from 11,823 unique chatters (189.2 msgs/min average, peaking at 638/min). Sentiment ran 15,025 positive vs 903 negative, and the top keyword was "this" (×4785). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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