Ludwig — Streamer University stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823051320
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 111:000.08→-0.38Δ-0.46
- 345:000.06→-0.22Δ-0.28
- 349:00-0.24→0.01Δ+0.25
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
101 first-time chatters in one minute (raid-like influx)
- aitxayumeneko: WeDidThat
- xdCyberFrost: WWWWWWWWWW
166 first-time chatters in one minute (raid-like influx)
- razorgaming99999: WW professor LL
- fullnrgy: NOWAY LACY SENT AN L
53 emote msgs — ×5.5 the average
- sevenshiven: pudgie finally attending
- jikky__: LMFAOOOOOOO
92 first-time chatters in one minute (raid-like influx)
- sevenshiven: pudgie finally attending
- jikky__: LMFAOOOOOOO
41 emote msgs — ×4.2 the average
- kvothebloodles3: gotta make some good vidd
- star_dustt19: TransgenderPride
Keyword tracker
- that2,618
- this2,533
- with1,671
- what1,558
- good1,465
- like1,453
- ludwig1,437
- lmao1,335
- just1,326
- caught1,251
- oooo1,237
- subscribed1,236
- they1,164
- class1,104
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| fossabot | 681 | 1.00 | known | known bot account |
| ludwig | 14 | 1.00 | high | repeated one message ×14 (100% of output) · 13 messages fired <2s apart · 14 msgs/min sustained |
| kursed5ms | 8 | 0.75 | high | repeated one message ×4 (50% of output) · 4 messages fired <2s apart |
| m4ck1_ | 20 | 0.55 | medium | 6 messages fired <2s apart · 18.2 msgs/min sustained |
| fatjesusttv | 139 | 0.45 | medium | repeated one message ×94 (68% of output) |
| 1024imo | 52 | 0.45 | medium | repeated one message ×40 (77% of output) |
| ishwolfieh | 37 | 0.45 | medium | repeated one message ×19 (51% of output) |
| kurokijin | 35 | 0.45 | medium | repeated one message ×20 (57% of output) |
| infamusmikal | 34 | 0.45 | medium | repeated one message ×18 (53% of output) |
| i_is_tired | 25 | 0.45 | medium | repeated one message ×18 (72% of output) |
| kingpiggybank | 22 | 0.45 | medium | repeated one message ×18 (82% of output) |
| ignited_esper | 22 | 0.45 | medium | repeated one message ×14 (64% of output) |
| imsenseiwu | 19 | 0.45 | medium | repeated one message ×16 (84% of output) |
| noxi3429 | 16 | 0.45 | medium | repeated one message ×10 (63% of output) |
| catman_dk | 16 | 0.45 | medium | repeated one message ×8 (50% of output) |
Emote pulse
- LUL1,784
- ludwigPRIMECHECK944
- TransgenderPride534
- ICANT431
- HUH354
- omgBruh347
- Clap278
- XDD237
Evidence tape
- 00:00DanielJamesUOPENER
everybody has like 3 fucking people in their class
- 00:00xdCyberFrostPING
im first @Ludwig
- 00:00xdCyberFrostPING
MY CAPTAIN @Ludwig
- 00:00xdCyberFrostPING
BEST PROFESSOR @Ludwig
- 00:00SeasonalPlays_PING
love you lud @ludwig
- 01:00brymstaxPING
@Ludwig there are 5 people in rae's class rn
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→678m | Share |
|---|---|---|---|---|---|
| 01 | jake12345345 | 1367 | 1.0% | ||
| 02 | toasterpoptartss | 905 | 0.7% | ||
| 03 | Cat101_ | SUB | 705 | 0.5% | |
| 04 | Fossabot | MODBOT | 681 | 0.5% | |
| 05 | foundyoufromopenings | 654 | 0.5% | ||
| 06 | TheLightTheL | 616 | 0.5% | ||
| 07 | polyanmon | 539 | 0.4% | ||
| 08 | justininininii | 522 | 0.4% | ||
| 09 | poggo69 | 514 | 0.4% | ||
| 10 | jikky__ | 509 | 0.4% | ||
| 11 | tsukkis | 486 | 0.4% | ||
| 12 | thisisyourcousin | 471 | 0.3% | ||
| 13 | myfavoritekindofhumor | SUB | 418 | 0.3% | |
| 14 | hubcap14 | SUB | 408 | 0.3% | |
| 15 | atkdown | 408 | 0.3% | ||
| 16 | knl2 | SUB | 394 | 0.3% | |
| 17 | jellyfishrida | 388 | 0.3% | ||
| 18 | stupidtired | SUB | 385 | 0.3% | |
| 19 | radiofled | 377 | 0.3% | ||
| 20 | JaysComet | SUB | 362 | 0.3% |
User types · badge mix
- SUBSCRIBER19,747 · 15%
- PREMIUM19,048 · 14%
- TURBO4,719 · 3%
- PREDICTIONS3,985 · 3%
- FOOTBALL-FEST-20263,981 · 3%
- CDAWG-CYCLETHON-5-BADGE3,545 · 3%
- RAGING-WOLF-HELM3,256 · 2%
- NASA-ARTEMIS-II3,022 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 678m
252 joined in the first 2 minutes = 2% of all chatters
Most mentioned
- @ludwig555 · 297u
- @tim64119 · 95u
- @prezoh82 · 65u
- @squeex57 · 49u
- @qtcinderella52 · 42u
- @toasterpoptartss32 · 28u
- @monkarin_26 · 20u
- @stupidtired20 · 16u
Top interactors
- monkarin_76
- tim6454
- toasterpoptartss49
- mysqueenerweiner35
- polyanmon34
- soulless200031
- stupidtired27
- capem2226
Chat tape
- 00:00DanielJamesUOPENER
everybody has like 3 fucking people in their class
- 00:00xdCyberFrostPING
im first @Ludwig
- 00:00xdCyberFrostPING
MY CAPTAIN @Ludwig
- 00:00xdCyberFrostPING
BEST PROFESSOR @Ludwig
- 00:00SeasonalPlays_PING
love you lud @ludwig
- 01:00brymstaxPING
@Ludwig there are 5 people in rae's class rn
- 07:00jctacosWALL
@LudwigAhgren g! Im a huge fan and I'm a photographer. I was wondering if there might be an opportunity for me to photog
- 49:00Eb_MarahWALL
If you have your students just think of their goals, the idea is in and out of their heads in less than a second. If you
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS9.6%
- QUESTIONS4.1%
- MENTIONS2.9%
- COMMANDS0.1%
Top multiplier
- 02ludwigPRIMECHECK×944
- 03TransgenderPride×534
- 04ICANT×431
Emote leaderboard
- LUL×1,784
- ludwigPRIMECHECK×944
- TransgenderPride×534
- ICANT×431
- HUH×354
- omgBruh×347
- Clap×278
- XDD×237
- ludwigLuddy×178
- hesRight×153
- squeexVoila×150
- ludwigSad×138
- StreamerU2026×136
- Kappa×126
- xdd×126
- TwitchConHYPE×123
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | CAUGHT | ×973 | 583 | 33m→676m | VIRAL |
| 02 | OOOO | ×958 | 416 | 3m→673m | VIRAL |
| 03 | om ͏ | ×820 | 275 | 13m→677m | VIRAL |
| 04 | Jackass | ×741 | 373 | 16m→677m | VIRAL |
| 05 | HOLD | ×550 | 306 | 69m→678m | VIRAL |
| 06 | LOLL | ×497 | 185 | 16m→677m | VIRAL |
| 07 | BANG | ×490 | 296 | 3m→673m | VIRAL |
| 08 | LMAO | ×469 | 300 | 3m→677m | VIRAL |
| 09 | BOYS | ×345 | 263 | 47m→673m | VIRAL |
| 10 | Classic | ×316 | 215 | 3m→671m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 07:00jctacosWALL
@LudwigAhgren g! Im a huge fan and I'm a photographer. I was wondering if there might be an opportunity for me to photog
- 49:00Eb_MarahWALL
If you have your students just think of their goals, the idea is in and out of their heads in less than a second. If you
- 49:00Eb_MarahWALL
Hey, I'm a teacher and wanted to offer a little reinforcement to what you said in your first class the other day. You sa
- 290:00jctacosWALL
@ludwig im HUGE FAN , quick question. I'm a photographer. I was wondering if there might be an opportunity for me to pho
- 322:00KatieWhovian92WALL
I feel bad for Kai. He works hard to make Streamer University happen, and for what? Most of the students skip classes or
- 326:00furioussyndromeWALL
TransgenderPride peepoTrans TransgenderPride peepoTrans TransgenderPride peepoTrans TransgenderPride peepoTrans Transgen
- 424:00nated0gg5WALL
ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK ludwigPRIMECHECK l
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 msg6,056USERS6,056MSGS4.4%
- 2-4 msgs4,408USERS11,750MSGS8.6%
- 5-19 msgs3,083USERS28,116MSGS20.6%
- 20+ msgs1,405USERS90,258MSGS66.3%
1,405 super-active users (9.4% of chatters) wrote 66% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @ludwig555 · by 297 users
- @tim64119 · by 95 users
- @prezoh82 · by 65 users
- @squeex57 · by 49 users
- @qtcinderella52 · by 42 users
- @toasterpoptartss32 · by 28 users
- @monkarin_26 · by 20 users
- @stupidtired20 · by 16 users
- @jaimo16118 · by 15 users
- @mirster18 · by 8 users
Top interactors
- monkarin_76 sent
- tim6454 sent
- toasterpoptartss49 sent
- mysqueenerweiner35 sent
- polyanmon34 sent
- soulless200031 sent
- stupidtired27 sent
- capem2226 sent
- floralboop24 sent
- meechree23 sent
Badge mix
- SUBSCRIBER19747 · 15%
- PREMIUM19048 · 14%
- TURBO4719 · 3%
- PREDICTIONS3985 · 3%
- FOOTBALL-FEST-20263981 · 3%
- CDAWG-CYCLETHON-5-BADGE3545 · 3%
- RAGING-WOLF-HELM3256 · 2%
- NASA-ARTEMIS-II3022 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | soulless2000 | → | ludwig | 28 | |
| 02 | 100subs_thanks | → | ludwig | 19 | |
| 03 | xdcyberfrost | → | ludwig | 17 | |
| 04 | itsbubblespng | → | ludwig | 13 | |
| 05 | monkarin_ | → | ludwig | 11 | |
| 06 | rebecca470 | → | ludwig | 11 | |
| 07 | itsrockey_ | → | ludwig | 8 | |
| 08 | bubbledduckluck | → | ludwig | 7 | |
| 09 | dpipess | → | ludwig | 7 | |
| 10 | vv_mauri_vv | → | ludwig | 7 | |
| 11 | mrmantis89 | → | mirster | 7 | |
| 12 | space_penguin__ | → | ludwig | 6 |
Chat tape
- 00:00DanielJamesUOPENER
everybody has like 3 fucking people in their class
- 00:00xdCyberFrostPING
im first @Ludwig
- 00:00xdCyberFrostPING
MY CAPTAIN @Ludwig
- 00:00xdCyberFrostPING
BEST PROFESSOR @Ludwig
- 00:00SeasonalPlays_PING
love you lud @ludwig
- 01:00brymstaxPING
@Ludwig there are 5 people in rae's class rn
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
- PROFANITY1.0%
- CAPS RAGE9.6%
- SPAM/PASTA6.4%
- BOT MSGS0.5%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×272 | 88 | 51m→671m | ORGANIC |
| LINK | obp.gg | ×122 | 1 | 3m→675m | BOT TIMER |
| LINK | discord.gg | ×119 | 1 | 26m→674m | BOT TIMER |
| LINK | x.com | ×65 | 24 | 309m→332m | ORGANIC |
| LINK | twitch.amazon.com | ×44 | 1 | 11m→665m | BOT TIMER |
| LINK | offbrand.games | ×41 | 1 | 52m→675m | BOT TIMER |
| LINK | reddit.com | ×15 | 5 | 309m→669m | ORGANIC |
| LINK | bit.ly | ×12 | 1 | 2m→667m | BOT TIMER |
| CMD | !time | ×11 | 11 | 1m→552m | ORGANIC |
| LINK | youtube.com | ×11 | 5 | 309m→671m | BOT TIMER |
| CMD | !watchtime | ×10 | 9 | 62m→658m | ORGANIC |
| CMD | !schedule | ×6 | 4 | 26m→28m | ORGANIC |
| LINK | 7tv.app | ×4 | 3 | 582m→671m | ORGANIC |
| CMD | !subs | ×3 | 3 | 28m→95m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.8%
- EN16.7%
- OTHER / EMOTE-ONLY82.5%
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 'S STREAMER U SURVIVAL GUIDE🧑🏫" on Jul 18, 2026 generated 136,180 messages from 14,952 unique chatters (200.6 msgs/min average, peaking at 640/min). Sentiment ran 10,029 positive vs 2,530 negative, and the top keyword was "that" (×2618). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.