Valkyrae - Just Chatting stream analytics - Jul 18, 2026
FULL STREAM INTELLIGENCE · Just Chatting
Jul 18, 2026 · VOD 2823010287
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 171:000.25→-0.30Δ-0.55
- 334:000.40→0.04Δ-0.36
- 348:00-0.33→0.03Δ+0.36
- 222:00-0.18→0.17Δ+0.35
- 162:000.38→0.06Δ-0.32
- 200:000.25→-0.07Δ-0.32
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
129 first-time chatters in one minute (raid-like influx)
- duckyquark1: VoteYea VoteYea VoteYea VoteYea
- vannqpo: isn’t it day 4?
53 first-time chatters in one minute (raid-like influx)
- robm0227: Good morning rae and chat!!!
- RatbaGames: she getting expelled
54 first-time chatters in one minute (raid-like influx)
- espress_joy: what abt Aisha??
- excellsir: Not allowed lol
61 first-time chatters in one minute (raid-like influx)
- m3rryir3n3: what time are you heading to your class?
- aceisaking134: I thought that she got expelled
61 first-time chatters in one minute (raid-like influx)
- Oyashiro_1250: pretty sure he know how much you care about QT and how much QT cares about you ,
- mandarangkal: yayy class stream
Keyword tracker
- cinna1,663
- emily1,518
- that1,474
- this1,376
- good1,319
- class1,094
- lmao912
- what887
- your850
- just844
- with808
- like767
- chat752
- stream688
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 408 | 1.00 | known | known bot account |
| pucepine | 22 | 0.55 | medium | 20 messages fired <2s apart · 12.6 msgs/min sustained |
| ananonymousgifter | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| lonestarlife | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| lxrubenxl | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| basic_teardrop | 40 | 0.45 | medium | repeated one message ×25 (63% of output) |
| rme0f1 | 35 | 0.45 | medium | repeated one message ×21 (60% of output) |
| the_thug_pug_ | 19 | 0.45 | medium | repeated one message ×10 (53% of output) |
| meily | 14 | 0.45 | medium | repeated one message ×7 (50% of output) |
| jags64 | 13 | 0.45 | medium | repeated one message ×9 (69% of output) |
| voic | 12 | 0.45 | medium | repeated one message ×7 (58% of output) |
| gd15h | 12 | 0.45 | medium | repeated one message ×11 (92% of output) |
| falcon1012 | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| targettgg | 10 | 0.45 | medium | repeated one message ×9 (90% of output) |
| ray_2509 | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
Emote pulse
- LUL1,532
- raeHUG1,459
- raeHi1,200
- raeMhm1,096
- raeBum982
- raeClaps854
- raeVibe754
- raeKek722
Evidence tape
- 00:00NatashaLydiaOPENER
YAAY live
- 03:00vannqpoPING
who’s your homecoming date @valkyrae
- 03:00azaibaPING
did u see the guapo clip @valkyrae
- 04:00moana_nalaPING
@valkyrae do you know what happens after the 3rd strike?
- 04:00jotello10PING
@Valkyrae did you see the MeesterKeem clip?
- 06:00moana_nalaPING
@valkyrae do you know what happens after the 3rd stike?
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 18, 2026 generated 74,980 messages from 6,405 unique chatters (107.3 msgs/min average, peaking at 511/min). Sentiment ran 8,894 positive vs 591 negative, and the top keyword was "cinna" (×1663). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.