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?

iandthevillage

YouTube Channel

vs. Baseline Lens Category
4.6x Brookings Think Tanks
1.3x Washington Post Journalism
1.3x Epidemiology Journalism Science
1.0x Reality-Based Community system
1.0x Baseline system
0.7x Peterson Institute for International Economics Think Tanks
0.5x Think Tanks system
0.4x EconTwitter Science
0.4x Wall Street Journal Journalism
0.4x The Atlantic Journalism
0.3x EFF Culture and Political Economy
0.3x Hoover Institution Think Tanks
0.3x Biotech Science
0.2x Homebrew Venture Capital
0.2x Center for American Progress Think Tanks
0.2x Non-Fungible Tokens (NFTs) Crypto
0.2x Schumacher Circle Culture and Political Economy
0.2x Founders Fund Venture Capital
0.2x Fair Vote Culture and Political Economy
0.2x Claremont Institute Culture and Political Economy
0.2x Recode Journalism
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Bloomberg Opinion Journalism
0.1x RAND Corporation Think Tanks
0.1x The Intercept Journalism
0.1x ClimateTwitter Science
0.1x Existential Risks Culture and Political Economy
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Harper's Open Letter Culture and Political Economy
0.1x Polkadot Crypto
0.1x Eurasia Group Think Tanks
0.1x Council on Foreign Relations Think Tanks
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x The New York Post Journalism
0.1x The New York Times Journalism
0.1x Rust Software Engineering
0.1x Belfer Center Think Tanks
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Index Ventures Venture Capital
0.0x Adam Smith Institute Think Tanks
0.0x Mercatus Center Think Tanks
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Extinction Rebellion Culture and Political Economy
0.0x CNBC Journalism
0.0x The Dispatch Journalism
0.0x Ecosocialism Culture and Political Economy
0.0x A16Z Venture Capital
0.0x Accel Venture Capital
0.0x Stat News Journalism
0.0x Reuters Journalism
0.0x Sierra Clib Culture and Political Economy
0.0x Asia Society Policy Institute Think Tanks
0.0x Bessemer Venture Capital
0.0x Hudson Institute Think Tanks
0.0x Anarachists Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Epidimiology Twitter Science
0.0x Moderate Conservatism Culture and Political Economy
0.0x Atlantic Council Think Tanks
0.0x The Economist Journalism
0.0x Social Epistemology Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x OANN Journalism
0.0x Populist Libertarians Culture and Political Economy
0.0x The Los Angeles Times Journalism
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 Columbia SIPA Center for Energy Policy Think Tanks
0.0x Persuasion Community Culture and Political Economy
0.0x Philosophy Twitter Science
0.0x My Climate Journey Venture Capital
0.0x Wired Journalism
0.0x BuzzFeed Journalism
0.0x Zig Software Engineering
0.0x Degrowth Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x Ethereum Crypto
0.0x Standard Crypto Venture Capital
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 Crypto Infrastructure Crypto
0.0x VICE Journalism
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x The Verge Journalism
0.0x RadicalxChange Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x The Daily Beast Journalism
0.0x Crypto Angels Crypto
0.0x 350.org Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Benchmark Capital Venture Capital
0.0x Crypto Journalists 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 Rationality 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