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?

markmalloy

YouTube Channel

vs. Baseline Lens Category
44.4x Recode Journalism
30.2x Niskanen Center Think Tanks
30.2x Foreign Policy Journalism
25.4x Center for American Progress Think Tanks
9.2x Founders Informal Community
4.6x New Yorker Journalism
3.3x The Atlantic Journalism
3.1x Environmental Journalists Culture and Political Economy
2.1x American Enterprise Institute Think Tanks
2.1x National Bureau of Economic Research Think Tanks
1.6x Brookings Think Tanks
1.5x The Dispatch Journalism
1.4x Bloomberg Opinion Journalism
1.3x Moderate Conservatism Culture and Political Economy
1.3x Harper's Open Letter Culture and Political Economy
1.2x The Los Angeles Times Journalism
1.0x Baseline system
0.9x Non-Fungible Tokens (NFTs) Crypto
0.9x Schumacher Circle Culture and Political Economy
0.9x Founders Fund Venture Capital
0.9x Fair Vote Culture and Political Economy
0.9x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.8x Claremont Institute Culture and Political Economy
0.7x Environmental Defense Fund Culture and Political Economy
0.7x The New York Times Journalism
0.6x RAND Corporation Think Tanks
0.5x Existential Risks Culture and Political Economy
0.4x Polkadot Crypto
0.3x Index Ventures Venture Capital
0.3x Council on Foreign Relations Think Tanks
0.3x Reuters Journalism
0.3x Rust Software Engineering
0.3x Belfer Center Think Tanks
0.2x Persuasion Community Culture and Political Economy
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Extinction Rebellion Culture and Political Economy
0.2x CNBC Journalism
0.2x Ecosocialism Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.2x Accel Venture Capital
0.2x Bessemer Venture Capital
0.1x Stat News Journalism
0.1x Ecomodernists Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x Sequioa Venture Capital
0.1x Khosla Ventures Venture Capital
0.1x Atlantic Council Think Tanks
0.1x The Economist Journalism
0.1x OANN Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Cosmos Crypto
0.1x Cato Institute Think Tanks
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Urban Institute Think Tanks
0.1x Heritage Foundation Think Tanks
0.1x My Climate Journey Venture Capital
0.0x Zig Software Engineering
0.0x Earth Institute Think Tanks
0.0x Philosophy Twitter Science
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 Decentralized Finance (DeFi) Crypto
0.0x Anarachists Culture and Political Economy
0.0x Climate Solutions Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Epidemiology Journalism Science
0.0x Public Goods Funding Crypto
0.0x Rationality Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x The Information Journalism
0.0x Berggruen Institute Think Tanks
0.0x Crypto Angels Crypto
0.0x The Verge Journalism
0.0x Benchmark Capital Venture Capital
0.0x Homebrew Venture Capital
0.0x The Daily Beast Journalism
0.0x Crypto Journalists Crypto
0.0x 350.org Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Works in Progress Culture and Political Economy
0.0x The Intercept Journalism
0.0x Crypto Investing Crypto
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
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 Y Combinator Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism