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YouTube showcases

YouTube Video Intelligence Showcases

Explore real YouTube transcript, comments, metadata, topic, and summary examples powered by Crawlora's YouTube API.

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What these showcases demonstrate

Structured video intelligence from public YouTube pages

Transcript extraction

Timestamped public captions are grouped into readable excerpts for search, RAG, and review workflows.

Public comment intelligence

Representative comment samples and themes reveal audience language, questions, and objections.

Video metadata

Channel, publish date, duration, source URL, and video ID stay available for downstream joins.

AI-ready summaries

Structured summaries and topics turn long-form videos into compact research context.

Workflow links

Each example connects to transcript, comments, metadata, Playground, docs, and pricing paths.

Topic discovery

Cards expose topic and data badges so teams can scan examples by use case.

JSON preview

{
  "video_id": "H9rF1CSSh-w",
  "title": "Jeff Kaplan on Warcraft, Overwatch, Blizzard, and the Making of Online Worlds",
  "channel": "Lex Fridman",
  "topics": [
    "Arcade and early PC roots",
    "The rise of online play",
    "Blizzard and farewell"
  ],
  "comment_themes": [
    "A long-awaited appearance",
    "Interest in deep, extended insight",
    "Nostalgic fan memory"
  ],
  "transcript_excerpt": "intended, with one of the most beloved gamers and game designers ever. Full of memes, lulz,"
}

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Showing 73-84 of 386 showcases on page 7

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Lex FridmanPodcasts AI ProgrammingArcade and early PC rootsThe rise of online play

Jeff Kaplan on Warcraft, Overwatch, Blizzard, and the Making of Online Worlds

In this Lex Fridman conversation, Jeff Kaplan looks back on the games that shaped him, from early arcade and PC classics to the rise of online multiplayer worlds. The excerpt highlights his path from passionate player to legendary designer, his years at Blizzard, the emotional toll of leaving the studio, and a glimpse at his new project set in Gold Rush-era California.

Published Mar 11, 20265 hrs 10 min

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PowerfulJREPodcasts PoliticsIran attack and escalationTrump, influence, and decision-making

Joe Rogan Experience #2465 - Michael Shellenberger

In this episode of The Joe Rogan Experience, Joe Rogan and Michael Shellenberger discuss the Iran attack, U.S. foreign policy, Trump’s decision-making, and the changing global order. Their exchange examines whether the administration is pursuing regime change, asserting American power, or responding to outside pressure. The episode’s comments show a strongly skeptical audience, with viewers debating trust, influence, and controversial political claims.

Published Mar 10, 20262 hrs 57 min

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Dwarkesh PatelPolitics Business Podcasts AI+1 moreItalian city republicsPetrarch and Roman virtue

Why Leonardo was a saboteur, Gutenberg went broke, and Florence was weird – Ada Palmer

In this Dwarkesh Patel conversation, Renaissance historian Ada Palmer explains why Italian city republics emerged, how instability shaped political life, and why Renaissance elites turned to Roman models of virtue, education, and aesthetics. The excerpt focuses on Petrarch, the search for manuscripts, the use of classical culture as legitimacy, and Florence’s surprising role as a hub of wealth, learning, and political theater.

Published Mar 6, 20262 hrs 2 min

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PowerfulJREPodcasts Finance Documentaries Creator EconomyAction ChoreographyFilmmaking Details

Joe Rogan Experience #2464 - Priyanka Chopra Jonas

In this episode of The Joe Rogan Experience, Joe Rogan speaks with Priyanka Chopra Jonas about her action-heavy role, the discipline behind sword choreography, and the practical filmmaking choices used in the production. The conversation expands into piracy, the East India Trading Company, colonial history, and the impact of displacement on identity and culture.

Published Mar 5, 20262 hrs 25 min

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PowerfulJREPodcastsFame and criticismMrBeast and internet culture

Joe Rogan Experience #2463 - Steve-O

In this episode of The Joe Rogan Experience, Joe Rogan talks with Steve-O about fame, online criticism, audience reactions, and the strange pressures of public life. The excerpt also includes jokes about tattoos, celebrity culture, MrBeast, and the unpredictable energy of a conversation that moves quickly between reflection and comedy.

Published Mar 4, 20262 hrs 38 min

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All-In PodcastPolitics Podcasts AI BusinessHistorical cyclesUS debt and deficits

Ray Dalio: AI, debt cycles, gold, and the limits of government efficiency

In this All-In Podcast conversation, Ray Dalio revisits his big-cycle framework and connects it to US debt, government spending, gold, and the challenge of making public systems more efficient. The episode frames AI, money, and state capacity within a broader discussion of structural change and economic risk.

Published Mar 3, 202649 min 13 sec

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Lex FridmanPodcasts AI ProgrammingLearning guitar through “Hey Joe”Hendrix and guitar influence

Rick Beato on Hendrix, Django Reinhardt, Bebop, and Ear Training

In this Lex Fridman Podcast conversation, Rick Beato discusses the roots of his love for music, the power of guitar solos, and the lineage of major guitar influences. The excerpt also covers Django Reinhardt, bebop, improvisation, perfect pitch, relative pitch, and the basics of ear training.

Published Feb 28, 20262 hrs 33 min

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StarTalkAI PodcastsAI behaving differently under evaluationOrigins of artificial intelligence

Is AI Hiding Its Full Power? With Geoffrey Hinton | StarTalk

In this StarTalk special edition, Neil deGrasse Tyson and Gary O’Reilly speak with Geoffrey Hinton about the origins of artificial intelligence, how neural networks learn, and why modern AI can be both impressive and unsettling. The excerpt explores whether AI can act differently when it knows it is being evaluated, and uses simple examples like memory, analogy, and image recognition to explain how machine learning systems work.

Published Feb 28, 20261 hr 33 min

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PowerfulJREPodcasts Politics Creator EconomyHealth-care fraudProgram integrity

Joe Rogan Experience #2461 - Robert F. Kennedy, Jr.

In this Joe Rogan Experience episode, Robert F. Kennedy, Jr. discusses alleged fraud inside health-care programs, efforts to detect it, and the political and administrative incentives that can allow it to continue. The excerpt also touches on party shifts, state-level resistance, and broader questions about accountability in government.

Published Feb 27, 20262 hrs 26 min

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PowerfulJREPodcasts Politics Creator EconomyOpposing Family WorldviewsEducation Beyond College

Joe Rogan and Rachel Wilson Discuss Feminism, Family, and Education

In this excerpt from The Joe Rogan Experience, Joe Rogan speaks with Rachel Wilson about her book, her unusual family background, and the ideas that influenced her views on feminism, school, and success. The discussion centers on how conflicting political households, formal education, and personal ambition shaped her path and the perspective behind her book, The Occult Feminism: The Secret History of Women’s Liberation.

Published Feb 26, 20262 hrs 21 min

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PowerfulJREPodcastsMedical humor and anatomy jokesDebate over Epstein documents

Joe Rogan Experience #2459 - Jim Breuer

This excerpt from The Joe Rogan Experience with Jim Breuer moves from crude medical jokes into a long, skeptical discussion about Jeffrey Epstein, his reported autopsy details, the possibility of a cover-up, and whether images or footage connected to him can be trusted. The conversation also touches on intelligence agencies, secrecy, and how powerful networks might handle sensitive information.

Published Feb 24, 20262 hrs 53 min

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PowerfulJREPodcastsOn-camera appearanceAging and supplements

Joe Rogan Experience #2458 - Matt McCusker

In this excerpt from The Joe Rogan Experience, Joe Rogan and Matt McCusker trade stories and jokes about looking better on camera, getting older, and trying different health routines. The discussion moves through creatine, fiber, carnivore versus plant-based eating, and the kind of bathroom humor that comes with talking about digestion. It also widens into a broader riff on news overload, outrage addiction, and the ways phones and algorithms may steer what people see.

Published Feb 20, 20262 hrs 43 min

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