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?

aleutiandream

YouTube Channel

vs. Baseline Lens Category
36.6x The Intercept Journalism
12.9x Stat News Journalism
7.6x Washington Post Journalism
7.1x Environmental Journalists Culture and Political Economy
5.3x Niskanen Center Think Tanks
5.3x Foreign Policy Journalism
4.0x Center for American Progress Think Tanks
2.9x Recode Journalism
2.9x The Daily Beast Journalism
2.5x The Los Angeles Times Journalism
2.5x Financial Times Journalism
2.4x Non-Fungible Tokens (NFTs) Crypto
2.4x Schumacher Circle Culture and Political Economy
2.4x Founders Fund Venture Capital
2.4x Fair Vote Culture and Political Economy
2.2x American Enterprise Institute Think Tanks
2.2x National Bureau of Economic Research Think Tanks
2.1x Claremont Institute Culture and Political Economy
2.0x VICE Journalism
1.9x Environmental Defense Fund Culture and Political Economy
1.9x Founders Informal Community
1.8x BuzzFeed Journalism
1.7x The Atlantic Journalism
1.7x RAND Corporation Think Tanks
1.4x Existential Risks Culture and Political Economy
1.3x Bloomberg Opinion Journalism
1.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.1x Polkadot Crypto
1.0x Baseline system
0.9x Reality-Based Community system
0.9x The Verge Journalism
0.9x Ars Technica Journalism
0.8x Brookings Think Tanks
0.8x Ecomodernists Culture and Political Economy
0.7x Rust Software Engineering
0.7x Belfer Center Think Tanks
0.7x Atlantic Council Think Tanks
0.7x Index Ventures Venture Capital
0.7x Biotech Science
0.7x Hudson Institute Think Tanks
0.6x Reuters Journalism
0.6x Populist Libertarians Culture and Political Economy
0.6x Intergovernmental Panel on Climate Change (IPCC) Science
0.6x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.5x The New York Times Journalism
0.5x Extinction Rebellion Culture and Political Economy
0.5x CNBC Journalism
0.5x Ecosocialism Culture and Political Economy
0.5x Degrowth Culture and Political Economy
0.4x Accel Venture Capital
0.4x New Yorker Journalism
0.4x Asia Society Policy Institute Think Tanks
0.4x The Dispatch Journalism
0.3x Bessemer Venture Capital
0.3x Moderate Conservatism Culture and Political Economy
0.3x Eurasia Group Think Tanks
0.3x Sierra Clib Culture and Political Economy
0.3x The New York Post Journalism
0.3x Adam Smith Institute Think Tanks
0.3x Foundation Against Intolerance and Racism Culture and Political Economy
0.3x Techcrunch Journalism
0.3x Think Tanks system
0.3x Sequioa Venture Capital
0.3x Epidimiology Twitter Science
0.3x The Economist Journalism
0.2x ClimateTwitter Science
0.2x Harper's Open Letter Culture and Political Economy
0.2x OANN Journalism
0.2x Palladium Magazine Journalism
0.2x Cato Institute Think Tanks
0.2x Black Lives Matter Culture and Political Economy
0.2x Urban Institute Think Tanks
0.2x Cosmos Crypto
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Heritage Foundation Think Tanks
0.1x Council on Foreign Relations Think Tanks
0.1x Berggruen Institute Think Tanks
0.1x Crypto Infrastructure Crypto
0.1x Wall Street Journal Journalism
0.1x Anarachists Culture and Political Economy
0.1x My Climate Journey Venture Capital
0.1x Philosophy Twitter Science
0.1x Peterson Institute for International Economics Think Tanks
0.1x Hoover Institution Think Tanks
0.1x Zig Software Engineering
0.1x Earth Institute Think Tanks
0.1x Ethereum Crypto
0.1x EFF Culture and Political Economy
0.1x Decentralized Web Crypto
0.1x Sutter Hill Ventures Venture Capital
0.1x Wired Journalism
0.1x EconTwitter Science
0.1x Khosla Ventures Venture Capital
0.1x Standard Crypto Venture Capital
0.1x Initialized Capital Venture Capital
0.1x Decentralized Finance (DeFi) Crypto
0.1x Effective Altruism Culture and Political Economy
0.1x Climate Solutions Culture and Political Economy
0.1x Epidemiology Journalism Science
0.1x IDEO Founder Collective Crypto
0.1x Public Goods Funding Crypto
0.1x Crypto Investing Crypto
0.1x The Information Journalism
0.1x A16Z Venture Capital
0.1x RadicalxChange Culture and Political Economy
0.0x Crypto Angels Crypto
0.0x Mercatus Center Think Tanks
0.0x Rationality Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Crypto VC Crypto
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 Persuasion Community Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism