Video Catalog

8,760 curated YouTube videos across 16 stations and 122 channels. The catalog is rebuilt weekly via GitHub Action using yt-dlp and committed as static JSON.

8,760

Total videos

Stations

122

YouTube channels

Download catalog.json Download summary

Expand a station to preview its most-watched videos and source channels.

Saturday Night Live

Sketches, Weekend Update, cold opens, and more

1,000videos

1 channel: Saturday Night Live

Title	Channel	Views	Duration
Porn Teacher - SNL	Saturday Night Live	109.3M	5:16
Black Jeopardy with Tom Hanks - SNL	Saturday Night Live	87.2M	6:39
Harry Potter: Hermione Growth Spurt - SNL	Saturday Night Live	79.9M	5:44
Spider-Man Kiss - SNL	Saturday Night Live	75.0M	5:52
Star Wars Undercover Boss: Starkiller Base - SNL	Saturday Night Live	70.8M	4:51

Play Saturday Night Live station →

Science

Kurzgesagt, Veritasium, Branch Education, SmarterEveryDay, and more

1,004videos

16 channels: Kurzgesagt, TED-Ed, Veritasium, Be Smart, Science Channel, minutephysics, Physics Girl, engineerguy, Quanta Magazine, This., SmarterEveryDay, Steve Mould, ElectroBOOM, Branch Education, Domain of Science, Socratica

Title	Channel	Views	Duration
Catching a Human With a Giant Glue Trap! \| MythBusters Jr.	Science Channel	111.7M	5:34
Why Are 96,000,000 Black Balls on This Reservoir?	Veritasium	111.4M	12:07
Can You Walk on Rodent Glue Without Getting Stuck? \| MythBusters Jr.	Science Channel	109.7M	2:00
The Coronavirus Explained & What You Should Do	Kurzgesagt	89.5M	8:34
TATTOOING Close Up (in Slow Motion) - Smarter Every Day 122	SmarterEveryDay	86.8M	6:38

Play Science station →

Space

PBS Space Time, Astrum, Cool Worlds, Everyday Astronaut, and more

470videos

7 channels: PBS Space Time, Astrum, Cool Worlds, Everyday Astronaut, melodysheep, Primal Space, Dr. Becky

Title	Channel	Views	Duration
TIMELAPSE OF THE FUTURE: A Journey to the End of Time (4K)	melodysheep	112.2M	29:21
Lucky Charms remix - 'Magically Delicious'	melodysheep	16.6M	2:13
TIMELAPSE OF THE ENTIRE UNIVERSE	melodysheep	16.0M	10:50
Carl Sagan - 'A Glorious Dawn' ft Stephen Hawking (Symphony of Science)	melodysheep	13.3M	3:34
Symphony of Science - the Quantum World!	melodysheep	12.5M	3:28

Play Space station →

Tech

Fireship, Gary Explains, LiveOverflow, ThePrimeagen, Technology Connections, and more

1,507videos

23 channels: Fireship, Beyond Fireship, NetworkChuck, ColdFusion, Tech Tangents, KRAZAM, Low Level, CodeAesthetic, No Boilerplate, Theo, Sebastian Lague, Technology Connections, Dave's Garage, Stuff Made Here, Ben Eater, Gary Explains, PowerCert Animated Videos, LiveOverflow, Andreas Kling, ExplainingComputers, ThePrimeagen, CodeParade, Mix and Jam

Title	Channel	Views	Duration
Moving hoop won't let you miss	Stuff Made Here	28.3M	13:42
Automatic pool stick vs. strangers	Stuff Made Here	23.7M	21:18
Explosive Bat: crushing MLB records. Ft: Smarter Every Day	Stuff Made Here	18.6M	24:30
What is a Core i3, Core i5, or Core i7 as Fast As Possible	PowerCert Animated Videos	18.5M	4:32
iPhone 5 vs Samsung Galaxy S3 Drop Test	Gary Explains	18.2M	6:52

Play Tech station →

Comedy

The Onion, CalebCity, Ryan George, ProZD, and more

764videos

9 channels: The Onion, Studio C, HISHE, I Mostly Blame Myself, BroScienceLife, Worthikids, CalebCity, ProZD, Ryan George

Title	Channel	Views	Duration
Top Soccer Shootout Ever With Scott Sterling - Studio C	Studio C	99.6M	5:16
Power of Fortune Cookies	Studio C	84.8M	1:00
Best Volleyball Blocks Ever with Scott Sterling - Studio C	Studio C	75.7M	3:27
Yup. That'll do it.	I Mostly Blame Myself	62.8M	0:46
How Avengers Infinity War Should Have Ended - Animated Parody	HISHE	51.3M	11:03

Play Comedy station →

AI / ML

Karpathy, OpenAI, Yannic Kilcher, Two Minute Papers, and more

443videos

9 channels: Andrej Karpathy, Two Minute Papers, Yannic Kilcher, bycloud, Animated AI, AI Engineer, Simon Oz, Yifan, OpenAI

Title	Channel	Views	Duration
Multi-Agent Hide and Seek	OpenAI	11.2M	2:58
OpenAI Plays Hide and Seek…and Breaks The Game! 🤖	Two Minute Papers	10.9M	6:02
Let's build GPT: from scratch, in code, spelled out.	Andrej Karpathy	7.5M	1:56:20
Introducing GPT-4o	OpenAI	4.9M	26:13
This AI Learned Boxing…With Serious Knockout Power! 🥊	Two Minute Papers	4.4M	6:03

Play AI / ML station →

Startups

Y Combinator, Garry Tan, Slidebean, Company Man, and more

566videos

10 channels: Y Combinator, YC Root Access, Garry Tan, Startup Archive, EO, Honestly by Tanmay Bhat, Sahil Bloom, Slidebean, Company Man, Noah Kagan

Title	Channel	Views	Duration
Meet The Billionaire that Works a Normal Job	Noah Kagan	9.4M	11:40
The Decline of Chuck E. Cheese's...What Happened?	Company Man	6.4M	11:45
How Elon Musk Spends His Time	Y Combinator	5.5M	2:26
The Decline of Kmart...What Happened?	Company Man	5.4M	13:50
What Would Elon Musk Work On If He Were 22?	Y Combinator	5.4M	2:55

Play Startups station →

Finance

Wall Street Millennial, The Plain Bagel, Jane Street, and more

216videos

4 channels: Wall Street Millennial, Quant Prof, Jane Street, The Plain Bagel

Title	Channel	Views	Duration
The Great Depression - 5 Minute History Lesson	The Plain Bagel	3.9M	5:41
How Short Selling Works	The Plain Bagel	2.9M	9:41
The Greek Debt Crisis - 5 Minute History Lesson	The Plain Bagel	2.8M	6:51
The Passive Income Scam	The Plain Bagel	2.7M	14:14
The Difference Between Trading and Investing	The Plain Bagel	2.3M	10:29

Play Finance station →

Philosophy

Exurb1a, Pursuit of Wonder, Einzelganger, Academy of Ideas, and more

452videos

8 channels: Exurb1a, Pursuit of Wonder, Einzelganger, Academy of Ideas, Like Stories of Old, Sisyphus 55, Freedom in Thought, Sprouts

Title	Channel	Views	Duration
The Pygmalion Effect	Sprouts	19.4M	4:47
The Attachment Theory: How Childhood Affects Life	Sprouts	11.7M	7:36
A Reason To Stop Worrying - Watch This Whenever You're Stressed Or Anxious	Pursuit of Wonder	11.4M	4:19
Sleep is Just Death Being Shy	Exurb1a	9.4M	10:49
The Nova Effect - The Tragedy of Good Luck	Pursuit of Wonder	8.6M	5:55

Play Philosophy station →

Self-Improvement

Huberman, Charisma on Command, and more

360videos

5 channels: Improvement Pill, Charisma on Command, Mark Manson, Bryan Johnson, Huberman Lab Clips

Title	Channel	Views	Duration
6 Verbal Tricks To Make An Aggressive Person Sorry	Charisma on Command	25.2M	11:45
5 Common Habits Killing Your Charisma	Charisma on Command	18.4M	11:40
8 Habits From Tommy Shelby That Make People Respect You	Charisma on Command	18.1M	9:10
Secrets From Psychology That Make People Respect You	Charisma on Command	16.8M	11:34
Women are easily attracted to men who have these habits	Charisma on Command	15.7M	14:58

Play Self-Improvement station →

Math

3Blue1Brown, Numberphile, Freya Holmér, CGP Grey, and more

353videos

8 channels: 3Blue1Brown, Numberphile, standupmaths, 2swap, PBS Infinite Series, Primer, CGP Grey, Freya Holmér

Title	Channel	Views	Duration
Traffic Has a Perfect Solution. Humans Are the Problem.	CGP Grey	44.4M	4:30
The Fastest Way to Board a Plane Feels Like the Slowest	CGP Grey	36.9M	8:27
The US-Canada Border Is 5,500 Miles of Pure Nonsense	CGP Grey	36.2M	4:41
You Can Never Become Pope	CGP Grey	32.4M	5:09
Zebras Have No Society. That's Why You Can't Ride One.	CGP Grey	25.5M	5:35

Play Math station →

Fitness

FitnessFAQs, Tom Merrick, Jeff Nippard

267videos

3 channels: FitnessFAQs, Tom Merrick, Jeff Nippard

Title	Channel	Views	Duration
Science Lifter Vs World’s Strongest Pro	Jeff Nippard	40.5M	2:35
15 Minute Beginner Stretch Flexibility Routine! (FOLLOW ALONG)	Tom Merrick	21.1M	15:00
How To Build Muscle And Lose Fat At The Same Time: Step By Step Explained (Body Recomposition)	Jeff Nippard	17.2M	10:49
The Smartest Way To Get Lean (Shredding Science Explained)	Jeff Nippard	12.1M	18:20
NEVER DO PUSHUPS LIKE THIS \| 10 Most Common Mistakes	FitnessFAQs	11.8M	10:41

Play Fitness station →

TED Talks

The best TED talks

200videos

1 channel: TED

Title	Channel	Views	Duration
Inside the Mind of a Master Procrastinator \| Tim Urban \| TED	TED	61.6M	14:04
This Is What Happens When You Reply to Spam Email \| James Veitch \| TED	TED	58.0M	9:49
How to Speak So That People Want to Listen \| Julian Treasure \| TED	TED	50.2M	9:59
The next outbreak? We’re not ready \| Bill Gates \| TED	TED	38.8M	8:37
Tom Thum: The orchestra in my mouth \| TED	TED	37.2M	11:42

Play TED Talks station →

Design

Juxtopposed, The Futur, 30X40 Design Workshop, NNgroup

307videos

4 channels: Juxtopposed, The Futur, 30X40 Design Workshop, NNgroup

Title	Channel	Views	Duration
Pricing Design Work & Creativity (The Guide)	The Futur	4.6M	36:30
Architectural Drawing Tutorial \| My process + settings	30X40 Design Workshop	3.6M	12:58
Structural Engineer vs Architect - Design Meeting	30X40 Design Workshop	3.4M	25:45
What Is Branding? 4 Minute Crash Course.	The Futur	2.9M	3:49
Updating My Workspace - Home Office + Desk Tour	30X40 Design Workshop	2.8M	11:49

Play Design station →

Explainers

Tom Scott, Wendover, RealLifeLore, Johnny Harris, PolyMatter, and more

710videos

10 channels: Wendover Productions, RealLifeLore, Johnny Harris, PolyMatter, Half as Interesting, Economics Explained, CaspianReport, Vox, Neo, Tom Scott

Title	Channel	Views	Duration
The Ocean is Way Deeper Than You Think	RealLifeLore	50.4M	6:36
What's the Deepest Hole We Can Possibly Dig?	RealLifeLore	48.4M	6:41
Proof of evolution that you can find on your body	Vox	38.0M	3:55
Why Dubai's Man-Made Islands Are Still Empty	Neo	34.8M	10:56
How the Universe is Way Bigger Than You Think	RealLifeLore	33.2M	9:06

Play Explainers station →

Film & Video Essays

Nerdwriter, Every Frame a Painting, RocketJump, NITV Shorts

141videos

4 channels: Nerdwriter, Every Frame a Painting, RocketJump Film School, NITV Shorts

Title	Channel	Views	Duration
Jackie Chan - How to Do Action Comedy	Every Frame a Painting	25.4M	9:04
Edgar Wright - How to Do Visual Comedy	Every Frame a Painting	11.3M	7:59
Why CG Sucks (Except It Doesn't)	RocketJump Film School	11.2M	7:40
How Donald Trump Answers A Question	Nerdwriter	10.8M	6:53
Akira Kurosawa - Composing Movement	Every Frame a Painting	10.7M	8:24

Play Film & Video Essays station →

Catalog provenance

Videos are fetched from public YouTube channels listed in stations.json using yt-dlp. A GitHub Action (.github/workflows/update-catalog.yml) runs weekly, fetches new uploads, applies duration and view-count quality filters, and commits the updated catalog.json. NER tagging via HuggingFace (dslim/bert-base-NER) adds entity tags to untagged videos only. Last updated: 2026-07-15T08:00:50.603Z.