YouTube 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
Timestamped public captions are grouped into readable excerpts for search, RAG, and review workflows.
Representative comment samples and themes reveal audience language, questions, and objections.
Channel, publish date, duration, source URL, and video ID stay available for downstream joins.
Structured summaries and topics turn long-form videos into compact research context.
Each example connects to transcript, comments, metadata, Playground, docs, and pricing paths.
Cards expose topic and data badges so teams can scan examples by use case.
JSON preview
{
"video_id": "wNsqEntHuV8",
"title": "Purr Cat Cafe | Down the Rabbit Hole",
"channel": "Fredrik Knudsen",
"topics": [
"Crowdfunding and Launch Problems",
"Facebook Conflict",
"Animal Welfare Concerns"
],
"comment_themes": [
"Social Media Escalation",
"Business Missteps"
],
"transcript_excerpt": "the very proud cat adopted by diane kelly diane kelly loves cats and that is"
}Browse video intelligence
Showing 337-348 of 386 showcases on page 29
A transcript-based look at the Purr Cat Cafe controversy, centered on public Facebook disputes, alleged animal welfare concerns, and the business's struggle to open in Boston. The comments echo the same irony and frustration that made the story circulate online.
FRONTLINE's 'In the Age of AI' examines how artificial intelligence is reshaping global competition, business, work, surveillance, and democracy. The excerpt highlights AlphaGo, China's AI push, data-driven prediction, and the growing tension between innovation and accountability.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.