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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.

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Topic discovery

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JSON preview

{
  "video_id": "HiVej9_fvl8",
  "title": "Iran War, Oil Shock, Off Ramps, AI's Revenue Explosion and PR Nightmare",
  "channel": "All-In Podcast",
  "topics": [
    "State of the Union and Trump accounts",
    "Oil shock and macro impact",
    "Escalation risk and war duration"
  ],
  "comment_themes": [
    "Concerns about political expertise",
    "Focus on business, tech, and host credibility"
  ],
  "transcript_excerpt": "oil, the knock-on effects is going to cause a little more inflation. They"
}

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Showing 73-84 of 486 showcases on page 7

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All-In PodcastPolitics Podcasts Finance AIState of the Union and Trump accountsOil shock and macro impact

Iran War, Oil Shock, Off Ramps, AI's Revenue Explosion and PR Nightmare

In this All-In Podcast segment, the hosts discuss the Iran war through a market and macro lens, focusing on Brent crude volatility, inflation forecasts, and the risk of broader escalation. They debate whether the conflict will remain a limited, short-duration campaign or turn into a prolonged quagmire, and why an off-ramp matters for markets and geopolitics. The conversation also briefly touches on State of the Union politics and the rollout of Trump accounts for kids.

Published Mar 13, 20261 hr 20 min

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PowerfulJREPodcasts Creator EconomyThe book’s originsTheories of consciousness

Joe Rogan Experience #2467 - Michael Pollan

In this PowerfulJRE episode, Joe Rogan and Michael Pollan dive into the mystery of consciousness, the inspiration behind Pollan’s latest book, and how psychedelics, meditation, and a strange moment in a garden shaped his thinking. The discussion moves through competing theories of mind, the limits of neuroscience, and the role of attention in everyday life.

Published Mar 12, 20262 hrs 23 min

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PowerfulJREPodcasts PoliticsGlobal InstabilityDrone Attacks and False-Flag Claims

Joe Rogan Experience #2466 - Francis Foster & Konstantin Kisin

This episode excerpt features Joe Rogan, Francis Foster, and Konstantin Kisin discussing global instability, conflict narratives, and the risks of drawing conclusions before the facts are clear. The conversation touches on drone attacks, Gulf politics, Iran, Israel, Saudi Arabia, false-flag suspicions, hot-take culture, and the long shadow of U.S. foreign policy.

Published Mar 11, 20263 hrs 9 min

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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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