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caseoh_ - Just Chatting stream analytics - Jul 25, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Jul 25, 2026 · VOD 2828357512

Chat mood & viewers

128,423 MSGS
Positive
14,871
11.6% of msgs
Negative
3,390
2.6% of msgs
Neutral
110,162
85.8% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

14,871 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 249:000.150.51Δ+0.36
  • 207:00-0.120.16Δ+0.28
  • 179:000.050.32Δ+0.27

Mood regime · per minute

251 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

251 MIN4 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00INFLUX×4.8clip suggested Watch VOD

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

    • totallyhdkdoc: NOOOOOOOOOOOO
    • lizzy_8573: Hiii cassseeee
  2. 06:00EMOTES×7.6clip suggested Watch VOD

    413 emote msgs — ×7.6 the average

    • invincibyl: invincibyl watched 5 consecutive streams and sparked a watch streak! 8
    • MySweetDaniela: NEED MORE PINK MERCH PLS
  3. 07:00EMOTES×11.4clip suggested Watch VOD

    617 emote msgs — ×11.4 the average

    • xoxoflowerw: iacoPause iacoPause iacoPause iacoThankyouthankyouthan iacoThankyouthankyouthan
    • caseohfundido: caseohGrenadegreen caseohGrenadegreen caseohGrenadegreen caseohGrenadegreen case
  4. 08:00EMOTES×9.7clip suggested Watch VOD

    525 emote msgs — ×9.7 the average

    • fallnfrog: MercyWing1 MercyWing2
    • caseohsleft3rdbutthair: Kappa Kappa
  5. 09:00EMOTES×8.9clip suggested Watch VOD

    480 emote msgs — ×8.9 the average

    • spooky_broad: BagOfMemes BagOfMemes BagOfMemes BagOfMemes BagOfMemes BagOfMemes BagOfMemes
    • yourcutepuppyboyfinn: OhMyDog OhMyDog OhMyDog OhMyDog OhMyDog OhMyDog OhMyDog OhMyDog OhMyDog OhMyDog

Keyword tracker

TOP 14
  • case3,635
  • that3,354
  • this2,561
  • what1,945
  • streak1,664
  • like1,652
  • watch1,572
  • lmao1,487
  • streams1,389
  • subscribed1,345
  • watched1,330
  • consecutive1,308
  • sparked1,308
  • just1,254

Bot radar

15 FLAGGED
SuspectMsgsScoreConfSignals
nightbot1631.00knownknown bot account
orkle4ko250.55medium3 messages fired <2s apart · 11.1 msgs/min sustained
12valveboden220.55medium20 messages fired <2s apart · 22 msgs/min sustained
haileymcke210.55medium3 messages fired <2s apart · 21 msgs/min sustained
obama43inohio7210.55medium6 messages fired <2s apart · 8.9 msgs/min sustained
tepaki1890180.55medium13 messages fired <2s apart · 18 msgs/min sustained
randombanditfromskyrim150.55medium14 messages fired <2s apart · 15 msgs/min sustained
bones0701110.55medium10 messages fired <2s apart · 11 msgs/min sustained
vshaal_m100.55medium3 messages fired <2s apart · 10 msgs/min sustained
budaddie550.45mediumrepeated one message ×36 (65% of output)
alien_kitty14200.45mediumrepeated one message ×10 (50% of output)
ethan347658690110.45mediumrepeated one message ×9 (82% of output)
squitman92100.45mediumrepeated one message ×5 (50% of output)
sunjandrale90.45mediumrepeated one message ×5 (56% of output)
elijahkennedy2280.45mediumrepeated one message ×4 (50% of output)

Emote pulse

TOP 8
  • caseohSpookydailydoodles8,611
  • LUL6,548
  • caseohDailydoodlestwerk6,453
  • caseohLife5,697
  • caseohDailydoodledance4,788
  • caseohPink4,349
  • caseohKittyyy3,802
  • caseohComeoncuh3,600

Evidence tape

6 MSGS
  • 00:00shonniebonnie0OPENER

    yooo

  • 00:00Mobrack2026PING

    Hello @caseoh_ the delitindibiously dellicios doobious doobering goober!

  • 00:00b7nnettPING

    THE WORDLE IS HARD @caseohHE WORDLE IS HARD @caseoh_

  • 00:00ItsTwoostPING

    @caseoh_ Hello sunshine!

  • 01:00xChonchiPING

    @caseoh_ try the word RADIO as ur starter, more vowels

  • 02:00CuccoboPING

    Cuccobo subscribed with Prime. They've subscribed for 14 months, currently on a 13 month streak! @caseoh_ Mic sounds bea

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
3
mood swings
Bots
15
suspects flagged
MSGS 128,423CHATTERS 17896POS 14,871NEG 3,390TOP KEYWORD “CASE” ×3635GINI 0.707BOTS 15PEAK ×12.1 @ 11m

caseoh_ stream analytics summary

caseoh_'s Just Chatting stream "🟨LOSING MY MIND🟨" on Jul 25, 2026 generated 128,423 messages from 17,896 unique chatters (511.6 msgs/min average, peaking at 686/min). Sentiment ran 14,871 positive vs 3,390 negative, and the top keyword was "case" (×3635). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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