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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.

Page 24 of 33

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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": "aICaAEXDJQQ",
  "title": "The Insane Engineering of James Webb Telescope",
  "channel": "Real Engineering",
  "topics": [
    "Early-universe astronomy",
    "L2 orbit choice",
    "Sunshield thermal design"
  ],
  "comment_themes": [
    "Engineering explained clearly",
    "Precision and technical scrutiny"
  ],
  "transcript_excerpt": "It’s extremely useful for Sun observation satellites. However, the nature of the James Webb telescope's job wants it to avoid the light from the Sun"
}

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Showcase library

Showing 277-288 of 391 showcases on page 24

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Real EngineeringEarly-universe astronomyL2 orbit choice

The Insane Engineering of James Webb Telescope

Real Engineering explains the James Webb Telescope as a landmark in space engineering, from its 10 billion dollar mission and Ariane 5 launch to its sunshield, cryocooler, and deep-space operating environment. The video frames Webb as a carefully designed instrument for seeing back to the early universe, and the comments reflect strong interest in both the engineering and the educational value.

Published Dec 18, 202131 min 12 sec

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Mayday: Air DisasterPodcasts Programming Creator EconomyFuel system alertsEmergency diversion

Worst Plane Crashes Of All Time | Mega Marathon | FULL EPISODES | Mayday: Air Disaster

This Mayday: Air Disaster episode follows Air Canada Flight 143 as fuel pressure warnings turn into a full power loss over central Canada. The transcript highlights the crew's attempt to divert to Winnipeg, the loss of both engines, and the urgent effort to guide the aircraft to a landing using limited instruments and backup procedures.

Published Dec 17, 20212 hrs 29 min

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WendigoonPolitics Podcasts DocumentariesSeries premiseAlex Kansas

The Monsters Beneath Us: The Monument Mythos

Wendigoon presents an enthusiastic introduction to the Monument Mythos, describing it as a complex alternate-history conspiracy story where governments may be hiding supernatural creatures for their own purposes. The video frames the series as an in-universe investigation by Alex Kansas and previews a deep episode-by-episode breakdown, timeline work, and theory discussion.

Published Dec 4, 20213 hrs 5 min

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DefunctlandBusiness Programming Creator EconomyQueueing theoryEarly park systems

Disney's FastPass: A Complicated History

This Defunctland video examines the history and psychology of Disney park lines, using queueing theory to explain why waits happen and how Disney tried to control them. The excerpt follows the evolution from early ticket systems and switchback queues to later reservation-based ideas, with Bruce Laval and park operations at the center of the story.

Published Nov 21, 20211 hr 42 min

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Summoning SaltBusinessAll-sports categoryGame-specific strategy

The History of Wii Sports World Records

Summoning Salt traces the history of Wii Sports world records through the game’s main all-sports speedrun category. The video explains how runners handle tennis, baseball, bowling, golf, and boxing, then follows the records as they improve through new strategies, version-specific advantages, and standout performances from multiple players.

Published Nov 20, 202144 min 38 sec

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Randy FeltfaceCareer low pointMusical self-mockery

Randy Feltface - Purple Privilege - Full Special

Randy Feltface - Purple Privilege - Full Special is a comedy special excerpt that blends self-deprecating career collapse, audience interaction, and theatrical musical bits. The transcript leans into privilege, judgment, and the absurdity of performing through personal upheaval, while comments spotlight its quotable lines and abrupt shift from stand-up into song.

Published Nov 13, 20211 hr 1 min

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Jenny NicholsonDocumentaries Podcasts ProgrammingStory and structureBen Platt casting

A needlessly thorough roast of Dear Evan Hansen (2021)

Jenny Nicholson delivers a long-form roast of Dear Evan Hansen (2021), using the film’s awkward story, questionable adaptation choices, and Ben Platt’s miscasting to build a precise, comedic critique. The result is a detailed commentary on how the movie turns an already divisive musical into something even stranger on screen.

Published Oct 12, 20211 hr 17 min

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FRONTLINE PBS | OfficialDocumentaries PoliticsPost-9/11 NSASnowden and the leak

United States of Secrets, Part One | FRONTLINE PBS

FRONTLINE’s United States of Secrets, Part One traces the rise of NSA surveillance after 9/11 and the secret reporting that brought Edward Snowden’s documents to light. The episode follows journalists Glenn Greenwald, Laura Poitras, and Barton Gellman as they pursue a source with access to top-secret material, while also examining the agency’s internal debate over domestic spying and constitutional limits.

Published Sep 9, 20211 hr 53 min

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ContraPointsPolitics Creator EconomyInternet outrage and class resentmentWhat envy means

Envy | ContraPoints

This ContraPoints video uses internet scandals, celebrity privilege discourse, and psychological theory to explore envy as a corrosive response to inequality and comparison.

Published Aug 7, 20211 hr 48 min

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FRONTLINE PBS | OfficialDocumentaries PoliticsOregon as case studyMeth production changes

The Meth Epidemic (full documentary) | FRONTLINE

This FRONTLINE documentary, made with The Oregonian, looks again at the meth epidemic, following its impact on communities, law enforcement, families, and treatment policy. The excerpt covers the rise of meth use, the response to pseudoephedrine controls, the spread of 'shake and bake' production, and the search for answers in addiction science and state-level treatment programs.

Published Jul 27, 202153 min 17 sec

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FRONTLINE PBS | OfficialDocumentaries Finance PoliticsQuantitative easingAsset prices and market rallies

The Power of the Fed (full documentary) | FRONTLINE

This FRONTLINE documentary examines the power of the Federal Reserve, from the 2008 financial crisis to the pandemic era, and asks how its experimental policies shaped markets, asset prices, and everyday economic life.

Published Jul 13, 202153 min 17 sec

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FRONTLINE PBS | OfficialDocumentaries Politics Creator EconomyMass incarceration in the United StatesBeecher Terrace and intergenerational prison cycles

Prison State (full documentary) | FRONTLINE

This FRONTLINE documentary examines how mass incarceration affects one American neighborhood and a state trying to address a broken system. The transcript excerpt connects prison, jail, family instability, schools, addiction, mental health, and public spending through firsthand accounts and reporting from Kentucky.

Published Jun 15, 20211 hr 23 min

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