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Bonnie — Streamer University stream analytics — Jul 19, 2026

FULL STREAM INTELLIGENCE · Streamer University

Jul 19, 2026 · VOD 2823823188

Chat mood & viewers

52,215 MSGS
Positive
6,293
12.1% of msgs
Negative
152
0.3% of msgs
Neutral
45,770
87.7% of msgs
Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

6,293 POS
POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ
  • 383:000.03→0.54Δ+0.51
  • 344:000.06→0.53Δ+0.47
  • 353:000.00→0.41Δ+0.41
  • 345:000.53→0.13Δ-0.40
  • 249:000.09→0.48Δ+0.39
  • 236:000.38→0.00Δ-0.38

Mood regime · per minute

677 MIN
POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

677 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY
  1. 178:00EMOTES×7.5clip suggested Watch VOD

    28 emote msgs — ×7.5 the average

    • kururu622: @dat_b0i_augi happy birthday
    • InfiniteGrand: @dat_b0i_augi congratulations skyyteaW exemSturdy skyyteaW exemSturdy skyyteaW e
  2. 179:00EMOTES×11.7clip suggested Watch VOD

    44 emote msgs — ×11.7 the average

    • sofamx: bnrIgnore
    • evan7840: bnrIgnore
  3. 186:00EMOTES×8.8clip suggested Watch VOD

    33 emote msgs — ×8.8 the average

    • silvaman519: Bonnie!! bnrHypers bnrHypers bnrHypers bnrHypers bnrHypers
    • sbgamerexam: DinoDance
  4. 189:00INFLUX×8.3clip suggested Watch VOD

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

    • hypersc0pe_: @girlitsbenji arky homage today i think
    • adv28947: Heyy bonald
  5. 434:00INFLUX×11clip suggested Watch VOD

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

    • cyclone_25: arkyszN arkyszN arkyszN sob
    • usop170: ARKY RAIDDD

Keyword tracker

TOP 14
  • semi1,330
  • bonnie1,002
  • that713
  • this646
  • raph626
  • dans529
  • good519
  • randomkid517
  • just506
  • they497
  • clappi492
  • lmao491
  • agahi400
  • what381

Bot radar

10 FLAGGED
SuspectMsgsScoreConfSignals
fossabot3831.00knownknown bot account
streamelements2241.00knownknown bot account
elysiumrise160.55medium15 messages fired <2s apart · 16 msgs/min sustained
ananonymousgifter110.55medium10 messages fired <2s apart · 11 msgs/min sustained
reem321520.45mediumrepeated one message ×27 (52% of output)
sbgamerexam80.45mediumrepeated one message ×6 (75% of output)
toasttheking80.45mediumrepeated one message ×4 (50% of output)
sixhal50.45mediumrepeated one message ×4 (80% of output)
cosmic201950.45mediumrepeated one message ×4 (80% of output)
itzshoobeedooba50.45mediumrepeated one message ×5 (100% of output)

Emote pulse

TOP 8
  • LUL532
  • omePfft529
  • bnrDance466
  • bnrIgnore307
  • emiruVIBE302
  • bnrCheering272
  • bnrSpin150
  • bnrO7108

Evidence tape

6 MSGS
  • 00:00FossabotOPENER

    Bonnie just went live! They're playing Streamer University! pogg

  • 09:00FossabotPING

    Road to 100k! Subscribe: www.youtube.com/@BonniesClips 🐰

  • 19:00FossabotPING

    Road to 100k! Subscribe: www.youtube.com/@BonniesClips 🐰

  • 30:00FossabotPING

    Road to 100k! Subscribe: www.youtube.com/@BonniesClips 🐰

  • 40:00FossabotPING

    Road to 100k! Subscribe: www.youtube.com/@BonniesClips 🐰

  • 50:00FossabotPING

    Road to 100k! Subscribe: www.youtube.com/@BonniesClips 🐰

Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
10
suspects flagged
MSGS 52,215CHATTERS 3086POS 6,293NEG 152TOP KEYWORD “SEMI” ×1330GINI 0.802BOTS 10PEAK ×19.7 @ 645m

Bonnie stream analytics summary

Bonnie's Streamer University stream "STREAMER UNIVERSITY DAY 5!!! ⭐ ️BEST STUDENT POV ⭐" on Jul 19, 2026 generated 52,215 messages from 3,086 unique chatters (77.1 msgs/min average, peaking at 398/min). Sentiment ran 6,293 positive vs 152 negative, and the top keyword was "semi" (×1330). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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