Ludwig - Streamer University stream analytics - Jul 17, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 17, 2026 · VOD 2822181764
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
no >0.25 swings detected
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
101 first-time chatters in one minute (raid-like influx)
- HayJaboi: isn’t that how caseoh got big
- lemm0nn_: they expect the persona from the clip
119 first-time chatters in one minute (raid-like influx)
- tim64: all of them.
- spiderbat9: The prime sub
37 emote msgs — ×3.7 the average
- kajosdayoff: cinnaDisgust
- toastedbricks1: HUH ron u ok
37 emote msgs — ×3.7 the average
- yourpuscallingmyname: this boys cooked but weirdly wholesome
- blakeiboi: bro what is happening
69 emote msgs — ×6.9 the average
- blakeybsmiles: not gonna work
- dearstrangesummer: Not them whooping lmao
Keyword tracker
- class1,326
- that1,227
- good999
- this997
- what929
- with876
- professor783
- subscribed761
- ludwig719
- like709
- your696
- caught672
- just574
- stream524
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 256 | 1.00 | known | known bot account |
| fatjesusttv | 35 | 0.45 | medium | repeated one message ×22 (63% of output) |
| exotik255 | 16 | 0.45 | medium | repeated one message ×11 (69% of output) |
| ccaitlynmarie | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| noctuit | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| starflwers | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| elastiky | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| gugecalu | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| dabi403 | 9 | 0.45 | medium | repeated one message ×6 (67% of output) |
| coolgameboyjohn1 | 8 | 0.45 | medium | repeated one message ×8 (100% of output) |
| toastedbricks1 | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| fallman123 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| alvin24685 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| risyaaa | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| zimpatrick | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
Emote pulse
- ludwigPRIMECHECK1,058
- LUL594
- StreamerU2026236
- Clap220
- TwitchConHYPE181
- HUH156
- Stare122
- omgBruh122
Evidence tape
- 00:00GnardDawgOPENER
yoyoyo
- 00:00alexlivethoPING
Hey @ludwig when is the class?
- 00:00CalebRPPING
@Ludwig You got fuzz on your face
- 01:00MylesNaylorPING
@ludwig u got fluff on ur face
- 01:00alexlivethoPING
@ludwig you made me making a vod channel and more on youtube thanks for the lessons
- 01:00MylesNaylorPING
@ludwig u got fluff on ur face.
Ludwig stream analytics summary
Ludwig's Streamer University stream "🤓PROFESSOR L IS IN TROUBLE🤓" on Jul 17, 2026 generated 57,884 messages from 9,781 unique chatters (212 msgs/min average, peaking at 581/min). Sentiment ran 5,035 positive vs 776 negative, and the top keyword was "class" (×1326). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.