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caseoh_ - Games + Demos stream analytics - Jul 17, 2026

FULL STREAM INTELLIGENCE · Games + Demos

Jul 17, 2026 · VOD 2821981444

Chat mood & viewers

12,254 MSGS
Positive
1,342
11.0% of msgs
Negative
153
1.2% of msgs
Neutral
10,759
87.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,342 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

18 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

18 MIN1 PEAKS

Auto-detected moments · clip suggestions

2 DETECTED2 CLIP-WORTHY
  1. 17:00EMOTES×3.3clip suggested Watch VOD

    99 emote msgs — ×3.3 the average

    • arcvoa: WHAT EXACTLY IS IN IT.....?
    • YoZevii: SOME GREEN HERBS
  2. 17:00SPIKE×3.2clip suggested Watch VOD

    2164 msgs — ×3.2 the stream average

    • arcvoa: WHAT EXACTLY IS IN IT.....?
    • YoZevii: SOME GREEN HERBS

Keyword tracker

TOP 14
  • case761
  • stream530
  • streak422
  • what414
  • watch409
  • streams400
  • watched377
  • consecutive377
  • sparked377
  • your279
  • that229
  • back188
  • this185
  • just183

Bot radar

1 FLAGGED
SuspectMsgsScoreConfSignals
nightbot141.00knownknown bot account

Emote pulse

TOP 8
  • caseohDailydoodlestwerk360
  • caseohPink342
  • caseohSpookydailydoodles262
  • NotLikeThis257
  • caseohDailydoodledance252
  • caseohPinkballon216
  • LUL147
  • caseohComeoncuh100

Evidence tape

6 MSGS
  • 00:00SolidFriskyOPENER

    WELL

  • 03:00sleuthingsherlockWALL

    caseohDailydoodlestwerk caseohDailydoodlestwerk caseohDailydoodlestwerk caseohDailydoodlestwerk caseohDailydoodlestwerk

  • 04:00medina4303PING

    @caseoh_ are u in a tank

  • 04:00LizzytheColliePING

    YOU LOOK SLIM AND IN SHAPE @caseoh_

  • 05:00koalabaconmanPING

    GET BETTER INTERNET FAT BOY @caseoh_

  • 05:00NightbotPING

    Subscribe to Case's YT Channel!!! https://www.youtube.com/@caseoh_

Moments
2
auto-detected
Clip-worthy
2
intensity ≥1.8
Flips
0
mood swings
Bots
1
suspects flagged
MSGS 12,254CHATTERS 4068POS 1,342NEG 153TOP KEYWORD “CASE” ×761GINI 0.493BOTS 1PEAK ×3.3 @ 17m

caseoh_ stream analytics summary

caseoh_'s Games + Demos stream "🟨SPOOKY TIME🟨" on Jul 17, 2026 generated 12,254 messages from 4,068 unique chatters (680.8 msgs/min average, peaking at 2164/min). Sentiment ran 1,342 positive vs 153 negative, and the top keyword was "case" (×761). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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