Valkyrae - Just Chatting stream analytics - Jul 17, 2026
FULL STREAM INTELLIGENCE · Just Chatting
Jul 17, 2026 · VOD 2822196713
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 195:00-0.12→0.21Δ+0.33
- 586:00-0.02→0.30Δ+0.32
- 373:000.00→0.31Δ+0.31
- 73:000.07→-0.21Δ-0.28
- 160:000.30→0.03Δ-0.27
- 196:000.21→-0.06Δ-0.27
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
52 first-time chatters in one minute (raid-like influx)
- manlikemike_7: what time is your class?
- itssophiexox: @dl2879 read the title
69 first-time chatters in one minute (raid-like influx)
- doughboy523: good morning
- WillTheThrill702: Did they wake you up last night with how loud they were??
55 first-time chatters in one minute (raid-like influx)
- theneweara: Did you sleep well professor?? <3 <3 <3 <3
- roraicious: im getting ready w u
55 first-time chatters in one minute (raid-like influx)
- opdizzzy: HE FOUGHT THE DEAN AND GOT THROWN IN THE POOL
- bikeyfialla: who is a good pick for the streamer awards
86 first-time chatters in one minute (raid-like influx)
- itscraigo7: love it slayyy
- brine_music: Lud says hes gonna awtch you too
Keyword tracker
- cinna1,554
- good1,318
- that1,262
- emily1,224
- this1,155
- lmao1,026
- class1,000
- just886
- what781
- like734
- your670
- they659
- with649
- have585
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 351 | 1.00 | known | known bot account |
| camahof | 34 | 0.55 | medium | 30 messages fired <2s apart · 9.1 msgs/min sustained |
| bigfootshrimp | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| ntfernando | 29 | 0.45 | medium | repeated one message ×15 (52% of output) |
| ghostmm750 | 18 | 0.45 | medium | repeated one message ×15 (83% of output) |
| ray_2509 | 14 | 0.45 | medium | repeated one message ×8 (57% of output) |
| karyup | 14 | 0.45 | medium | repeated one message ×7 (50% of output) |
| laina_isccol | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| gabriellive238 | 11 | 0.45 | medium | repeated one message ×7 (64% of output) |
| gold__blade | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| lolopuffy | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| umaycallmepapi | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| i0nata_ | 7 | 0.45 | medium | repeated one message ×6 (86% of output) |
| letsplay2424 | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| muyver | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
Emote pulse
- LUL2,576
- raeHi1,025
- raeMhm850
- raeKek584
- raeWoo566
- raeHUG532
- raeNote418
- raeHehe392
Evidence tape
- 00:00FossabotOPENER
Valkyrae just went live! They're playing Just Chatting! MUGA
- 02:00moana_nalaPING
I LOVED YOUR CLASS RAE! IT WAS SO GOOD! @valkyrae
- 02:00woke_drewPING
@Valkyrae yesterdays music muted part of the VOD anyway ol
- 04:00oshey86PING
@Valkyrae didnt all the noise outside your room wake you up last night lol
- 04:00fox_da_roninWALL
sixxis1HamKiss sixxis1HamKiss sixxis1HamKiss sixxis1HamKiss sixxis1HamKiss sixxis1HamKiss sixxis1HamKiss sixxis1HamKiss
- 06:00fox_da_roninWALL
sixxis1BabyhamRain sixxis1BabyhamRain sixxis1BabyhamRain sixxis1BabyhamRain sixxis1BabyhamRain sixxis1BabyhamRain sixxis
Valkyrae stream analytics summary
Valkyrae's Just Chatting stream "professor rae gets ready for class DAY 2 (not live on yt because tech issues)" on Jul 17, 2026 generated 72,804 messages from 6,799 unique chatters (108.7 msgs/min average, peaking at 545/min). Sentiment ran 9,073 positive vs 725 negative, and the top keyword was "cinna" (×1554). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.