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Maximilian_DOOD - Halo: Campaign Evolved stream analytics - Aug 03, 2026

FULL STREAM INTELLIGENCE · Halo: Campaign Evolved

Aug 03, 2026 · VOD 2835908334

Chat mood & viewers

15,342 MSGS
Positive
2,071
13.5% of msgs
Negative
143
0.9% of msgs
Neutral
13,128
85.6% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,071 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 153:000.46→0.00Δ-0.46
  • 156:000.37→-0.04Δ-0.41
  • 152:000.08→0.46Δ+0.38
  • 204:000.37→0.00Δ-0.37
  • 203:000.04→0.37Δ+0.33
  • 214:000.33→0.00Δ-0.33

Mood regime · per minute

264 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

264 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 17:00EMOTES×5.8clip suggested Watch VOD

    98 emote msgs — ×5.8 the average

    • Neptara: @sn0wcie Refresh.
    • calmyers24: chat have you ever done a lan party?
  2. 17:00INFLUX×5.4clip suggested Watch VOD

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

    • Neptara: @sn0wcie Refresh.
    • calmyers24: chat have you ever done a lan party?
  3. 18:00EMOTES×5.2clip suggested Watch VOD

    88 emote msgs — ×5.2 the average

    • FireStreak_I: doodShine doodShine doodShine doodShine doodShine doodShine doodShine
    • Fr3shninja300: Sing that shit chat
  4. 18:00INFLUX×4.4clip suggested Watch VOD

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

    • FireStreak_I: doodShine doodShine doodShine doodShine doodShine doodShine doodShine
    • Fr3shninja300: Sing that shit chat
  5. 19:00INFLUX×5.6clip suggested Watch VOD

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

    • silentchaos15: T1 connection
    • 1988138: doodShine doodShine doodShine doodShine doodShine doodShine doodShine

Keyword tracker

TOP 14
  • halo649
  • this593
  • that569
  • they490
  • like394
  • with380
  • just338
  • have304
  • kenny297
  • game289
  • good286
  • subscribed279
  • what260
  • it's251

Bot radar

3 FLAGGED
SuspectMsgsScoreConfSignals
nightbot391.00knownknown bot account
posttimeskipsam80.45mediumrepeated one message ×4 (50% of output)
imdarmin80.45mediumrepeated one message ×7 (88% of output)

Emote pulse

TOP 8
  • doodShine4,084
  • LUL3,806
  • doodShake1,596
  • doodBro1,068
  • doodJam1,053
  • doodBenny672
  • doodLUL454
  • doodScrub416

Evidence tape

6 MSGS
  • 00:00whyhellotwitchOPENER

    LIVER doodScream

  • 18:00WizardTonyWALL

    doodShine doodShine doodShine doodShine doodShine doodShine doodShine doodShine doodShine doodShine doodShine songof3Che

  • 19:00NEONZERO100PING

    but wheres the pizza @Maximilian_DOOD

  • 19:00VaneveriePING

    @maximilian_dood what pizza are you getting

  • 19:00Alzero83PING

    What about the Pizza Rolls @Maximilian_DOOD

  • 20:00Ootori_KyouyaPING

    @Maximilian_DOOD SFVI patch notes is out and it's a dumpster fire

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
3
suspects flagged
MSGS 15,342CHATTERS 1899POS 2,071NEG 143TOP KEYWORD “HALO” ×649GINI 0.727BOTS 3PEAK ×8.5 @ 22m

Maximilian_DOOD stream analytics summary

Maximilian_DOOD's Halo: Campaign Evolved stream "HALO - DEW - DORITOS & DA BOIS" on Aug 03, 2026 generated 15,342 messages from 1,899 unique chatters (58.1 msgs/min average, peaking at 252/min). Sentiment ran 2,071 positive vs 143 negative, and the top keyword was "halo" (×649). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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