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": "WLSNPkf8RCU",
  "title": "The Interrogation of Stephanie Lazarus | JCS - Criminal Psychology",
  "channel": "JCS - Criminal Psychology",
  "topics": [
    "A staged consultative meeting",
    "Testing reaction to John Rutton",
    "Evasive memory and overexplaining"
  ],
  "comment_themes": [
    "The case feels distant",
    "Stephanie’s wording stands out",
    "Reminder about legal caution"
  ],
  "transcript_excerpt": "The investigators already knew how to say John Rutton's name correctly. The"
}

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Showing 193-200 of 200 showcases on page 17

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JCS - Criminal PsychologyPodcasts Programming Creator EconomyA staged consultative meetingTesting reaction to John Rutton

The Interrogation of Stephanie Lazarus | JCS - Criminal Psychology

This JCS Criminal Psychology video examines a carefully managed interrogation in which detectives use deception, rapport, and psychological pressure to probe Stephanie Lazarus about her past connection to John Rutton. The excerpt focuses on reaction timing, conversational control, and the suspect’s attempts to appear uncertain while answering.

Published Aug 21, 201925 min 16 sec

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WIREDAI DocumentariesAI in everyday lifeMachine learning basics

Machine Learning and AI’s Rapid Rise, from Everyday Tools to Self-Driving Cars

This WIRED film excerpt explores how machine learning is shaping everyday technology, from smart assistants and fitness trackers to self-driving cars and DIY robotics. Through interviews, demonstrations, and classroom-style explanations, it presents AI as a rapidly advancing field built on data, sensors, and neural networks, while also acknowledging public uncertainty about where the technology is headed.

Published Jun 20, 201941 min 16 sec

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PowerfulJREPodcasts Creator EconomyRecruitment and backgroundFirst day and first sighting

Joe Rogan Experience #1315 - Bob Lazar & Jeremy Corbell

In this transcript excerpt, Joe Rogan introduces Bob Lazar and Jeremy Corbell and revisits Lazar’s account of working at S4 near Area 51. Lazar describes how he was recruited after a prior meeting with Edward Teller, how he was flown in for security paperwork, and how he first encountered a disc-shaped craft inside a mountain facility. He also explains the briefing materials, the compartmentalized nature of the project, and the reactor demonstration that he says convinced him the technology was unlike anything he had seen.

Published Jun 20, 20192 hrs 14 min

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PowerfulJREPodcastsBroad Thinking and Life PathsReinvention and Beginner’s Mind

Joe Rogan and Naval Ravikant on Curiosity, Reinvention, and the Cost of Fame

In this excerpt from Joe Rogan Experience #1309, Naval Ravikant shares a wide-ranging philosophy on life, learning, and public identity. He talks about mixing disciplines, staying curious, and embracing the challenge of starting over instead of staying locked into one path. The conversation also examines how people use books and social media to signal status, and why fame can create unexpected personal costs.

Published Jun 4, 20192 hrs 11 min

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JRE ClipsPodcastsVirtue signaling and activismShutting down lectures

Joe Rogan on Jordan Peterson’s View of Protesters and Free Speech

In this JRE Clips conversation, Joe Rogan and Jordan Peterson explore why some activists target lectures and speakers they oppose. Peterson describes activism as, at times, an easy way to display virtue, gain social approval, and avoid the difficult, private work of self-improvement. The discussion also broadens into a critique of postmodern and identity-based thinking, with Peterson arguing that attacks on free speech often reflect a deeper rejection of the autonomous individual and the value of open dialogue.

Published Nov 29, 201810 min 20 sec

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FRONTLINE PBS | OfficialDocumentaries Politics PodcastsFacebook’s rapid riseMission and company culture

The Facebook Dilemma, Part One (full documentary) | FRONTLINE

In Part One of this FRONTLINE special, James Jacoby investigates Facebook’s early ambitions, rapid expansion, and the warnings that emerged as the platform grew into a powerful force in politics, privacy, and technology. Told through interviews with company insiders and former employees, the documentary explores the company’s mission, its move-fast culture, and the algorithmic systems behind News Feed as it asks how Facebook’s growth may have helped reshape public life.

Published Oct 29, 201855 min 18 sec

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PowerfulJREPodcasts DocumentariesLive lectures as real discussionWhy long-form conversation is growing

Joe Rogan Experience #1139 - Jordan Peterson

This episode excerpt centers on Peterson’s live discussions with large audiences and why extended conversation has become so compelling in podcasts and public events. Rogan and Peterson examine the limits of mainstream media, the appeal of uninterrupted debate, and how new platforms let complicated ideas develop in real time.

Published Jul 2, 20183 hrs 20 min

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PowerfulJREPodcastsStudio introductionDifficult childhood

Joe Rogan Experience #1080 - David Goggins

In this excerpt from Joe Rogan Experience #1080, David Goggins reflects on the painful, formative experiences behind his reputation for extreme toughness. He discusses a childhood marked by fear, abuse, poverty, racism, and insecurity, then traces how those pressures followed him into school, military training, and adulthood. The segment focuses on the gap between the public image of Goggins and the scared, struggling person he says he once was, setting up the transformation that made him known for relentless mental and physical discipline.

Published Feb 19, 20181 hr 54 min

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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.

{ "video_id": "WLSNPkf8RCU", "title": "The Interrogation of Stephanie Lazarus | JCS - Criminal Psychology", "channel": "JCS - Criminal Psychology", "topics": [ "A staged consultative meeting", "Testing reaction to John Rutton", "Evasive memory and overexplaining" ], "comment_themes": [ "The case feels distant", "Stephanie’s wording stands out", "Reminder about legal caution" ], "transcript_excerpt": "The investigators already knew how to say John Rutton's name correctly. The" }