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?

davidlachapellestudio

YouTube Channel

vs. Baseline Lens Category
20.8x Anarachists Culture and Political Economy
6.0x Black Lives Matter Culture and Political Economy
5.0x The Intercept Journalism
4.0x Center for American Progress Think Tanks
3.9x Reuters Journalism
3.2x Earth Institute Think Tanks
2.9x Ars Technica Journalism
2.1x Wired Journalism
2.0x BuzzFeed Journalism
1.7x EFF Culture and Political Economy
1.5x Moderate Conservatism Culture and Political Economy
1.4x The Atlantic Journalism
1.3x The Daily Beast Journalism
1.2x The New York Times Journalism
1.2x Washington Post Journalism
1.2x Y Combinator Venture Capital
1.2x Epidemiology Journalism Science
1.0x Baseline system
0.9x Recode Journalism
0.9x Reality-Based Community system
0.9x VICE Journalism
0.8x The Verge Journalism
0.8x The Los Angeles Times Journalism
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 Hoover Institution Think Tanks
0.7x Sutter Hill Ventures Venture Capital
0.7x Claremont Institute Culture and Political Economy
0.7x Niskanen Center Think Tanks
0.7x Foreign Policy Journalism
0.6x Environmental Defense Fund Culture and Political Economy
0.6x Homebrew Venture Capital
0.6x The New York Post Journalism
0.6x CNBC Journalism
0.5x Brookings Think Tanks
0.5x RAND Corporation Think Tanks
0.5x Wall Street Journal Journalism
0.5x Existential Risks Culture and Political Economy
0.4x Environmental Journalists Culture and Political Economy
0.4x Polkadot Crypto
0.3x Hudson Institute Think Tanks
0.3x Crypto Infrastructure Crypto
0.3x Bloomberg Opinion Journalism
0.3x Columbia SIPA Center for Energy Policy Think Tanks
0.3x New Yorker Journalism
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Crypto Journalists Crypto
0.2x Index Ventures Venture Capital
0.2x Founders Informal Community
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Degrowth Culture and Political Economy
0.2x Extinction Rebellion Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.1x Accel Venture Capital
0.1x Stat News Journalism
0.1x Sierra Clib Culture and Political Economy
0.1x Asia Society Policy Institute Think Tanks
0.1x Bessemer Venture Capital
0.1x Harper's Open Letter Culture and Political Economy
0.1x Eurasia Group Think Tanks
0.1x ClimateTwitter Science
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Sequioa Venture Capital
0.1x Epidimiology Twitter Science
0.1x Council on Foreign Relations Think Tanks
0.1x Atlantic Council Think Tanks
0.1x The Economist Journalism
0.1x Peterson Institute for International Economics Think Tanks
0.1x Adam Smith Institute Think Tanks
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Techcrunch Journalism
0.1x Cato Institute Think Tanks
0.1x The Dispatch Journalism
0.1x OANN Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Urban Institute Think Tanks
0.0x Ecomodernists 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 A16Z Venture Capital
0.0x Khosla Ventures Venture Capital
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Philosophy Twitter Science
0.0x Biotech Science
0.0x My Climate Journey Venture Capital
0.0x Zig Software Engineering
0.0x EconTwitter Science
0.0x Ethereum Crypto
0.0x Decentralized Web Crypto
0.0x Standard Crypto Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Climate Solutions Culture and Political Economy
0.0x The Information Journalism
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x Persuasion Community Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x Berggruen Institute Think Tanks
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 Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Crypto VC Crypto
0.0x Works in Progress 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 Bismark Analysis Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Rationality 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