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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.

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": "-sB12gk9ESA",
  "title": "A.I. Revolution | Full Documentary | NOVA | PBS",
  "channel": "NOVA PBS Official",
  "topics": [
    "The dream of thinking machines",
    "A.I. history and breakthroughs",
    "How A.I. learns and improves"
  ],
  "comment_themes": [
    "Rapid AI change",
    "Responsible implementation",
    "Technology as a major societal transition"
  ],
  "transcript_excerpt": "It's a great way for us as adults to adapt our behavior. And in fact, it's actually a good way"
}

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Showing 217-228 of 391 showcases on page 19

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NOVA PBS OfficialDocumentaries AIThe dream of thinking machinesA.I. history and breakthroughs

A.I. Revolution | Full Documentary | NOVA | PBS

A.I. Revolution is a NOVA documentary from PBS that traces the long history of artificial intelligence, from early ideas about thinking machines to modern advances in neural networks, chatbots, and game-playing systems. The excerpt follows Miles O’Brien as he explores how A.I. works, why it has accelerated in recent years, and what it could mean for medicine, productivity, jobs, regulation, and the future of truth itself.

Published Mar 27, 202453 min 46 sec

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Lex FridmanAI Podcasts BusinessOpenAI board sagaGovernance and pressure

Sam Altman on OpenAI’s Board Saga, AGI Power, and the Future of Compute

In this Lex Fridman conversation, Sam Altman discusses the OpenAI board saga, the pressure of leading through a public crisis, and the lessons learned about governance, resilience, and operating under stress. The excerpt also touches on the road to AGI, the idea that compute could become a highly valuable commodity, and how board composition should balance technical knowledge with broader societal judgment.

Published Mar 18, 20241 hr 55 min

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Lex FridmanAI Programming Podcasts Creator EconomyOpen source AILimits of LLMs

Yann LeCun on Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI

In this Lex Fridman conversation, Yann LeCun discusses Meta AI’s open-source approach, warns about concentrated power in proprietary AI systems, and explains why he считает current LLMs are not enough for human-level intelligence. The excerpt focuses on grounding, world models, memory, reasoning, planning, and the future of AGI.

Published Mar 7, 20242 hrs 47 min

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American Experience | PBSDocumentaries Politics FinancePublic Scandal and SterilizationGalton, Davenport, and Heredity

The Eugenics Crusade | Full Documentary | AMERICAN EXPERIENCE | PBS

A PBS American Experience documentary excerpt about the rise of eugenics in the United States, tracing its scientific claims, social appeal, and harmful consequences through the work of Charles Davenport, Francis Galton, and related reform movements.

Published Mar 5, 20241 hr 53 min

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ContraPointsCreator Economy ProgrammingTwilight as a cultural phenomenonMisogyny and romance criticism

Twilight | ContraPoints

In this ContraPoints video, Twilight is used as a starting point for a wide-ranging essay on romance fiction, gendered criticism, fantasy, and the recurring cultural suspicion directed at what women read. The transcript excerpt moves from Twilight lore to literary history, moral panic, and the appeal of dangerous fictional love interests.

Published Mar 1, 20242 hrs 52 min

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DW NewsPolitics Podcasts DocumentariesPutin’s talking pointsCriticism of Carlson

Key takeaways from Tucker Carlson's interview with Russia's Putin

This DW News segment breaks down the main takeaways from Tucker Carlson’s one-on-one interview with Vladimir Putin. The discussion focuses on Putin’s claims about Russia, Ukraine and NATO, the lack of pushback from Carlson, and the political timing of the interview ahead of key elections and debates over military aid for Ukraine.

Published Feb 9, 20249 min 42 sec

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Club Shay ShayPodcastsCareer origins and inspirationTruth and accountability

Mo'Nique on Hollywood | CLUB SHAY SHAY

This Club Shay Shay episode features Mo'Nique in a candid conversation about Hollywood, her career, and the importance of speaking up when something is wrong. The transcript excerpt highlights her humor, conviction, and reflections on visibility, truth, and accountability, while comments praise her delivery and the show’s continued run of talked-about interviews.

Published Feb 7, 20242 hrs 55 min

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Club Shay ShayPodcastsClub Shay Shay introKatt Williams’ career

Katt Williams Unleashed | CLUB SHAY SHAY

This Club Shay Shay episode features Katt Williams in a candid, confrontational conversation that mixes comedy, industry commentary, and pointed responses to claims about Hollywood and fellow entertainers.

Published Jan 3, 20242 hrs 46 min

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60 MinutesAI Politics Documentaries Business+2 moreKai-Fu Lee and China’s AI strategyDeep learning and machine learning

Artificial Intelligence | 60 Minutes Full Episodes

This 60 Minutes episode looks at artificial intelligence through interviews and reporting on AI pioneer Kai-Fu Lee, China’s growing AI ambitions, the data-driven nature of deep learning, and the possible impact on work, education, and society. It also turns to Google’s role in the AI race and the broader question of what machines can and cannot do.

Published Dec 30, 202353 min 29 sec

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FRONTLINE PBS | OfficialDocumentaries Politics Creator EconomySurvivor accountsBorder technology

Failure at the Fence (full documentary) | FRONTLINE + @WashingtonPost

This documentary excerpt from FRONTLINE PBS and The Washington Post examines the events around October 7 through survivor testimony, reporting, and analysis of videos, maps, and recovered planning materials. The focus is on how a heavily fortified border system was breached, why investigators say warning signs were missed, and how viewers interpret the failure.

Published Dec 19, 202328 min 3 sec

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PBS AmericaDocumentaries Business PoliticsIndustrial AmericaWealth and inequality

The Gilded Age (2017) | Full Documentary | American Experience

PBS America’s documentary on the Gilded Age examines the rise of industrial capitalism in late 19th-century America, the growth of railroads and steel, and the widening divide between the country’s richest families and everyone else. The excerpt centers on New York high society, Carnegie’s ascent, and the social conflicts created by rapid economic change.

Published Dec 17, 20231 hr 53 min

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Summoning SaltPodcasts Documentaries ProgrammingEarly CompetitionMatt Turk

The History of Mike Tyson's Punch-Out World Records

Summoning Salt traces the competitive history of Mike Tyson’s Punch-Out world records, from early fight-specific grinding to full-game speedruns, with a focus on the brutal mix of frame-perfect execution and random behavior that shaped the record chase.

Published Dec 15, 20232 hrs 14 min

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