shroud avatar

shroud - Halo: Campaign Evolved stream analytics - Jul 23, 2026

FULL STREAM INTELLIGENCE · Halo: Campaign Evolved

Jul 23, 2026 · VOD 2827054673

Chat mood & viewers

7,707 MSGS
Positive
1,210
15.7% of msgs
Negative
114
1.5% of msgs
Neutral
6,383
82.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,210 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 201:000.17→-0.43Δ-0.60
  • 172:000.04→0.52Δ+0.48
  • 88:000.53→0.06Δ-0.47
  • 93:000.03→0.46Δ+0.43
  • 160:000.03→0.36Δ+0.33
  • 182:000.08→0.40Δ+0.32

Mood regime · per minute

202 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

202 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 15:00EMOTES×5.1clip suggested Watch VOD

    24 emote msgs — ×5.1 the average

    • MilkingDepartment: this is they interactive art book NODDERS
    • Kylnzz: the music is heavenly
  2. 18:00EMOTES×4.7clip suggested Watch VOD

    22 emote msgs — ×4.7 the average

    • oCallMeViper: MrDestructoid
    • UkaszGra: Microsoft is something else
  3. 18:00INFLUX×3.3clip suggested Watch VOD

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

    • oCallMeViper: MrDestructoid
    • UkaszGra: Microsoft is something else
  4. 30:00INFLUX×4clip suggested Watch VOD

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

    • lytrass: This is extended yess
    • jumpingdonuts: oh yeah borderless fullscreen has that issue commonly
  5. 30:00SPIKE×3.1clip suggested Watch VOD

    118 msgs — ×3.1 the stream average

    • lytrass: This is extended yess
    • jumpingdonuts: oh yeah borderless fullscreen has that issue commonly

Keyword tracker

TOP 14
  • this575
  • halo355
  • game323
  • they320
  • that286
  • just212
  • shroud204
  • like196
  • good173
  • with167
  • looks158
  • have157
  • what147
  • legendary119

Bot radar

4 FLAGGED
SuspectMsgsScoreConfSignals
fossabot851.00knownknown bot account
chiefnug110.45mediumrepeated one message ×6 (55% of output)
knoxxc110.45mediumrepeated one message ×6 (55% of output)
v15ion78980.45mediumrepeated one message ×5 (63% of output)

Emote pulse

TOP 8
  • LUL476
  • HUH74
  • KEKW73
  • Kreygasm59
  • PewPewPew45
  • shroudDab36
  • atpRtsd434
  • Pog31

Evidence tape

6 MSGS
  • 00:00izzy_tvOPENER

    1st

  • 03:00prince10beePING

    Hey @shroud, what's new?

  • 05:00king_of_noobsPING

    @shroud there was a static broke sound, then nothing

  • 05:00xcarexlessxPING

    @shroud do you think the new halo will be good?

  • 09:00necessaryevil369PING

    Would u ever go VEGAN @shroud ?

  • 09:00jelogtrPING

    @shroud where is agarthas entrance

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
4
suspects flagged
MSGS 7,707CHATTERS 1947POS 1,210NEG 114TOP KEYWORD “THIS” ×575GINI 0.603BOTS 4PEAK ×5.1 @ 15m

shroud stream analytics summary

shroud's Halo: Campaign Evolved stream "HALO CE REMAKE! TIME TO CO-OP LEGENDARY AND GET OUR MEAT BEAT" on Jul 23, 2026 generated 7,707 messages from 1,947 unique chatters (38.2 msgs/min average, peaking at 118/min). Sentiment ran 1,210 positive vs 114 negative, and the top keyword was "this" (×575). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

Ask me something about the stream