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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": "lLHaIw3DVgk",
  "title": "Sarah Millican: Chatterbox (2011) | Full Stand-Up Show",
  "channel": "Sarah Millican",
  "topics": [
    "Domestic observational comedy",
    "Soft tone, rude material",
    "Crowd work and audience rapport"
  ],
  "comment_themes": [
    "UK-specific familiarity",
    "Warm persona, very rude jokes",
    "Loyal fan response"
  ],
  "transcript_excerpt": "(audience laughing) And because I talk about cake's and puddings on stage,"
}

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Showcase library

Showing 397-408 of 461 showcases on page 34

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Sarah MillicanDomestic observational comedySoft tone, rude material

Sarah Millican: Chatterbox (2011) | Full Stand-Up Show

This stand-up showcase features Sarah Millican in Chatterbox, using calm, conversational delivery to land sharply explicit jokes about dating, living alone, pets, safety, and social awkwardness. The transcript excerpt shows her crowd work and observational style, while comments highlight her contrast of gentle tone and rude material, along with the show's distinctly British feel.

Published Dec 2, 20191 hr 40 min

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hbomberguyCreator EconomyGames That Do Not Need To Be FunSurvival Mechanics and Pressure

Pathologic is Genius, And Here's Why by hbomberguy

This hbomberguy video examines why Pathologic inspires intense praise despite being mechanically frustrating, visually abrasive, narratively dense, and difficult for many players to finish. Based on the transcript excerpt, the essay explains the game’s strange theatrical framing, plague-ridden setting, survival systems, and emphasis on futility, disempowerment, and artistic discomfort.

Published Nov 21, 20192 hrs 10 min

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MarkiplierProgramming Creator EconomyHeist setupVault sequence

A Heist with Markiplier

This showcase page presents a tense, comedic heist excerpt from Markiplier, where careful planning gives way to alarms, double-crossed timing, and a last-second escape decision.

Published Oct 30, 20195 min 48 sec

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PowerfulJREPolitics PodcastsPermanent RecordLegal pressure on the book

Edward Snowden on Mass Surveillance, Government Secrecy, and the Post-9/11 Era

In this excerpt from Joe Rogan Experience #1368, Edward Snowden introduces Permanent Record and frames the interview around mass surveillance, government secrecy, and the post-9/11 expansion of state power. He explains how the book’s release drew legal pressure, why he prefers longer conversations over brief media hits, and how he views the surveillance programs revealed in 2013 as a major constitutional shift that happened without public consent.

Published Oct 23, 20192 hrs 49 min

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ContraPointsCreator EconomyChildhood TasteWealth Signaling

Opulence | ContraPoints

ContraPoints frames opulence as more than sparkle or excess, tracing it through childhood taste, class signaling, American success mythology, pop culture, and ballroom performance. The video blends satire and cultural analysis to show how luxury aesthetics can express desire, power, and social distance at once.

Published Oct 12, 201949 min 6 sec

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PowerfulJREPodcastsDavid Fravor backgroundCarrier exercise and radar tracking

Joe Rogan Experience #1361 - Cmdr. David Fravor & Jeremy Corbell

This excerpt from PowerfulJRE features Commander David Fravor and Jeremy Corbell discussing Fravor’s military background and the events surrounding the well-known 2004 UFO encounter. The transcript focuses on carrier operations, radar tracking, and the moment Fravor’s flight investigates an unexplained object near the ocean surface. Public comments frame the episode as a major UFO interview that remained relevant long after release.

Published Oct 5, 20191 hr 54 min

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AhoyProgrammingDefining the first video gamePong and the shifting consensus

The First Video Game

Ahoy examines the disputed origin of video games and shows how the popular answer shifted as earlier examples came to light. The video connects arcade history, university computing, patent records, and home console development to explain why the question has no single neat answer.

Published Oct 4, 20191 hr

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FRONTLINE PBS | OfficialDocumentaries Politics Creator EconomyMBS and Saudi powerYemen and regional conflict

The Crown Prince of Saudi Arabia | FRONTLINE PBS Documentary

This FRONTLINE documentary follows Mohammed bin Salman’s rise in Saudi Arabia, the reforms and power politics tied to his leadership, and the global fallout from Jamal Khashoggi’s murder.

Published Sep 28, 20191 hr 54 min

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Fredrik KnudsenCreator Economy BusinessWingsOfRedemptionCall of Duty commentary

WingsOfRedemption | Down the Rabbit Hole

Fredrik Knudsen traces the story of Jordy Jordan, known online as WingsOfRedemption, from his 2009 Call of Duty commentary uploads and growing creator network to the later attention surrounding rage clips, conflicts, and online ridicule.

Published Sep 18, 20192 hrs 8 min

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ValuetainmentPodcasts Business Finance ProgrammingCuriosity and learningEarly ambition

Kobe Bryant’s Last Great Interview

This Valuetainment interview excerpt captures Kobe Bryant reflecting on curiosity, discipline, and the competitive habits that shaped his career. The conversation covers his early ambition, his approach to studying opponents, and the sacrifices that came with pursuing greatness at the highest level.

Published Aug 23, 20191 hr 3 min

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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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PowerfulJREPodcasts PoliticsDebates and sound bitesLong-form political conversation

Joe Rogan Experience #1330 - Bernie Sanders

Bernie Sanders discusses the limits of televised debates, the influence of money in politics, and his case for expanding health care access. The conversation focuses on drug pricing, lobbying power, and the value of longer political interviews.

Published Aug 6, 20191 hr 7 min

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