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zackrawrr - Just Chatting stream analytics - Jul 20, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 20, 2026 · VOD 2824737003

Chat mood & viewers

106,317 MSGS
Positive
14,680
13.8% of msgs
Negative
992
0.9% of msgs
Neutral
90,645
85.3% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

14,680 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 376:000.29-0.11Δ-0.40
  • 133:000.010.40Δ+0.39
  • 107:000.140.47Δ+0.33
  • 108:000.470.17Δ-0.30
  • 161:000.140.43Δ+0.29
  • 134:000.400.12Δ-0.28

Mood regime · per minute

389 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

389 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×3.5clip suggested Watch VOD

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

    • zillboop2: f3tzipAaaaaaaa
    • destinydisturbed: destinydisturbed watched 3 consecutive streams and sparked a watch streak! Morni
  2. 05:00INFLUX×3.8clip suggested Watch VOD

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

    • Agent_Nick_5000: Hay cutie!
    • chickie_rules: chickie_rules subscribed at Tier 1. They've subscribed for 8 months!
  3. 10:00INFLUX×3.5clip suggested Watch VOD

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

    • orixv1: @zackrawrr Is she going to make you play Maplestory? :)
    • PwnDef: PwnDef is gifting 10 Tier 1 Subs to zackrawrr's community! They've gifted a tota
  4. 12:00INFLUX×4.8clip suggested Watch VOD

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

    • triton_the_wizard: im just happy for you mr handsomegold
    • Surge43: we happy for you bro
  5. 33:00INFLUX×4.7clip suggested Watch VOD

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

    • DraleZero: batteries explode burn house down
    • shampaggin: pool t-shirt PogU

Keyword tracker

TOP 14
  • that4,786
  • they4,003
  • this3,890
  • like2,615
  • what2,452
  • just2,386
  • have2,329
  • with2,024
  • people1,717
  • based1,545
  • your1,413
  • about1,401
  • good1,338
  • them1,207

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
fossabot1631.00knownknown bot account
zackrawrr700.75highrepeated one message ×41 (59% of output) · 68 messages fired <2s apart
fugganserene1210.45mediumrepeated one message ×80 (66% of output)
kekw_sadge350.45mediumrepeated one message ×20 (57% of output)
phanlo_260.45mediumrepeated one message ×13 (50% of output)
shishetu250.45mediumrepeated one message ×24 (96% of output)
prof_happy130.45mediumrepeated one message ×7 (54% of output)
ipressbutton110.45mediumrepeated one message ×8 (73% of output)
gerrylane2110.45mediumrepeated one message ×6 (55% of output)
sirgeow100.45mediumrepeated one message ×5 (50% of output)
ulfzark80.45mediumrepeated one message ×6 (75% of output)
lumisyvs80.45mediumrepeated one message ×4 (50% of output)
thejanitor_md80.45mediumrepeated one message ×4 (50% of output)
libby970.45mediumrepeated one message ×4 (57% of output)
headkickhero60.45mediumrepeated one message ×6 (100% of output)

Emote pulse

TOP 8
  • LUL7,400
  • KEKW875
  • HUH576
  • xdd425
  • pepeW337
  • NotLikeThis334
  • Kappa303
  • Pog291

Evidence tape

6 MSGS
  • 00:00agentmoosettvOPENER

    YOOO

  • 00:00AresLandingPING

    @zackrawrr Good Morning m'lord

  • 00:00DustyPops69PING

    SUP POOSI @zackrawrr

  • 00:00americanhdcPING

    @zackrawrr Really thought your woman was gonna keep you away from us for another day lol

  • 00:00PhantroneousPING

    @zackrawrr good afternoon bossman

  • 00:00narudimPING

    @zackrawrr NO MORE BREAKS FOR A YEAR

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
15
suspects flagged
MSGS 106,317CHATTERS 12795POS 14,680NEG 992TOP KEYWORD “THAT” ×4786GINI 0.699BOTS 15PEAK ×4.8 @ 12m

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 20, 2026 generated 106,317 messages from 12,795 unique chatters (273.3 msgs/min average, peaking at 649/min). Sentiment ran 14,680 positive vs 992 negative, and the top keyword was "that" (×4786). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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