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.
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→272m | Share |
|---|---|---|---|---|---|
| 01 | jikky__ | 373 | 0.6% | ||
| 02 | jake12345345 | 349 | 0.6% | ||
| 03 | Cat101_ | SUB | 340 | 0.6% | |
| 04 | radiofled | 310 | 0.5% | ||
| 05 | Fossabot | MODBOT | 256 | 0.4% | |
| 06 | bubba_irl | SUB | 246 | 0.4% | |
| 07 | Keytachi46 | 223 | 0.4% | ||
| 08 | internationalswindler | 222 | 0.4% | ||
| 09 | ontheHouse0 | SUB | 208 | 0.4% | |
| 10 | floralBoop | 204 | 0.4% | ||
| 11 | foundyoufromopenings | 190 | 0.3% | ||
| 12 | l_jaco | 186 | 0.3% | ||
| 13 | lennard1395 | 175 | 0.3% | ||
| 14 | Alkenvogel | SUB | 175 | 0.3% | |
| 15 | 209mimi510 | 175 | 0.3% | ||
| 16 | nxd_exe | 173 | 0.3% | ||
| 17 | namikiuu | 172 | 0.3% | ||
| 18 | knl2 | SUB | 172 | 0.3% | |
| 19 | tsukkis | 164 | 0.3% | ||
| 20 | gaming_withhawk | SUB | 160 | 0.3% |
User types · badge mix
- SUBSCRIBER7,598 · 13%
- PREMIUM7,427 · 13%
- TURBO2,169 · 4%
- FOOTBALL-FEST-20261,593 · 3%
- RAGING-WOLF-HELM1,549 · 3%
- CDAWG-CYCLETHON-5-BADGE1,391 · 2%
- PREDICTIONS1,280 · 2%
- NASA-ARTEMIS-II1,189 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 272m
192 joined in the first 2 minutes = 2% of all chatters
Most mentioned
- @ludwig308 · 199u
- @tim6463 · 55u
- @sodapoppin45 · 42u
- @prezoh25 · 23u
- @veekyie_19 · 19u
- @kierapleaze18 · 9u
- @cardcanine15 · 14u
- @salmonboy12 · 12u
Top interactors
- floralboop29
- onthehouse025
- cardcanine19
- brymstax18
- tim6418
- leon_noel16
- fannaf202515
- l_jaco15
Chat 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.
- 05:00thatvrgamer7WALL
NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis PogChamp PogChamp PogCha
- 05:00jordaz8WALL
ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK l
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS8.7%
- QUESTIONS5.4%
- MENTIONS3.2%
- COMMANDS0.1%
Top multiplier
- 02LUL×594
- 03StreamerU2026×236
- 04Clap×220
Emote leaderboard
- ludwigPRIMECHECK×1,058
- LUL×594
- StreamerU2026×236
- Clap×220
- TwitchConHYPE×181
- HUH×156
- Stare×122
- omgBruh×122
- ICANT×119
- OMEGALUL×86
- stabeBlue×72
- PogChamp×70
- SeemsGood×61
- NotLikeThis×54
- TheIlluminati×51
- <3×50
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | CAUGHT | ×554 | 404 | 1m→269m | VIRAL |
| 02 | OOOO | ×287 | 183 | 6m→262m | VIRAL |
| 03 | LOLL | ×204 | 90 | 8m→267m | VIRAL |
| 04 | Jackass | ×203 | 129 | 3m→256m | VIRAL |
| 05 | om ͏ | ×190 | 119 | 9m→266m | VIRAL |
| 06 | LMAO | ×167 | 133 | 4m→268m | VIRAL |
| 07 | clappi | ×143 | 110 | 57m→271m | VIRAL |
| 08 | monka | ×140 | 94 | 1m→266m | VIRAL |
| 09 | Clap | ×137 | 107 | 36m→271m | VIRAL |
| 10 | Classic | ×135 | 91 | 3m→262m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 05:00thatvrgamer7WALL
NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis NotLikeThis PogChamp PogChamp PogCha
- 05:00jordaz8WALL
ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK l
- 19:00pranavvvbWALL
hi Lud - full transparency (I didn’t see your class yesterday) but seeing as you are creating the deck for your class I
- 46:00johnathan_18492WALL
ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK l
- 50:00johnathan_18492WALL
ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK l
- 222:00jozendesuPEAK
farming ideas mhm
- 222:00justmenickkPEAK
Good job Ludwig that was awesome
User colors
Participation inequality
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Community split
Lorenz curve · cumulative share
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
- 1 msg4,283USERS4,283MSGS7.4%
- 2-4 msgs3,032USERS7,967MSGS13.8%
- 5-19 msgs1,872USERS16,704MSGS28.9%
- 20+ msgs594USERS28,930MSGS50.0%
594 super-active users (6.1% of chatters) wrote 50% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @ludwig308 · by 199 users
- @tim6463 · by 55 users
- @sodapoppin45 · by 42 users
- @prezoh25 · by 23 users
- @veekyie_19 · by 19 users
- @kierapleaze18 · by 9 users
- @cardcanine15 · by 14 users
- @salmonboy12 · by 12 users
- @radiofled12 · by 10 users
- @floralboop11 · by 8 users
Top interactors
- floralboop29 sent
- onthehouse025 sent
- cardcanine19 sent
- brymstax18 sent
- tim6418 sent
- leon_noel16 sent
- fannaf202515 sent
- l_jaco15 sent
- sushant50214 sent
- zakiazihrun14 sent
Badge mix
- SUBSCRIBER7598 · 13%
- PREMIUM7427 · 13%
- TURBO2169 · 4%
- FOOTBALL-FEST-20261593 · 3%
- RAGING-WOLF-HELM1549 · 3%
- CDAWG-CYCLETHON-5-BADGE1391 · 2%
- PREDICTIONS1280 · 2%
- NASA-ARTEMIS-II1189 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | sushant502 | → | ludwig | 13 | |
| 02 | atlessc54 | → | ludwig | 9 | |
| 03 | pagen | → | kierapleaze | 8 | |
| 04 | brymstax | → | ludwig | 7 | |
| 05 | jayteelovestoes | → | ludwig | 6 | |
| 06 | daeonfielda | → | ludwig | 6 | |
| 07 | jenjerx | → | ludwig | 5 | |
| 08 | supitsmikel | → | ludwig | 5 | |
| 09 | leon_noel | → | mookie | 5 | |
| 10 | dysl3xic_panda | → | ludwig | 4 | |
| 11 | midzito | → | ludwig | 4 | |
| 12 | liamthelime4 | → | ludwig | 4 |
Chat 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.
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
no viewer track captured
Engagement quality
Brand safety
- PROFANITY0.8%
- CAPS RAGE8.7%
- SPAM/PASTA5.3%
- BOT MSGS0.4%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | obp.gg | ×50 | 1 | 3m→271m | BOT TIMER |
| LINK | discord.gg | ×50 | 1 | 11m→271m | BOT TIMER |
| LINK | twitch.tv | ×26 | 14 | 9m→267m | ORGANIC |
| LINK | twitch.amazon.com | ×19 | 1 | 14m→265m | BOT TIMER |
| LINK | offbrand.games | ×17 | 1 | 18m→268m | BOT TIMER |
| CMD | !time | ×15 | 14 | 1m→162m | ORGANIC |
| CMD | !watchtime | ×5 | 4 | 190m→267m | ORGANIC |
| LINK | bit.ly | ×4 | 1 | 3m→184m | BOT TIMER |
| CMD | !gamble | ×3 | 3 | 6m→267m | ORGANIC |
| CMD | !class | ×3 | 3 | 25m→26m | ORGANIC |
| LINK | youtube.com | ×2 | 1 | 6m→32m | BOT TIMER |
| CMD | !secretsauce | ×2 | 2 | 31m→72m | ORGANIC |
| CMD | !prime | ×2 | 1 | 179m→179m | ORGANIC |
| CMD | !discord | ×2 | 2 | 240m→266m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.9%
- EN18.8%
- OTHER / EMOTE-ONLY80.3%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
- streamer_alpha34% shared
- streamer_beta21% shared
- streamer_gamma9% shared
- streamer_delta4% shared
shared active chatters · real version needs chat dumps of candidate streamers
Growth track
real version fetches channel history via twitchtracker / helix
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.