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?

katz.substack.com

Substack Newsletter

vs. Baseline Lens Category
9.0x Reuters Journalism
8.2x The Daily Beast Journalism
7.1x The Atlantic Journalism
6.1x Washington Post Journalism
5.6x Philosophy Twitter Science
5.4x Belfer Center Think Tanks
5.1x Anarachists Culture and Political Economy
4.5x Black Lives Matter Culture and Political Economy
3.3x BuzzFeed Journalism
3.1x New Yorker Journalism
3.0x Heterodox Academy Culture and Political Economy
3.0x Financial Times Journalism
2.0x The Intercept Journalism
2.0x Center for American Progress Think Tanks
2.0x Brookings Think Tanks
1.4x EFF Culture and Political Economy
1.4x Wired Journalism
1.3x Homebrew Venture Capital
1.1x Schumacher Circle Culture and Political Economy
1.0x The Verge Journalism
1.0x Fair Vote Culture and Political Economy
1.0x Baseline system
0.9x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.8x VICE Journalism
0.8x Recode Journalism
0.7x Biotech Science
0.7x Ars Technica Journalism
0.6x Council on Foreign Relations Think Tanks
0.6x Berggruen Institute Think Tanks
0.6x Founders Informal Community
0.6x Epidimiology Twitter Science
0.5x The New York Post Journalism
0.5x Eurasia Group Think Tanks
0.4x Peterson Institute for International Economics Think Tanks
0.4x Reality-Based Community system
0.4x Epidemiology Journalism Science
0.4x Extinction Rebellion Culture and Political Economy
0.4x Asia Society Policy Institute Think Tanks
0.4x The New York Times Journalism
0.3x Newsmax Journalism
0.3x Earth Institute Think Tanks
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Columbia SIPA Center for Energy Policy Think Tanks
0.3x Harper's Open Letter Culture and Political Economy
0.3x ClimateTwitter Science
0.3x Initialized Capital Venture Capital
0.2x Polkadot Crypto
0.2x Persuasion Community Culture and Political Economy
0.2x Existential Risks Culture and Political Economy
0.2x Niskanen Center Think Tanks
0.2x Foreign Policy Journalism
0.2x Urban Institute Think Tanks
0.2x The Los Angeles Times Journalism
0.2x Degrowth Culture and Political Economy
0.2x Hudson Institute Think Tanks
0.2x Ecomodernists Culture and Political Economy
0.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x Bloomberg Opinion Journalism
0.2x Heritage Foundation Think Tanks
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x CNBC Journalism
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Think Tanks system
0.1x Atlantic Council Think Tanks
0.1x RAND Corporation Think Tanks
0.1x OANN Journalism
0.1x Zig Software Engineering
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Social Epistemology Culture and Political Economy
0.1x Adam Smith Institute Think Tanks
0.1x Environmental Journalists Culture and Political Economy
0.1x Climate Solutions Culture and Political Economy
0.1x Bismark Analysis Culture and Political Economy
0.1x The Economist Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x Index Ventures Venture Capital
0.1x The Dispatch Journalism
0.1x Rationality Culture and Political Economy
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Crypto Investing Crypto
0.1x Stat News Journalism
0.0x Benchmark Capital Venture Capital
0.0x Claremont Institute Culture and Political Economy
0.0x Accel Venture Capital
0.0x Rust Software Engineering
0.0x Cosmos Crypto
0.0x Populist Libertarians Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x 350.org Culture and Political Economy
0.0x Effective Altruism Culture and Political Economy
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Cato Institute Think Tanks
0.0x Wall Street Journal Journalism
0.0x The Long Now Foundation Culture and Political Economy
0.0x Khosla Ventures Venture Capital
0.0x Hoover Institution Think Tanks
0.0x Sequioa Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Bessemer Venture Capital
0.0x Sierra Clib Culture and Political Economy
0.0x Techcrunch Journalism
0.0x Mercatus Center Think Tanks
0.0x Crypto Journalists Crypto
0.0x Decentralized Web Crypto
0.0x EconTwitter Science
0.0x Sutter Hill Ventures Venture Capital
0.0x The Information Journalism
0.0x Crypto Political Economy Crypto
0.0x Crypto Infrastructure Crypto
0.0x My Climate Journey Venture Capital
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Angels Crypto
0.0x Works in Progress Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x A16Z Venture Capital
0.0x Ethereum Crypto
0.0x Progress Studies Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x Standard Crypto Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Ecosocialism Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Crypto VC Crypto
0.0x Village Global Venture Capital