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TimTheTatman - Call of Duty: Modern Warfare 4 stream analytics - Jul 17, 2026

FULL STREAM INTELLIGENCE · Call of Duty: Modern Warfare 4

Jul 17, 2026 · VOD 2822179782

Chat mood & viewers

11,471 MSGS
Positive
1,542
13.4% of msgs
Negative
144
1.3% of msgs
Neutral
9,785
85.3% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,542 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 92:000.03→0.31Δ+0.28
  • 39:000.27→0.01Δ-0.26
  • 89:000.00→0.26Δ+0.26

Mood regime · per minute

173 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

173 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 07:00EMOTES×3.6clip suggested Watch VOD

    20 emote msgs — ×3.6 the average

    • Ginger__Savage: congrats on the invite to MW4 bro. Great pick
    • sam_rog: hes under the desk
  2. 23:00EMOTES×2.9clip suggested Watch VOD

    16 emote msgs — ×2.9 the average

    • hiSolosan: I love you bro big fan for long time now but that forhead is suffucating LUL
    • nasty_boiiii: you are not used to hold stuff with two hands..?
  3. 27:00EMOTES×4clip suggested Watch VOD

    22 emote msgs — ×4 the average

    • zzisoul: lmaoooooooo
    • SlaxnGames: haha W streamer
  4. 35:00EMOTES×3.4clip suggested Watch VOD

    19 emote msgs — ×3.4 the average

    • shutterislands: shot him right in the fucking knee LOL
    • DLKtheCreativator: backpack carry
  5. 36:00EMOTES×2.9clip suggested Watch VOD

    16 emote msgs — ×2.9 the average

    • charly4finger: i feel bad for everyone around you
    • Hercxules: WE LOVE backshots tatClap tatClap

Keyword tracker

TOP 14
  • this646
  • like457
  • game449
  • that444
  • looks318
  • your271
  • they242
  • good240
  • lmao217
  • just211
  • with180
  • there170
  • what162
  • back157

Bot radar

2 FLAGGED
SuspectMsgsScoreConfSignals
fossabot331.00knownknown bot account
glokkiinx2100.45mediumrepeated one message ×6 (60% of output)

Emote pulse

TOP 8
  • LUL464
  • tatClap148
  • HUH101
  • KEKW96
  • lsrPop52
  • Kappa39
  • xdd35
  • tatEat34

Evidence tape

6 MSGS
  • 00:00WuxzeeOPENER

    COD OMEGALUL

  • 01:00BenjiGDubsPING

    @timthetatman We can’t see around you

  • 02:00ViewbotBlokePING

    looking great in this setup @TimTheTatman

  • 02:00xJBYGAMINGxPING

    WHAT THE MLB LOOK LIKE @timthetatman

  • 04:00kr0nic999PING

    @timthetatman bro I love your shirt

  • 09:00buckbuckersonsPING

    @TimTheTatman do you remember how to change your sens or do you need Wipz to fly out to help you?

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
3
mood swings
Bots
2
suspects flagged
MSGS 11,471CHATTERS 2628POS 1,542NEG 144TOP KEYWORD “THIS” ×646GINI 0.638BOTS 2PEAK ×4 @ 27m

TimTheTatman stream analytics summary

TimTheTatman's Call of Duty: Modern Warfare 4 stream "MW4 EARLY GAMEPLAY (DAY 1)" on Jul 17, 2026 generated 11,471 messages from 2,628 unique chatters (66.3 msgs/min average, peaking at 188/min). Sentiment ran 1,542 positive vs 144 negative, and the top keyword was "this" (×646). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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