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?

q2q4me

YouTube Channel

vs. Baseline Lens Category
14.8x The New York Post Journalism
8.3x Heritage Foundation Think Tanks
8.2x OANN Journalism
5.7x Hoover Institution Think Tanks
5.6x The Dispatch Journalism
4.3x Atlantic Council Think Tanks
4.1x American Enterprise Institute Think Tanks
4.1x National Bureau of Economic Research Think Tanks
4.1x Moderate Conservatism Culture and Political Economy
4.1x Hudson Institute Think Tanks
3.7x Foundation Against Intolerance and Racism Culture and Political Economy
3.3x Cato Institute Think Tanks
3.3x Populist Libertarians Culture and Political Economy
2.5x Wall Street Journal Journalism
2.5x The New York Times Journalism
1.9x Think Tanks system
1.7x Washington Post Journalism
1.6x Eurasia Group Think Tanks
1.5x The Atlantic Journalism
1.5x Brookings Think Tanks
1.3x Bloomberg Opinion Journalism
1.0x Baseline system
1.0x Epidemiology Journalism Science
1.0x Earth Institute Think Tanks
1.0x Center for American Progress Think Tanks
0.9x Reality-Based Community system
0.8x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.8x The Intercept Journalism
0.8x Biotech Science
0.8x Niskanen Center Think Tanks
0.8x Foreign Policy Journalism
0.8x CNBC Journalism
0.8x Homebrew Venture Capital
0.7x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
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
0.5x Claremont Institute Culture and Political Economy
0.5x Environmental Defense Fund Culture and Political Economy
0.5x Ars Technica Journalism
0.4x Recode Journalism
0.4x RAND Corporation Think Tanks
0.3x Existential Risks Culture and Political Economy
0.3x Black Lives Matter Culture and Political Economy
0.3x Council on Foreign Relations Think Tanks
0.3x Reuters Journalism
0.3x Polkadot Crypto
0.2x Adam Smith Institute Think Tanks
0.2x Ecomodernists Culture and Political Economy
0.2x Harper's Open Letter Culture and Political Economy
0.2x Persuasion Community Culture and Political Economy
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Index Ventures Venture Capital
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Extinction Rebellion Culture and Political Economy
0.1x Ecosocialism Culture and Political Economy
0.1x A16Z Venture Capital
0.1x Accel Venture Capital
0.1x Mercatus Center Think Tanks
0.1x Stat News Journalism
0.1x Asia Society Policy Institute Think Tanks
0.1x Bessemer Venture Capital
0.1x Sierra Clib Culture and Political Economy
0.1x Initialized Capital Venture Capital
0.1x Techcrunch Journalism
0.1x Sequioa Venture Capital
0.1x Epidimiology Twitter Science
0.1x Works in Progress Culture and Political Economy
0.1x The Economist Journalism
0.1x ClimateTwitter Science
0.0x Heterodox Academy Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x The Los Angeles Times Journalism
0.0x Urban Institute Think Tanks
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Financial Times Journalism
0.0x New Yorker Journalism
0.0x Crypto Infrastructure Crypto
0.0x Philosophy Twitter Science
0.0x My Climate Journey Venture Capital
0.0x Peterson Institute for International Economics Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Zig Software Engineering
0.0x Degrowth Culture and Political Economy
0.0x Ethereum Crypto
0.0x EFF Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Wired Journalism
0.0x Sutter Hill Ventures Venture Capital
0.0x EconTwitter Science
0.0x BuzzFeed Journalism
0.0x Progress Studies Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Anarachists Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x The Information Journalism
0.0x VICE Journalism
0.0x RadicalxChange Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Crypto Angels Crypto
0.0x Palladium Magazine Journalism
0.0x The Verge Journalism
0.0x The Daily Beast Journalism
0.0x 350.org Culture and Political Economy
0.0x Crypto Journalists Crypto
0.0x Crypto Political Economy Crypto
0.0x Crypto VC Crypto
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Environmental Journalists Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x Effective Altruism Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Newsmax Journalism