Bonnie - Streamer University stream analytics - Jul 17, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 17, 2026 · VOD 2822391848
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 1964:000.56→0.05Δ-0.51
- 2054:000.34→-0.17Δ-0.51
- 636:000.53→0.04Δ-0.49
- 2206:000.43→-0.05Δ-0.48
- 635:000.06→0.53Δ+0.47
- 2060:000.03→0.50Δ+0.47
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
41 emote msgs — ×10.4 the average
- GYNECHIATRIST: not like you’re about to kill someone sob
- todesengel_44: photogenic people thinking they not photogenic
56 emote msgs — ×14.2 the average
- 314_dark: WW GMA WW therapy
- jp_breezy: WW venting
41 emote msgs — ×10.4 the average
- cluckwuck: Emotional
- StreamElements: 4x Clap combo
45 emote msgs — ×11.4 the average
- FRlCTI0N: is he gloving
- hypersc0pe_: yeah sounds right
50 emote msgs — ×12.7 the average
- 314_dark: ono 42 is up
- joejumbo6969: is that rdm?
Keyword tracker
- bonnie4,532
- that2,856
- raph2,798
- dans2,569
- this2,412
- just1,900
- good1,697
- they1,644
- lmao1,634
- oooo1,594
- what1,530
- agahi1,511
- like1,431
- chat1,266
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 1,351 | 1.00 | known | known bot account |
| streamelements | 630 | 1.00 | known | known bot account |
| timboslice710 | 2,217 | 0.55 | medium | 268 messages fired <2s apart · 8.7 msgs/min sustained |
| lightningphoenix10 | 248 | 0.55 | medium | 16 messages fired <2s apart · 6.1 msgs/min sustained |
| jenyaftw | 18 | 0.55 | medium | 15 messages fired <2s apart · 9.7 msgs/min sustained |
| studiolowkey | 17 | 0.45 | medium | repeated one message ×9 (53% of output) |
| reem321 | 16 | 0.45 | medium | repeated one message ×9 (56% of output) |
| ray_2509 | 13 | 0.45 | medium | repeated one message ×8 (62% of output) |
| soccerdude07 | 11 | 0.45 | medium | repeated one message ×7 (64% of output) |
| ghoststwitchhaha | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| erickmercs | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| itssimplypaco | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| abcdwfghigk | 8 | 0.45 | medium | repeated one message ×6 (75% of output) |
| cultureslush | 7 | 0.45 | medium | repeated one message ×5 (71% of output) |
| cptmorgan132 | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
Emote pulse
- LUL1,982
- omePfft1,807
- bnrL859
- bnrDance716
- bnrOm716
- bnrWIGGLE580
- bnrCheering579
- bnrO7570
Evidence tape
- 00:0077madman_OPENER
Muted
- 00:00FossabotPING
Road to 100k! Subscribe: www.youtube.com/@BonniesClips 🐰
- 01:00FossabotPING
www.youtube.com/@BonniesClips 🐰 www.youtube.com/@bonnierabbitLIVE 🐰 www.youtube.com/@BonnieTwitchVod
- 01:00FossabotPING
www.youtube.com/@BonniesClips 🐰 www.youtube.com/@bonnierabbitLIVE 🐰 www.youtube.com/@BonnieTwitchVod
- 03:00FossabotPING
Howdy Instagram: instagram.com/bonnierabbit Twitter: twitter.com/bonniewords Discord: discord.gg/bonnierabbit Reddit: re
- 05:00notxrj_PING
Are u part of the PD now? @bonnie
Bonnie stream analytics summary
Bonnie's Streamer University stream "STREAMER UNIVERSITY DAY 3!!! ⭐️ BEST STUDENT POV ⭐️" on Jul 17, 2026 generated 158,810 messages from 6,762 unique chatters (62.5 msgs/min average, peaking at 437/min). Sentiment ran 14,873 positive vs 969 negative, and the top keyword was "bonnie" (×4532). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.