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ImperialHal__ - Apex Legends stream analytics - Jul 31, 2026

FULL STREAM INTELLIGENCE · Apex Legends

Jul 31, 2026 · VOD 2833865685

Chat mood & viewers

7,338 MSGS
Positive
970
13.2% of msgs
Negative
28
0.4% of msgs
Neutral
6,340
86.4% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

970 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 139:000.001.00Δ+1.00
  • 140:001.000.00Δ-1.00
  • 164:001.000.00Δ-1.00
  • 194:001.000.00Δ-1.00
  • 163:000.131.00Δ+0.87
  • 183:000.670.00Δ-0.67

Mood regime · per minute

514 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

514 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 17:00INFLUX×6.2clip suggested Watch VOD

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

    • DwightJ: DwightJ subscribed with Prime. They've subscribed for 35 months, currently on a
    • twstee: need another flat/hal collab
  2. 41:00EMOTES×8.4clip suggested Watch VOD

    11 emote msgs — ×8.4 the average

    • pokimid_6969: @naadestar_ so
    • lottidotti9: not like us sucks
  3. 44:00EMOTES×6.9clip suggested Watch VOD

    9 emote msgs — ×6.9 the average

    • lottidotti9: to prove a point?
    • z_fire20: He was nervous playing w the ceo
  4. 56:00INFLUX×6.2clip suggested Watch VOD

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

    • Brevity8: do scrims with them mhm
    • ajahani: giggle giggle
  5. 69:00INFLUX×10.1clip suggested Watch VOD

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

    • isaiaheatsbeans: i think that was super organic
    • your_aannuuss: keon lolol

Keyword tracker

TOP 14
  • that363
  • https277
  • just259
  • this248
  • with241
  • solo224
  • like223
  • game222
  • what214
  • they204
  • subscribed196
  • lmao175
  • have170
  • scrims163

Bot radar

4 FLAGGED
SuspectMsgsScoreConfSignals
nightbot3881.00knownknown bot account
donstaken110.75highrepeated one message ×6 (55% of output) · 5 messages fired <2s apart
milli0286200.45mediumrepeated one message ×16 (80% of output)
titankillers2350.45mediumrepeated one message ×5 (100% of output)

Emote pulse

TOP 8
  • LUL440
  • imperialWiggle262
  • imperialFalcons90
  • KEKW69
  • imperialImperialSmile56
  • imperialHeart50
  • PogChamp42
  • imperialMoney36

Evidence tape

6 MSGS
  • 00:00canvckOPENER

    Yo

  • 02:00thepuddingheadPING

    what game did you play before apex? @imperialhal__

  • 04:00tacticalsneakersPING

    Do you get to play the new season early @ImperialHal__

  • 07:00imfakejamesPING

    @ImperialHal__ when is the last time you played h1z1

  • 08:00ZazabuzaoPING

    @ImperialHal__ notice me!

  • 08:00ZazabuzaoPING

    @ImperialHal__ Play bangalore or i riot

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
4
suspects flagged
MSGS 7,338CHATTERS 1326POS 970NEG 28TOP KEYWORD “THAT” ×363GINI 0.682BOTS 4PEAK ×14.5 @ 465m

ImperialHal__ stream analytics summary

ImperialHal__'s Apex Legends stream "Scrims 6 PM CT" on Jul 31, 2026 generated 7,338 messages from 1,326 unique chatters (14.3 msgs/min average, peaking at 96/min). Sentiment ran 970 positive vs 28 negative, and the top keyword was "that" (×363). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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