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CallofDuty_Esports — Call of Duty: Black Ops 7 stream analytics — Jul 17, 2026

FULL STREAM INTELLIGENCE · Call of Duty: Black Ops 7

Jul 17, 2026 · VOD 2822347311

Chat mood & viewers

22,195 MSGS
Positive
2,205
9.9% of msgs
Negative
285
1.3% of msgs
Neutral
19,705
88.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

2,205 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 117:000.21→-0.20Δ-0.41

Mood regime · per minute

479 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

479 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 01:00EMOTES×5.2clip suggested Watch VOD

    37 emote msgs — ×5.2 the average

    • milkzmazz: raise your hand if you would let alley beat you senseless
    • mrpopemmfs: HELL YEEEAAAHHH
  2. 19:00INFLUX×4.1clip suggested Watch VOD

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

    • Nightbot: Earn Drops by watching on the Call of Duty Esports Twitch Channel: https://www.t
    • m4sterdylan: nium the goat
  3. 22:00INFLUX×9.3clip suggested Watch VOD

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

    • hempzoso: the least professional kid in the league
    • lukefly: BULLLSHIT
  4. 22:00SPIKE×4.9clip suggested Watch VOD

    225 msgs — ×4.9 the stream average

    • hempzoso: the least professional kid in the league
    • lukefly: BULLLSHIT
  5. 180:00INFLUX×10.7clip suggested Watch VOD

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

    • Khalyria_: oh my god
    • LoreAccurateV: wooooooooooow

Keyword tracker

TOP 14
  • drops1,285
  • twitch967
  • esports951
  • that770
  • optic755
  • they724
  • this717
  • https568
  • watching558
  • scrap533
  • call517
  • duty498
  • earn489
  • callofduty481

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot6311.00knownknown bot account
sandoval0172520.45mediumrepeated one message ×33 (63% of output)
erprinsen200.45mediumrepeated one message ×11 (55% of output)
lambertt_28200.45mediumrepeated one message ×14 (70% of output)
tcoolman9013190.45mediumrepeated one message ×10 (53% of output)
emby21_150.45mediumrepeated one message ×10 (67% of output)
eldehidalgo_110.45mediumrepeated one message ×6 (55% of output)
t_o_ivi_ivi_y__g_e_e100.45mediumrepeated one message ×5 (50% of output)
cosangbrillant180.45mediumrepeated one message ×4 (50% of output)
emmaliefalconi80.45mediumrepeated one message ×4 (50% of output)
coyote_carniceiro80.45mediumrepeated one message ×7 (88% of output)
not_vretyil70.45mediumrepeated one message ×4 (57% of output)
pummelschnee70.45mediumrepeated one message ×4 (57% of output)
dieison00770.45mediumrepeated one message ×7 (100% of output)
t5rib70.45mediumrepeated one message ×4 (57% of output)

Emote pulse

TOP 8
  • LUL698
  • voyagxHYDRATE635
  • DinoDance538
  • PewPewPew322
  • txkeogLulu314
  • TwitchConHYPE279
  • luvlexSussy278
  • thumpCast271

Evidence tape

6 MSGS
  • 00:00NightbotOPENER

    Participate in The ESL Championship Pack Giveaway for a chance to win The 2026 CDL Championship Tracer Tracer Pack: BIT.

  • 03:00slipreemWALL

    TwitchConHYPE SUBtember TwitchConHYPE SUBtember TwitchConHYPE SUBtember TwitchConHYPE SUBtember TwitchConHYPE SUBtember

  • 51:00InfislivePING

    no drops today? @CallofDuty_Esports

  • 90:00latskipPING

    @callofduty_esports lets collab LATSkip Skin if you prefer

  • 167:00TenCommandmentWALL

    raitoggRaupyGG raitoggRaupyGG raitoggRaupyGG raitoggRaupyGG raitoggRaupyGG raitoggRaupyGG raitoggRaupyGG raitoggBleh rai

  • 180:00Spencec678PING

    Wassup @CallofDuty_Esports & Everybody Good evening juzyfrHey juzyfrLove vampx1Hype vampx1Hype vampx1Hype

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
1
mood swings
Bots
15
suspects flagged
MSGS 22,195CHATTERS 4217POS 2,205NEG 285TOP KEYWORD “DROPS” ×1285GINI 0.656BOTS 15PEAK ×10.7 @ 180m

CallofDuty_Esports stream analytics summary

CallofDuty_Esports's Call of Duty: Black Ops 7 stream "Call of Duty League Championship Weekend | Day 2" on Jul 17, 2026 generated 22,195 messages from 4,217 unique chatters (46.3 msgs/min average, peaking at 424/min). Sentiment ran 2,205 positive vs 285 negative, and the top keyword was "drops" (×1285). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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