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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": "G0GuHkUbuEY",
  "title": "Scott Bessent on Fed reform, tariffs, and the path to affordability",
  "channel": "All-In Podcast",
  "topics": [
    "Budget deficit and fiscal outlook",
    "Tariffs and national security",
    "Trade, manufacturing, and domestic growth"
  ],
  "comment_themes": [
    "Policy and market depth",
    "Broad appeal beyond agreement"
  ],
  "transcript_excerpt": "the deficit and pay down the debt eventually? David, before I answer that,"
}

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Showcase library

Showing 121-132 of 386 showcases on page 11

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All-In PodcastPodcasts Politics Business AIBudget deficit and fiscal outlookTariffs and national security

Scott Bessent on Fed reform, tariffs, and the path to affordability

In this All-In Podcast interview, Scott Bessent discusses the fiscal condition of the U.S., deficit reduction, tariffs, and the administration’s economic strategy. He argues that 2025 was a setup year, with more of the payoff expected in 2026, and explains how tariffs are being used for national security, trade leverage, and long-term economic rebalancing.

Published Dec 22, 202556 min 57 sec

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All-In PodcastAI Politics Podcasts Finance+1 moreBernie Sanders and AI regulationAI race with China

Bernie Sanders Says Stop All AI, China's Breakthrough, Inflation Down, Golden Age in 2026?

In this All-In Podcast episode, the hosts break down Bernie Sanders’ call for a moratorium on new AI data centers and use it as a springboard into a broader argument about innovation, national competitiveness, and public fear around AI. The discussion covers job displacement concerns, the role of China in the AI race, and whether the industry is failing to explain who benefits from new technology.

Published Dec 19, 20251 hr 30 min

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PowerfulJREPodcasts PoliticsUFO disclosureConsciousness and unity

Joe Rogan Experience #2428 - Michael P. Masters

A wide-ranging Joe Rogan Experience episode excerpt centered on UFO disclosure, cultural seeding, consciousness, and unusual biological examples.

Published Dec 18, 20252 hrs 48 min

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The Diary Of A CEOAI Podcasts BusinessWhy he changed courseWhat scares him about AI

Godfather of AI: We Have 2 Years Before Everything Changes!

In this Diary Of A CEO interview, Yoshua Bengio reflects on why he moved from private research to public warning, and why ChatGPT changed his view of AI risk. He discusses catastrophic scenarios, the precautionary principle, and the need for technical, policy, and societal action. The conversation balances urgency with hope, asking whether AI can be guided in a way that helps people rather than harms them.

Published Dec 18, 20251 hr 39 min

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PowerfulJREPodcasts PoliticsMountain lion huntingPredator-prey balance

Joe Rogan Experience #2426 - Cameron Hanes & Adam Greentree

A JRE episode centered on hunting, predator-prey dynamics, and wildlife management, with stories from the field and listener reactions that favor more appearances from Adam Greentree.

Published Dec 16, 20253 hrs 8 min

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60 MinutesAI Politics Documentaries BusinessAI safety and transparencyRed teaming and model stress tests

Artificial Intelligence in 2025 | 60 Minutes Full Episodes

This 60 Minutes segment examines the fast-moving race to build more capable artificial intelligence through the lens of Anthropic and its CEO, Dario Amodei. The excerpt highlights the company’s emphasis on transparency, safety, and red-team testing, while also exploring concerns about autonomy, job disruption, and misuse of AI by hackers and criminals. It presents both the promise of AI for science and business and the risks that come with increasingly powerful models.

Published Dec 13, 20251 hr 21 min

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PowerfulJREPodcasts DocumentariesEarly acting careerChild fame and setbacks

Joe Rogan Experience #2425 - Ethan Hawke

In this Joe Rogan Experience episode, Ethan Hawke looks back on his early start in acting, the reality of child fame, and the career lessons that shaped him. The discussion is reflective, candid, and centered on craft, perspective, and the pressures of success.

Published Dec 11, 20252 hrs 21 min

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PowerfulJREPodcastsWeight loss journeyDiscipline and accountability

Joe Rogan Experience #2424 - Jelly Roll

In this episode of The Joe Rogan Experience, Joe Rogan talks with Jelly Roll about major weight loss, personal change, and the discipline behind long-term transformation. The discussion touches on health, faith, addiction recovery, and the challenge of building new habits over time.

Published Dec 10, 20252 hrs 34 min

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Invest Like The BestAI Podcasts PoliticsKeeping up with AI releasesAI chips and infrastructure

GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview

In this conversation, Patrick O’Shaughnessy and Gavin Baker discuss the state of frontier AI, how to interpret rapid model releases, and what recent developments may mean for investors. The excerpt focuses on the tension between Nvidia’s GPU stack and Google’s TPU strategy, the role of scaling laws in pre-training, and why reasoning models, reinforcement learning with verified rewards, and test-time compute have driven recent progress. It also touches on the economics of AI infrastructure, from chip transitions to low-cost token production, and briefly explores how leading investors and researchers are following the field in real time.

Published Dec 9, 20251 hr 28 min

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60 MinutesAI Politics Documentaries Podcasts+1 moreMarjorie Taylor Greene and TrumpCharacter AI safety concerns

Marjorie Taylor Greene, Character AI, and Watch Valley | 60 Minutes

This 60 Minutes episode brings together three wide-ranging stories: Marjorie Taylor Greene’s break with President Trump and her resignation from Congress, growing criticism of Character AI from parents and researchers, and a visit to Switzerland’s Watch Valley, where traditional watchmaking methods continue to produce highly intricate luxury timepieces.

Published Dec 8, 202543 min 37 sec

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PowerfulJREPolitics PodcastsLearning Mandarin for wrestling’s global reachLanguage vs. cultural fluency

Joe Rogan Experience #2423 - John Cena

In this episode excerpt, John Cena discusses the long process of learning Mandarin, his time working in China, and how a promotional-language mistake led him to rethink global media appearances. The conversation also touches on WWE’s international ambitions and the challenges of speaking across cultural boundaries.

Published Dec 5, 20252 hrs 11 min

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The Diary Of A CEOAI Business Podcasts PoliticsAI safety and extinction riskThe gorilla problem

An AI Expert Warning: 6 People Are (Quietly) Deciding Humanity’s Future!

In this excerpt from The Diary Of A CEO, AI researcher Stuart Russell discusses the risks of superintelligent AI, the idea of AGI, and why he believes safety must be solved before progress continues. He reflects on a 2023 statement signed by hundreds of experts warning that AI could pose an extinction-level threat, and explains why some industry leaders privately think only a major catastrophe would force regulation. Russell also describes the ‘gorilla problem,’ the pressure of the AI race, and his view that governments may need to step in before humans lose control.

Published Dec 4, 20252 hrs 4 min

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