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?

bmk

YouTube Channel

vs. Baseline Lens Category
2.1x New Yorker Journalism
1.2x Earth Institute Think Tanks
1.2x Epidemiology Journalism Science
1.2x Washington Post Journalism
1.1x Benchmark Capital Venture Capital
1.0x Baseline system
0.9x The New York Times Journalism
0.9x EFF Culture and Political Economy
0.9x The Atlantic Journalism
0.9x Reality-Based Community system
0.8x Recode Journalism
0.7x Environmental Journalists Culture and Political Economy
0.6x Wired Journalism
0.6x The Los Angeles Times Journalism
0.5x Ars Technica Journalism
0.3x VICE Journalism
0.3x Columbia SIPA Center for Energy Policy Think Tanks
0.3x CNBC Journalism
0.3x Non-Fungible Tokens (NFTs) Crypto
0.3x Schumacher Circle Culture and Political Economy
0.3x Founders Fund Venture Capital
0.3x Fair Vote Culture and Political Economy
0.2x Claremont Institute Culture and Political Economy
0.2x The Verge Journalism
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Homebrew Venture Capital
0.2x Brookings Think Tanks
0.2x The Daily Beast Journalism
0.2x Degrowth Culture and Political Economy
0.2x Anarachists Culture and Political Economy
0.2x Wall Street Journal Journalism
0.2x RAND Corporation Think Tanks
0.2x ClimateTwitter Science
0.2x Existential Risks Culture and Political Economy
0.2x Moderate Conservatism Culture and Political Economy
0.1x The New York Post Journalism
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.1x Reuters Journalism
0.1x Crypto Infrastructure Crypto
0.1x Polkadot Crypto
0.1x Ecomodernists Culture and Political Economy
0.1x Peterson Institute for International Economics Think Tanks
0.1x BuzzFeed Journalism
0.1x Rust Software Engineering
0.1x Belfer Center Think Tanks
0.1x Bloomberg Opinion Journalism
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Village Global Venture Capital
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Index Ventures Venture Capital
0.1x Extinction Rebellion Culture and Political Economy
0.1x Founders Informal Community
0.1x Ecosocialism Culture and Political Economy
0.0x Accel Venture Capital
0.0x The Dispatch Journalism
0.0x Stat News Journalism
0.0x Initialized Capital Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Eurasia Group Think Tanks
0.0x American Enterprise Institute Think Tanks
0.0x National Bureau of Economic Research Think Tanks
0.0x Asia Society Policy Institute Think Tanks
0.0x Bessemer Venture Capital
0.0x Hudson Institute Think Tanks
0.0x Techcrunch Journalism
0.0x Sequioa Venture Capital
0.0x Epidimiology Twitter Science
0.0x Adam Smith Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x The Economist Journalism
0.0x Council on Foreign Relations Think Tanks
0.0x Rationality Culture and Political Economy
0.0x Center for American Progress Think Tanks
0.0x Cato Institute Think Tanks
0.0x OANN Journalism
0.0x Populist Libertarians Culture and Political Economy
0.0x Urban Institute Think Tanks
0.0x Black Lives Matter Culture and Political Economy
0.0x Financial Times Journalism
0.0x Heritage Foundation Think Tanks
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x A16Z Venture Capital
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Harper's Open Letter Culture and Political Economy
0.0x Philosophy Twitter Science
0.0x Biotech Science
0.0x My Climate Journey Venture Capital
0.0x EconTwitter Science
0.0x Hoover Institution Think Tanks
0.0x Zig Software Engineering
0.0x Ethereum Crypto
0.0x Standard Crypto Venture Capital
0.0x Crypto VC Crypto
0.0x Decentralized Web Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Climate Solutions Culture and Political Economy
0.0x The Information Journalism
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x Persuasion Community Culture and Political Economy
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 350.org Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Crypto Journalists Crypto
0.0x Bismark Analysis Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Mercatus Center Think Tanks
0.0x Works in Progress Culture and Political Economy
0.0x The Intercept Journalism
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x Effective Altruism 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 Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism