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byilhann - Just Chatting stream analytics - Aug 05, 2026

FULL STREAM INTELLIGENCE · Just Chatting

Aug 05, 2026 · VOD 2838109166

Chat mood & viewers

33,367 MSGS
Positive
1,775
5.3% of msgs
Negative
385
1.2% of msgs
Neutral
31,207
93.5% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

1,775 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 24:00-0.01→0.31Δ+0.32
  • 73:000.33→0.02Δ-0.31
  • 13:000.03→0.33Δ+0.30
  • 72:000.03→0.33Δ+0.30
  • 25:000.31→0.05Δ-0.26
  • 63:000.02→0.28Δ+0.26

Mood regime · per minute

228 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

228 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 03:00EMOTES×14.7clip suggested Watch VOD

    127 emote msgs — ×14.7 the average

    • hvk_lylou: COOOOOUUUUUUCOOOOOOUUUUUU
    • byzazaaa: WWWWWW TAVAIS DIT 20H30
  2. 03:00INFLUX×6clip suggested Watch VOD

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

    • hvk_lylou: COOOOOUUUUUUCOOOOOOUUUUUU
    • byzazaaa: WWWWWW TAVAIS DIT 20H30
  3. 04:00EMOTES×18.4clip suggested Watch VOD

    159 emote msgs — ×18.4 the average

    • byilahnngirl: BYILHAN sou Ariana
    • yoelaaaaaaaaaaa: WSHHHHHHHHH ARIANA
  4. 04:00INFLUX×5.5clip suggested Watch VOD

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

    • byilahnngirl: BYILHAN sou Ariana
    • yoelaaaaaaaaaaa: WSHHHHHHHHH ARIANA
  5. 05:00EMOTES×12.2clip suggested Watch VOD

    106 emote msgs — ×12.2 the average

    • nini_0903_: WWWWWWWWWW
    • im_foive08: qu’est-ce qu’il fait MDRRRR

Keyword tracker

TOP 14
  • nico713
  • mais664
  • c'est663
  • mdrrr578
  • pour463
  • wwww462
  • wwwww440
  • fait436
  • mdrrrr400
  • quoi387
  • vous365
  • mdrr339
  • wwwwww327
  • plus316

Bot radar

5 FLAGGED
SuspectMsgsScoreConfSignals
amandinee_223620.75highrepeated one message ×210 (58% of output) · 195 messages fired <2s apart
leia_la_princesse120.55medium4 messages fired <2s apart · 12 msgs/min sustained
yts_hack80.45mediumrepeated one message ×6 (75% of output)
ssc_nclf4070.45mediumrepeated one message ×4 (57% of output)
sana_02370.45mediumrepeated one message ×4 (57% of output)

Emote pulse

TOP 8
  • byilhaChoquer4,136
  • byilhaGentil2,398
  • byilhaMalveillant1,522
  • LUL1,380
  • DinoDance900
  • NotLikeThis343
  • TwitchConHYPE199
  • TwitchUnity154

Evidence tape

6 MSGS
  • 00:00mangeusedebonbonOPENER

    WWWW

  • 03:00sofiaa_15AWALL

    PewPewPew PewPewPew PewPewPew PewPewPew byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoq

  • 03:00byzazaaaWALL

    byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaMalveillant byilhaMalveillant

  • 04:00naxoo_ofWALL

    byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaChoquer byilhaCh

  • 04:00a24475fgvuuyfWALL

    byilhaMalveillant byilhaMalveillant byilhaMalveillant byilhaMalveillant byilhaMalveillant byilhaMalveillant byilhaMalvei

  • 04:00s_skz324WALL

    byilhaGentil byilhaGentil byilhaGentil byilhaGentil byilhaGentil byilhaGentil byilhaGentil byilhaGentil byilhaGentil byi

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
5
suspects flagged
MSGS 33,367CHATTERS 4093POS 1,775NEG 385TOP KEYWORD “NICO” ×713GINI 0.707BOTS 5PEAK ×18.4 @ 4m

byilhann stream analytics summary

byilhann's Just Chatting stream "ESSAYE DE NE PAS RIRE AVEC NICO" on Aug 05, 2026 generated 33,367 messages from 4,093 unique chatters (146.3 msgs/min average, peaking at 629/min). Sentiment ran 1,775 positive vs 385 negative, and the top keyword was "nico" (×713). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.

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