Monitor public policy narratives
Track topics and language across political interviews, explainers, debates, and commentary videos.
YouTube topic showcases
Explore public political videos, interviews, and commentary examples where structured transcripts, public comments, summaries, topics, and metadata support media monitoring, public-content research, and narrative analysis workflows.
What this topic demonstrates
These examples focus on lawful public YouTube data workflows: public video metadata, available transcript excerpts, visible public comments, topic summaries, and downstream analysis records.
Track topics and language across political interviews, explainers, debates, and commentary videos.
Use structured summaries and timestamped excerpts to make long political videos easier to review.
Identify viewer questions, objections, and reactions in visible public comment samples.
Store video metadata, transcript context, topics, and comment signals for lawful public-content analysis.
Showcase grid
Showing 24 structured records from 77 matching public YouTube showcases.
PBD Podcast #807 is a business-and-news roundup anchored by a heated reaction to Ferrari’s latest all-electric car and concerns about depreciation and brand direction. The conversation then moves through political, economic, and cultural headlines, including New York real estate rhetoric, oil prices, Alberta separatism, Middle East diplomacy, youth employment, AI, and business-building lessons.
In this PBD Podcast episode, the hosts cover a wide range of current events, led by speculation about a possible U.S.-Iran agreement and what it could mean for nuclear materials, sanctions, and regional shipping routes. The conversation also includes White House security headlines, reported threats tied to Ivanka Trump, and a mention of Hasan Piker facing a subpoena-related issue. Along the way, the panel reacts to Memorial Day, shares a prayer, and briefly touches on business and education topics, including AI’s impact on consulting and discounted MBA programs.
In this All-In episode, the hosts and guest Gavin Baker discuss Andrej Karpathy joining Anthropic, the promise of recursive self-improvement, and the possibility of faster AI gains through new model architectures. The conversation also touches on how AI should be framed: as a source of user utility and productivity, not just a source of fear. Comments show strong engagement, with praise for the episode’s depth alongside debate about AI’s impact on labor and transparency in product rollouts.
In this PBD Podcast roundup, the hosts move quickly through politics, business, and culture, covering a reported heated Trump call, Iran-related headlines, AI and big-tech developments, and a discussion of AOC’s data center visit. The excerpt also previews additional topics like legal cases, media clips, and viral stories that shape the broader episode.
In this PBD Podcast conversation, Steve Hilton lays out his case for why California has become dysfunctional, arguing that unions have too much power over elected officials and policy decisions. The discussion centers on housing affordability, CEQA-related lawsuits, teacher union influence, and the state’s long-running budget and education problems. Hilton also explains why he believes changing California will require challenging the political structure that has shaped the state for years.
In this excerpt from The Joe Rogan Experience, Joe Rogan and Marc Andreessen focus on crime in Austin and Chicago, and the controversy around public-safety technology like Flock and ShotSpotter. Andreessen describes how camera and audio systems can help police respond faster, while Rogan presses the concerns about mass surveillance, abuse, and political backlash. The discussion also touches on crime reporting, trust in local governments, and the tension between privacy and enforcement.
This All-In Podcast episode centers on the Trump-Xi summit and what success could look like for trade, stability, and U.S.-China economic cooperation. The discussion also includes Marc Benioff’s perspective on Salesforce, software in China, and the value of bringing major CEOs into the conversation, alongside broader tech and climate topics mentioned in the title.
In this excerpt from The Joe Rogan Experience, Joe Rogan and Scott Horton talk candidly about the rise of podcasting, the decline of broadcast television, and the value of uncensored long-form interviews. Horton also shares how his earlier conspiracy-minded worldview changed over time as he focused more on U.S. foreign policy, empire, and the mechanics of global influence. The discussion stays centered on media, archives, radio, and the political frameworks that shape international affairs.
In this PowerfulJRE episode, Joe Rogan speaks with Gad Saad about Suicidal Empathy, a new book that builds on The Parasitic Mind by arguing that ideas and emotions can be hijacked in ways that distort judgment. The discussion moves from parasitology and the wood cricket metaphor to examples of empathy crossing into irrational or self-defeating territory in crime, justice, and public discourse. Saad also announces that he is moving permanently to Oxford, Mississippi, after receiving an EB-1A visa, marking a major personal and professional transition.
All-In Podcast examines Elon’s reported Anthropic-related compute deal, the scarcity of power and GPU supply in AI, and the possibility of a new hyperscaler-like winner in the market. The hosts also debate valuation, infrastructure buildout, and the political backlash shaping the AI boom.
In this Bernard Marr interview, Reid Hoffman discusses AI’s biggest opportunities, from strategic optimism and “superagency” to practical assistants, coding tools, personalization, and healthcare. He also touches on how AI may change jobs and why physical AI is likely to advance more slowly than software-based systems.
In this excerpt from Joe Rogan Experience #2495, Tim Burchett talks about UFO disclosure, government secrecy, and why he thinks information on the subject is still being tightly controlled. He reflects on his childhood interest in UFOs, describes being briefed by officials and other sources, and explains why he remains skeptical that the public will get a full answer anytime soon.
In this Joe Rogan Experience episode, Joe Rogan and Chamath Palihapitiya move from UFO disclosures and ancient texts to a broader theory about attention, technology, and society. Chamath argues that attention has shaped major tech eras and that the deeper issue today is a growing imbalance between labor and capital. The comments show the familiar JRE mix of humor, skepticism, and fascination with big ideas.
In this All-In Podcast excerpt, the hosts discuss New York City’s proposed pied-à -terre tax and whether it could reduce demand for second homes, slow development, and shift capital to other markets. The conversation also contrasts restrictive housing policy in blue-state cities with more permissive building in places like Austin, while touching on broader concerns about market behavior, wealthy buyers, and city vitality.
In this episode of The Diary Of A CEO, the conversation centers on a geopolitical risk report and the idea that the U.S. has become a major source of global uncertainty. The excerpt also explores China’s long-term buildup in critical minerals and electric vehicle supply chains, the possibility of a weaker global order without clear leadership, and the role of AI as a hidden systemic risk. The tone is serious but leaves room for a final question: whether these disruptions can be turned into something better.
In this Joe Rogan Experience episode, Spencer Pratt discusses his decision to run for mayor of Los Angeles and uses the conversation to critique wildfire preparedness, nonprofit fundraising, homelessness spending, and city oversight. The excerpt emphasizes his frustration with what he sees as mismanagement and his plan to push for investigations and accountability.
In this All-In Podcast episode, the hosts react to Anthropic’s decision to hold back its Mythos model after reported cyber capabilities and thousands of discovered vulnerabilities. The discussion centers on whether the move reflects genuine safety concerns, competitive strategy, or both, alongside broader reflections on AI release practices and defensive coordination.
In this excerpt, Karen Hao discusses the research behind her book on OpenAI and the wider AI industry, explaining how her reporting took her beyond Silicon Valley and into the real-world consequences of AI development. The conversation covers the origins of AI, the shifting definitions of AGI, and the idea that companies tailor their messaging to different audiences to support growth, funding, and influence. Hao also raises concerns about labor, creators, regulation, and environmental harm, while arguing that the same capabilities could potentially be developed in less damaging ways.
In this Joe Rogan Experience conversation with Pierre Poilievre, the discussion moves from a custom kettlebell presentation and training philosophy into Poilievre’s personal path from sports injury to politics. They also talk about early political influences, free-market ideas, and broader reflections on Canada, public trust, and government decisions.
In this All-In Podcast segment, the hosts discuss the Iran war through a market and macro lens, focusing on Brent crude volatility, inflation forecasts, and the risk of broader escalation. They debate whether the conflict will remain a limited, short-duration campaign or turn into a prolonged quagmire, and why an off-ramp matters for markets and geopolitics. The conversation also briefly touches on State of the Union politics and the rollout of Trump accounts for kids.
In this Dwarkesh Patel conversation, Renaissance historian Ada Palmer explains why Italian city republics emerged, how instability shaped political life, and why Renaissance elites turned to Roman models of virtue, education, and aesthetics. The excerpt focuses on Petrarch, the search for manuscripts, the use of classical culture as legitimacy, and Florence’s surprising role as a hub of wealth, learning, and political theater.
In this All-In Podcast conversation, Ray Dalio revisits his big-cycle framework and connects it to US debt, government spending, gold, and the challenge of making public systems more efficient. The episode frames AI, money, and state capacity within a broader discussion of structural change and economic risk.
In this excerpt from The Joe Rogan Experience, Joe Rogan speaks with Rachel Wilson about her book, her unusual family background, and the ideas that influenced her views on feminism, school, and success. The discussion centers on how conflicting political households, formal education, and personal ambition shaped her path and the perspective behind her book, The Occult Feminism: The Secret History of Women’s Liberation.
This 60 Minutes report follows the rapid development of humanoid robots as AI pushes them from research labs toward real factory work. The segment centers on Boston Dynamics’ Atlas, seen in a first real-world test at Hyundai’s plant near Savannah, Georgia, where engineers are training the robot to sort parts and learn tasks autonomously. It also examines the broader robotics race, the role of machine learning and Nvidia chips, and the questions raised about jobs, safety, and how soon humanoids may join the workforce.
API workflow
Crawlora's YouTube endpoints help teams collect public video context, available transcript text, visible comment signals, and metadata for search, monitoring, research, and AI workflows.
Capture video ID, channel, publish date, duration, title, and source URL for each public YouTube record.
Retrieve available transcript text and timestamped excerpts for search, summaries, citations, and RAG inputs.
Collect visible public comments where available to understand questions, objections, and audience themes.
Persist normalized JSON for dashboards, monitoring, internal search, LLM workflows, or research reports.
Internal links
Browse finance and market commentary YouTube examples with transcript excerpts, comments, summaries, and metadata for public market research.
Open topicBrowse documentary-style YouTube examples with transcript excerpts, structured summaries, topics, and metadata for research, search, and AI workflows.
Open topicExplore long-form podcast examples with YouTube transcripts, comments, topics, and summaries for searchable podcast research and video intelligence workflows.
Open topicBrowse business YouTube examples with transcript excerpts, comment themes, summaries, and metadata for market research, founder analysis, and audience insights.
Open topic