Project Lens is an alpha-level demo. The data sets are incomplete and imbalanced and algorithm parameters are being tuned. Results should thus be considered directional. Want to provide feedback, request features, or collaborate?

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YouTube Channel

vs. Baseline Lens Category
11.2x Niskanen Center Think Tanks
11.2x Foreign Policy Journalism
5.0x The Verge Journalism
2.3x Recode Journalism
1.9x Environmental Journalists Culture and Political Economy
1.2x The New York Times Journalism
1.1x The Intercept Journalism
1.0x Baseline system
1.0x Reality-Based Community system
1.0x The Atlantic Journalism
0.8x VICE Journalism
0.6x Non-Fungible Tokens (NFTs) Crypto
0.6x Schumacher Circle Culture and Political Economy
0.6x Founders Fund Venture Capital
0.6x Fair Vote Culture and Political Economy
0.6x Claremont Institute Culture and Political Economy
0.5x Environmental Defense Fund Culture and Political Economy
0.4x RAND Corporation Think Tanks
0.4x Existential Risks Culture and Political Economy
0.3x Polkadot Crypto
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.3x Harper's Open Letter Culture and Political Economy
0.2x American Enterprise Institute Think Tanks
0.2x National Bureau of Economic Research Think Tanks
0.2x Wall Street Journal Journalism
0.2x New Yorker Journalism
0.2x Index Ventures Venture Capital
0.2x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Washington Post Journalism
0.2x Reuters Journalism
0.2x The Daily Beast Journalism
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Extinction Rebellion Culture and Political Economy
0.1x Council on Foreign Relations Think Tanks
0.1x CNBC Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x Accel Venture Capital
0.1x Asia Society Policy Institute Think Tanks
0.1x Bessemer Venture Capital
0.1x Hudson Institute Think Tanks
0.1x Eurasia Group Think Tanks
0.1x Stat News Journalism
0.1x The New York Post Journalism
0.1x Sierra Clib Culture and Political Economy
0.1x Mercatus Center Think Tanks
0.1x Sequioa Venture Capital
0.1x Epidimiology Twitter Science
0.1x Atlantic Council Think Tanks
0.1x The Economist Journalism
0.1x OANN Journalism
0.1x Techcrunch Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Cato Institute Think Tanks
0.1x Cosmos Crypto
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Degrowth Culture and Political Economy
0.0x The Los Angeles Times Journalism
0.0x Urban Institute Think Tanks
0.0x Financial Times Journalism
0.0x Biotech Science
0.0x Heritage Foundation Think Tanks
0.0x My Climate Journey Venture Capital
0.0x Peterson Institute for International Economics Think Tanks
0.0x Zig Software Engineering
0.0x Philosophy Twitter Science
0.0x Earth Institute Think Tanks
0.0x Ethereum Crypto
0.0x EFF Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Wired Journalism
0.0x BuzzFeed Journalism
0.0x Decentralized Finance (DeFi) Crypto
0.0x Anarachists Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Crypto Infrastructure Crypto
0.0x The Dispatch Journalism
0.0x Epidemiology Journalism Science
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x The Information Journalism
0.0x RadicalxChange Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Crypto Angels Crypto
0.0x Benchmark Capital Venture Capital
0.0x Homebrew Venture Capital
0.0x Moderate Conservatism Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Crypto Journalists Crypto
0.0x Crypto Political Economy Crypto
0.0x Works in Progress Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x Rationality Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Village Global Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Palladium Magazine Journalism
0.0x Progress Studies Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism