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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": "aJI8XTa_DII",
  "title": "Putin and the Presidents (full documentary) | FRONTLINE",
  "channel": "FRONTLINE PBS | Official",
  "topics": [
    "Putin’s rise and early meetings with U.S. presidents",
    "Cold War memory and Russian grievance",
    "Democracy, power, and American foreign policy"
  ],
  "comment_themes": [
    "Skepticism about leaders",
    "Criticism of U.S. actions abroad",
    "Attention to presidential moments"
  ],
  "transcript_excerpt": "presidents one near the end of his term the other beginning a new Putin was wary"
}

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Showing 289-300 of 486 showcases on page 25

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FRONTLINE PBS | OfficialDocumentaries PoliticsPutin’s rise and early meetings with U.S. presidentsCold War memory and Russian grievance

Putin and the Presidents (full documentary) | FRONTLINE

This FRONTLINE film follows Vladimir Putin’s relationship with five American presidents and the escalating tensions between Russia and the West. It focuses on key moments that shaped Putin’s outlook, from the end of the Cold War to the Iraq War and the Munich security speech.

Published Jan 24, 202352 min 46 sec

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800 Pound Gorilla MediaProgrammingOffense and sensitivityOhio upbringing

Matt Rife | Only Fans (Full Comedy Special)

This 800 Pound Gorilla Media special features Matt Rife performing a fast, confrontational stand-up set built around social tension, identity, and self-image. The excerpt includes crowd work, culture jokes, and repeated callbacks to appearance and upbringing, while public comments emphasize the clip’s sharp delivery and breakout potential.

Published Jan 20, 20231 hr 3 min

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Huberman Lab ClipsCreator EconomyOnset and DurationFat Storage and Retention

How Marijuana Affects the Brain & Body | Dr. Andrew Huberman

This clip from Huberman Lab Clips summarizes how marijuana affects the brain and body, with a focus on timing, receptor activity, and the range of reported effects.

Published Jan 3, 202321 min 37 sec

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NOVA PBS OfficialDocumentaries FinanceCat origins and domesticationCat behavior and communication

Cat Tales | Full Documentary | NOVA | PBS

This NOVA PBS documentary examines the secret history of domestic cats and the science behind their appeal. It looks at cat origins, behavior, emotional signaling, and the reasons cats continue to fascinate and comfort people.

Published Nov 29, 202253 min 32 sec

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Folding IdeasProgramming Creator EconomyWorld of Warcraft and social normsInstrumental play vs. free play

Why It's Rude to Suck at Warcraft

Folding Ideas looks at World of Warcraft through the lens of game studies, asking why being bad at the game can feel rude and how player communities define legitimate play. The video traces the conflict between optimization and freer forms of play, then shows how social expectations, roleplay, raiding, and reward systems shape what counts as success.

Published Nov 25, 20221 hr 24 min

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DefunctlandCreator Economy DocumentariesBroadcast sound signaturesDisney Channel branding history

Disney Channel's Theme: A History Mystery

A Defunctland investigation into the origins of the Disney Channel theme, framed through the history of broadcast branding and the evolution of channel IDs, interstitials, and sound signatures.

Published Nov 20, 20221 hr 31 min

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SEADocumentaries Creator EconomyObservable universeRedshift and expansion

The Ultimate Journey to the Edge of the Universe (4K)

A cinematic astronomy documentary from SEA that explores the edge of the observable universe and the largest known structures in space. The transcript centers on how light, redshift, and cosmic expansion shape our view of the universe, while viewer comments praise the video’s clarity, pacing, and immersive presentation.

Published Nov 17, 202242 min 44 sec

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hbomberguyRoblox Oof originSound effect detective work

ROBLOX_OOF.mp3

hbomberguy investigates the long-running mystery of the Roblox Oof sound, tracing it back through earlier game audio sources and the people and companies behind it. The excerpt combines internet lore, sound-effect history, and a broader look at Tommy Tallarico’s role in video game culture.

Published Nov 17, 20221 hr 57 min

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PBS AmericaDocumentaries Creator EconomyStonehenge mysteriesStonehenge construction

Secrets of Stonehenge (2011) | Full Documentary | NOVA

PBS America presents a NOVA investigation into the enduring mysteries of Stonehenge. Archaeologists use excavation, landscape research, and analysis of cremated bone to examine the monument's construction, its stones from Britain and Wales, and the society that created it.

Published Nov 14, 202252 min 55 sec

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NOVA PBS OfficialDocumentaries AI Creator EconomyNazca Lines and geoglyphsDrone and AI archaeology

Nazca Desert Mystery | NOVA PBS Official Documentary

This NOVA PBS documentary investigates the Nazca Lines in Peru’s southern desert, asking who made the geoglyphs, what they may have meant, and how newer discoveries are changing the story. The excerpt follows Peruvian archaeologist Johny Isla and other researchers as they examine desert landscapes, hillside figures, Paracas textiles, and living traditions connected to ancient Andean societies.

Published Nov 4, 202253 min 31 sec

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Jenny NicholsonDocumentariesEvermore Park pitchBrett Schneider’s ventures

Evermore: The Theme Park That Wasn't

Jenny Nicholson examines Evermore Park’s ambitious pitch, its stalled development, and the broader history around Brett Schneider’s ventures. The video combines theme park lore, business backstory, and commentary on immersive entertainment with a skeptical, comedic lens.

Published Nov 4, 20223 hrs 48 min

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Ari ShaffirCreator EconomyJewish identity and upbringingBiblical parody

Ari Shaffir - JEW (2022) FULL SPECIAL

Ari Shaffir’s full special leans into identity-based stand-up, using fast, confrontational storytelling to joke about Judaism, the Bible, Hanukkah, religious schooling, and the differences between Jewish and Christian traditions.

Published Nov 2, 20221 hr 29 min

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