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caseoh_ - Just Chatting stream analytics - Jul 21, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 21, 2026 · VOD 2825075436

Chat mood & viewers

130,109 MSGS
Positive
14,264
11.0% of msgs
Negative
3,103
2.4% of msgs
Neutral
112,742
86.7% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

14,264 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 224:00-0.130.14Δ+0.27
  • 257:000.190.46Δ+0.27

Mood regime · per minute

258 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

258 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×4.7clip suggested Watch VOD

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

    • farahvemannars: what we doin
    • linnear2: CASEEEEEEEEE
  2. 04:00INFLUX×5.2clip suggested Watch VOD

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

    • lazylucas117: LAZYLUCAs
    • NitroKnightGaming: Yo @caseoh_
  3. 07:00EMOTES×11.4clip suggested Watch VOD

    557 emote msgs — ×11.4 the average

    • wearecaseoh: PopCorn PopCorn PopCorn PopCorn PopCorn PopCorn
    • cowboychick3ns: cowboychick3ns is gifting 10 Tier 1 Subs to caseoh_'s community! They've gifted
  4. 08:00EMOTES×11.3clip suggested Watch VOD

    553 emote msgs — ×11.3 the average

    • jinxieqt_3: WutFace WutFace WutFace WutFace WutFace WutFace WutFace WutFace WutFace WutFace
    • kholl19: caseohArt caseohArt caseohArt caseohArt caseohArt caseohArt caseohArt
  5. 09:00EMOTES×12.2clip suggested Watch VOD

    597 emote msgs — ×12.2 the average

    • buggyappl3dre4m: caseohDailydoodledance caseohDailydoodledance caseohDailydoodledance caseohDaily
    • gapoke21: cbeefDemo cbeefDemo cbeefDemo cbeefDemo

Keyword tracker

TOP 14
  • that4,450
  • case4,216
  • this3,591
  • what2,563
  • streak1,816
  • subscribed1,727
  • watch1,657
  • like1,587
  • streams1,474
  • caseoh1,386
  • watched1,385
  • good1,376
  • consecutive1,348
  • sparked1,347

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot1891.00knownknown bot account
mozzyty420.55medium20 messages fired <2s apart · 18.3 msgs/min sustained
deformedsilver240.55medium3 messages fired <2s apart · 17.3 msgs/min sustained
rukablood23211190.55medium4 messages fired <2s apart · 13.3 msgs/min sustained
simonx921931293150.55medium7 messages fired <2s apart · 15 msgs/min sustained
tiredfiber5311140.55medium7 messages fired <2s apart · 14 msgs/min sustained
chrisredfield_isbehindyou140.55medium10 messages fired <2s apart · 6.9 msgs/min sustained
rockstar_erik140.55medium5 messages fired <2s apart · 10.9 msgs/min sustained
nicorobinlvr69110.55medium3 messages fired <2s apart · 7.5 msgs/min sustained
gtgreal110.55medium6 messages fired <2s apart · 11 msgs/min sustained
thepandello110.55medium10 messages fired <2s apart · 11 msgs/min sustained
antijynxziverse100.55medium3 messages fired <2s apart · 7.1 msgs/min sustained
annettaedgell170.45mediumrepeated one message ×14 (82% of output)
gyro_stomper67170.45mediumrepeated one message ×9 (53% of output)
caseahs120.45mediumrepeated one message ×6 (50% of output)

Emote pulse

TOP 8
  • caseohDailydoodlestwerk9,690
  • caseohSpookydailydoodles7,472
  • caseohDailydoodledance5,588
  • caseohPink4,366
  • LUL4,184
  • Yagoo4,117
  • caseohKittyyy3,876
  • caseohPetkitty2,340

Evidence tape

6 MSGS
  • 00:00tooterwangOPENER

    I GOT HERE SO FAST

  • 01:00ChaoticDvlPING

    ChaoticDvl subscribed with Prime. They've subscribed for 26 months, currently on a 25 month streak! GIMME KISS @caseoh_

  • 04:00NitroKnightGamingPING

    Yo @caseoh_

  • 04:00dusty_productionsPING

    @caseoh_ Cheer300 Yo, Waht

  • 05:00oracleGMPING

    higher chance of complications @caseoh_

  • 05:00christopherkrolllPING

    @caseoh_ how are you

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
2
mood swings
Bots
15
suspects flagged
MSGS 130,109CHATTERS 19573POS 14,264NEG 3,103TOP KEYWORD “THAT” ×4450GINI 0.698BOTS 15PEAK ×12.2 @ 9m

caseoh_ stream analytics summary

caseoh_'s Just Chatting stream "🟨LOSING MY MIND🟨" on Jul 21, 2026 generated 130,109 messages from 19,573 unique chatters (504.3 msgs/min average, peaking at 681/min). Sentiment ran 14,264 positive vs 3,103 negative, and the top keyword was "that" (×4450). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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