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summit1g - Counter-Strike stream analytics - Aug 04, 2026

FULL STREAM INTELLIGENCE · Counter-Strike

Aug 04, 2026 · VOD 2837336814

Chat mood & viewers

27,190 MSGS
Positive
3,443
12.7% of msgs
Negative
217
0.8% of msgs
Neutral
23,530
86.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

3,443 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 552:000.22→-0.33Δ-0.55
  • 596:000.13→-0.36Δ-0.49
  • 117:00-0.02→0.42Δ+0.44
  • 597:00-0.36→0.00Δ+0.36
  • 300:000.11→0.46Δ+0.35
  • 128:000.06→0.40Δ+0.34

Mood regime · per minute

631 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

631 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 158:00EMOTES×7.5clip suggested Watch VOD

    51 emote msgs — ×7.5 the average

    • meowpoke: SCUBA put that on jah '
    • not2soon: not2soon subscribed with Prime. They've subscribed for 4 months, currently on a
  2. 180:00EMOTES×6.5clip suggested Watch VOD

    44 emote msgs — ×6.5 the average

    • bagginssss: @Soarius ty ser
    • meowpoke: glorpNotL
  3. 181:00INFLUX×5.9clip suggested Watch VOD

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

    • mahleaak: @The_ANKER brother..
    • StealthCIobber: SHUT THE FUCK UP
  4. 256:00SPIKE×6.1clip suggested Watch VOD

    264 msgs — ×6.1 the stream average

    • blackcheckers: THERE IT IS
    • pcnumbaone: vvvvvvvvvvvvvvvvvvvv
  5. 280:00EMOTES×8.9clip suggested Watch VOD

    60 emote msgs — ×8.9 the average

    • Symbyy: GIGACHAD i know
    • ChurchwasTaken: Why smoke and then flash after?

Keyword tracker

TOP 14
  • match2,184
  • will1,274
  • team1,168
  • this1,014
  • next966
  • that939
  • minutes830
  • summit732
  • summit's706
  • matchtime618
  • lets614
  • they574
  • official559
  • summits552

Bot radar

6 FLAGGED
SuspectMsgsScoreConfSignals
fossabot1,2591.00knownknown bot account
vaultdweller678100.45mediumrepeated one message ×6 (60% of output)
mochinpra90.45mediumrepeated one message ×6 (67% of output)
p0calypse77770.45mediumrepeated one message ×4 (57% of output)
kentrolaltdel50.45mediumrepeated one message ×4 (80% of output)
nomad3250.45mediumrepeated one message ×4 (80% of output)

Emote pulse

TOP 8
  • LUL1,394
  • sumPls969
  • sum1g867
  • sumLove688
  • peepoCheer611
  • sumBuhblam578
  • sumMolly337
  • sumSmash182

Evidence tape

6 MSGS
  • 00:00yttam_mattyOPENER

    ASSEMBLE

  • 11:00ChillinPepperrPING

    hey @summit1g

  • 11:00PeepoFrog_PING

    @summit1g you not playing the new tarkov thing??

  • 11:00LindenkronPING

    @summit1g cant rig the game.

  • 13:00Kickn__NZPING

    @summit1g when we gonan do some case openings PAUSERS

  • 13:00SnakeVenomVPING

    SnakeVenomV watched 100 consecutive streams and sparked a watch streak! Thank you for being there through all the years

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
6
suspects flagged
MSGS 27,190CHATTERS 4574POS 3,443NEG 217TOP KEYWORD “MATCH” ×2184GINI 0.704BOTS 6PEAK ×8.9 @ 280m

summit1g stream analytics summary

summit1g's Counter-Strike stream "MATCH DAY !starforge @StarforgeSystems" on Aug 04, 2026 generated 27,190 messages from 4,574 unique chatters (43.1 msgs/min average, peaking at 351/min). Sentiment ran 3,443 positive vs 217 negative, and the top keyword was "match" (×2184). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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