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?

pep

YouTube Channel

vs. Baseline Lens Category
6.8x Washington Post Journalism
5.9x The Intercept Journalism
4.1x Center for American Progress Think Tanks
3.3x Niskanen Center Think Tanks
3.3x Foreign Policy Journalism
2.4x VICE Journalism
2.2x Bloomberg Opinion Journalism
1.3x The Verge Journalism
1.3x Anarachists Culture and Political Economy
1.1x The Los Angeles Times Journalism
1.0x Baseline system
0.8x Reality-Based Community system
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 Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.6x The Atlantic Journalism
0.5x Claremont Institute Culture and Political Economy
0.5x Ecomodernists Culture and Political Economy
0.5x Recode Journalism
0.5x Environmental Defense Fund Culture and Political Economy
0.5x Degrowth Culture and Political Economy
0.4x RAND Corporation Think Tanks
0.4x American Enterprise Institute Think Tanks
0.4x National Bureau of Economic Research Think Tanks
0.4x Existential Risks Culture and Political Economy
0.4x The Daily Beast Journalism
0.3x Moderate Conservatism Culture and Political Economy
0.3x The Dispatch Journalism
0.3x Wall Street Journal Journalism
0.3x Polkadot Crypto
0.2x Reuters Journalism
0.2x Brookings Think Tanks
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Index Ventures Venture Capital
0.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Extinction Rebellion Culture and Political Economy
0.1x CNBC Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x Harper's Open Letter Culture and Political Economy
0.1x Accel Venture Capital
0.1x Rationality Culture and Political Economy
0.1x Stat News Journalism
0.1x New Yorker Journalism
0.1x Asia Society Policy Institute Think Tanks
0.1x Mercatus Center Think Tanks
0.1x Social Epistemology Culture and Political Economy
0.1x Bessemer Venture Capital
0.1x Hudson Institute Think Tanks
0.1x Eurasia Group Think Tanks
0.1x Sierra Clib Culture and Political Economy
0.1x Adam Smith Institute Think Tanks
0.1x Sequioa Venture Capital
0.1x Epidimiology Twitter Science
0.1x The New York Times Journalism
0.1x Atlantic Council Think Tanks
0.1x The Economist Journalism
0.1x Techcrunch Journalism
0.1x OANN Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Cato Institute Think Tanks
0.0x A16Z Venture Capital
0.0x Council on Foreign Relations Think Tanks
0.0x Cosmos Crypto
0.0x Urban Institute Think Tanks
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Financial Times Journalism
0.0x Hoover Institution Think Tanks
0.0x Heritage Foundation Think Tanks
0.0x Biotech Science
0.0x My Climate Journey Venture Capital
0.0x Peterson Institute for International Economics Think Tanks
0.0x Philosophy Twitter Science
0.0x The New York Post Journalism
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Zig Software Engineering
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 Standard Crypto Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Climate Solutions Culture and Political Economy
0.0x Crypto Infrastructure Crypto
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 350.org Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Homebrew Venture Capital
0.0x Crypto Journalists Crypto
0.0x Crypto Political Economy Crypto
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Environmental Journalists Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x Initialized Capital Venture Capital
0.0x Village Global Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
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