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?

yussufvondeck

YouTube Channel

vs. Baseline Lens Category
4.2x Recode Journalism
3.9x Environmental Journalists Culture and Political Economy
3.6x Bloomberg Opinion Journalism
1.7x Peterson Institute for International Economics Think Tanks
1.5x Wall Street Journal Journalism
1.4x Reuters Journalism
1.4x Crypto Journalists Crypto
1.2x Eurasia Group Think Tanks
1.2x Biotech Science
1.0x Baseline system
0.8x Reality-Based Community system
0.8x Black Lives Matter Culture and Political Economy
0.6x The New York Times Journalism
0.5x Brookings Think Tanks
0.4x The Los Angeles Times Journalism
0.3x VICE Journalism
0.2x The Atlantic Journalism
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 Center for American Progress Think Tanks
0.2x Claremont Institute Culture and Political Economy
0.2x Environmental Defense Fund Culture and Political Economy
0.2x New Yorker Journalism
0.2x RAND Corporation Think Tanks
0.1x Ars Technica Journalism
0.1x Existential Risks Culture and Political Economy
0.1x Washington Post Journalism
0.1x Wired Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x Polkadot Crypto
0.1x Decentralized Web Crypto
0.1x Social Epistemology Culture and Political Economy
0.1x Rust Software Engineering
0.1x Belfer Center Think Tanks
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Khosla Ventures Venture Capital
0.0x Rationality Culture and Political Economy
0.0x Extinction Rebellion Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x CNBC Journalism
0.0x Ecosocialism Culture and Political Economy
0.0x Accel Venture Capital
0.0x Stat News Journalism
0.0x Sierra Clib Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Epidimiology Twitter Science
0.0x Asia Society Policy Institute Think Tanks
0.0x Harper's Open Letter Culture and Political Economy
0.0x Atlantic Council Think Tanks
0.0x Bessemer Venture Capital
0.0x The Economist Journalism
0.0x The New York Post Journalism
0.0x Cato Institute Think Tanks
0.0x Urban Institute Think Tanks
0.0x OANN Journalism
0.0x Populist Libertarians Culture and Political Economy
0.0x Financial Times Journalism
0.0x Heritage Foundation Think Tanks
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Crypto VC Crypto
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Philosophy Twitter Science
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Crypto Investing Crypto
0.0x BuzzFeed Journalism
0.0x My Climate Journey Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Zig Software Engineering
0.0x Earth Institute Think Tanks
0.0x EFF Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x The Information Journalism
0.0x Decentralized Finance (DeFi) Crypto
0.0x Anarachists Culture and Political Economy
0.0x Climate Solutions Culture and Political Economy
0.0x Epidemiology Journalism Science
0.0x Public Goods Funding Crypto
0.0x The Verge Journalism
0.0x The Daily Beast Journalism
0.0x RadicalxChange Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Crypto Angels Crypto
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 Homebrew Venture Capital
0.0x Works in Progress Culture and Political Economy
0.0x The Intercept Journalism
0.0x Initialized Capital Venture Capital
0.0x Village Global Venture Capital
0.0x Y Combinator 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 Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism