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?

movieclips

YouTube Channel

vs. Baseline Lens Category
5.6x Black Lives Matter Culture and Political Economy
4.2x Biotech Science
4.0x Center for American Progress Think Tanks
2.7x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.3x American Enterprise Institute Think Tanks
2.3x National Bureau of Economic Research Think Tanks
2.2x EFF Culture and Political Economy
2.0x Hoover Institution Think Tanks
1.8x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.8x Ars Technica Journalism
1.7x The Dispatch Journalism
1.7x Hudson Institute Think Tanks
1.5x Wall Street Journal Journalism
1.5x New Yorker Journalism
1.5x The Atlantic Journalism
1.4x Niskanen Center Think Tanks
1.4x Foreign Policy Journalism
1.4x Homebrew Venture Capital
1.4x Washington Post Journalism
1.4x The Intercept Journalism
1.3x Epidemiology Journalism Science
1.3x Harper's Open Letter Culture and Political Economy
1.3x The Daily Beast Journalism
1.3x Brookings Think Tanks
1.1x Foundation Against Intolerance and Racism Culture and Political Economy
1.1x Asia Society Policy Institute Think Tanks
1.0x Bloomberg Opinion Journalism
1.0x Moderate Conservatism Culture and Political Economy
1.0x Baseline system
0.9x The Los Angeles Times Journalism
0.9x Recode Journalism
0.9x The New York Times Journalism
0.9x Earth Institute Think Tanks
0.9x Reality-Based Community system
0.9x Populist Libertarians Culture and Political Economy
0.9x Benchmark Capital Venture Capital
0.9x Adam Smith Institute Think Tanks
0.8x Cato Institute Think Tanks
0.8x Non-Fungible Tokens (NFTs) Crypto
0.8x Schumacher Circle Culture and Political Economy
0.8x Founders Fund Venture Capital
0.8x Fair Vote Culture and Political Economy
0.7x Wired Journalism
0.7x Epidimiology Twitter Science
0.7x Think Tanks system
0.7x Claremont Institute Culture and Political Economy
0.6x Environmental Defense Fund Culture and Political Economy
0.6x Heterodox Academy Culture and Political Economy
0.6x Ecomodernists Culture and Political Economy
0.5x Council on Foreign Relations Think Tanks
0.5x RAND Corporation Think Tanks
0.5x Environmental Journalists Culture and Political Economy
0.4x Existential Risks Culture and Political Economy
0.4x The Verge Journalism
0.4x Sequioa Venture Capital
0.4x My Climate Journey Venture Capital
0.4x The New York Post Journalism
0.4x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x Rationality Culture and Political Economy
0.3x Polkadot Crypto
0.3x Columbia SIPA Center for Energy Policy Think Tanks
0.3x Works in Progress Culture and Political Economy
0.3x CNBC Journalism
0.3x Cosmos Crypto
0.3x Social Epistemology Culture and Political Economy
0.3x Persuasion Community Culture and Political Economy
0.3x VICE Journalism
0.3x Decentralized Web Crypto
0.3x Decentralized Autonomous Organizations (DAOs) Crypto
0.3x Reuters Journalism
0.3x ClimateTwitter Science
0.2x Mercatus Center Think Tanks
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Eurasia Group Think Tanks
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Founders Informal Community
0.2x Index Ventures Venture Capital
0.2x Extinction Rebellion Culture and Political Economy
0.2x Degrowth Culture and Political Economy
0.2x Khosla Ventures Venture Capital
0.2x Anarachists Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.1x Palladium Magazine Journalism
0.1x A16Z Venture Capital
0.1x Accel Venture Capital
0.1x Bismark Analysis Culture and Political Economy
0.1x Effective Altruism Culture and Political Economy
0.1x Stat News Journalism
0.1x Crypto Infrastructure Crypto
0.1x Village Global Venture Capital
0.1x Sierra Clib Culture and Political Economy
0.1x BuzzFeed Journalism
0.1x Techcrunch Journalism
0.1x Philosophy Twitter Science
0.1x Bessemer Venture Capital
0.1x Peterson Institute for International Economics Think Tanks
0.1x Atlantic Council Think Tanks
0.1x The Economist Journalism
0.1x Initialized Capital Venture Capital
0.1x Progress Studies Culture and Political Economy
0.1x OANN Journalism
0.1x Urban Institute Think Tanks
0.0x Financial Times Journalism
0.0x Heritage Foundation Think Tanks
0.0x The Long Now Foundation Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Ethereum Crypto
0.0x Zig Software Engineering
0.0x EconTwitter Science
0.0x Standard Crypto Venture Capital
0.0x Sutter Hill Ventures Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x The Information Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Crypto VC Crypto
0.0x Crypto Investing Crypto
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x RadicalxChange Culture and Political Economy
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 Y Combinator Venture Capital
0.0x Newsmax Journalism