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?

ryanavent.substack.com

Substack Newsletter

vs. Baseline Lens Category
168.5x The Economist Journalism
16.0x Urban Institute Think Tanks
15.8x RAND Corporation Think Tanks
11.7x Peterson Institute for International Economics Think Tanks
6.6x EconTwitter Science
6.1x Washington Post Journalism
6.0x Mercatus Center Think Tanks
4.4x Cato Institute Think Tanks
3.5x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.9x Think Tanks system
2.8x Berggruen Institute Think Tanks
2.7x New Yorker Journalism
2.5x Ars Technica Journalism
2.0x Reality-Based Community system
1.8x RadicalxChange Culture and Political Economy
1.7x Brookings Think Tanks
1.7x Black Lives Matter Culture and Political Economy
1.5x Financial Times Journalism
1.4x Progress Studies Culture and Political Economy
1.4x Recode Journalism
1.3x Rationality Culture and Political Economy
1.3x ClimateTwitter Science
1.2x Epidemiology Journalism Science
1.2x Center for American Progress Think Tanks
1.0x Baseline system
1.0x Public Goods Funding Crypto
1.0x Ecomodernists Culture and Political Economy
1.0x The New York Times Journalism
0.9x EFF Culture and Political Economy
0.9x Schumacher Circle Culture and Political Economy
0.9x Columbia SIPA Center for Energy Policy Think Tanks
0.8x Fair Vote Culture and Political Economy
0.8x Eurasia Group Think Tanks
0.8x Bloomberg Opinion Journalism
0.8x The Atlantic Journalism
0.7x Niskanen Center Think Tanks
0.7x Foreign Policy Journalism
0.7x Biotech Science
0.7x A16Z Venture Capital
0.7x Ethereum Crypto
0.6x Effective Altruism Culture and Political Economy
0.6x CNBC Journalism
0.6x Hudson Institute Think Tanks
0.6x My Climate Journey Venture Capital
0.6x Wall Street Journal Journalism
0.6x Atlantic Council Think Tanks
0.6x Social Epistemology Culture and Political Economy
0.5x Earth Institute Think Tanks
0.5x Bismark Analysis Culture and Political Economy
0.5x American Enterprise Institute Think Tanks
0.5x National Bureau of Economic Research Think Tanks
0.5x Palladium Magazine Journalism
0.4x Philosophy Twitter Science
0.4x Reuters Journalism
0.4x Works in Progress Culture and Political Economy
0.4x Asia Society Policy Institute Think Tanks
0.3x Founders Informal Community
0.3x The Long Now Foundation Culture and Political Economy
0.3x Extinction Rebellion Culture and Political Economy
0.3x Crypto Journalists Crypto
0.3x VICE Journalism
0.3x Harper's Open Letter Culture and Political Economy
0.3x Crypto VC Crypto
0.2x Y Combinator Venture Capital
0.2x The Dispatch Journalism
0.2x Council on Foreign Relations Think Tanks
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Newsmax Journalism
0.2x Adam Smith Institute Think Tanks
0.2x Khosla Ventures Venture Capital
0.2x The Intercept Journalism
0.2x Polkadot Crypto
0.2x Existential Risks Culture and Political Economy
0.2x Moderate Conservatism Culture and Political Economy
0.2x Initialized Capital Venture Capital
0.2x Anarachists Culture and Political Economy
0.2x Heterodox Academy Culture and Political Economy
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x The New York Post Journalism
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Crypto Investing Crypto
0.1x Wired Journalism
0.1x Persuasion Community Culture and Political Economy
0.1x Hoover Institution Think Tanks
0.1x OANN Journalism
0.1x Epidimiology Twitter Science
0.1x Belfer Center Think Tanks
0.1x Zig Software Engineering
0.1x Climate Solutions Culture and Political Economy
0.1x The Los Angeles Times Journalism
0.1x IDEO Founder Collective Crypto
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Index Ventures Venture Capital
0.0x Homebrew Venture Capital
0.0x Stat News Journalism
0.0x Crypto Infrastructure Crypto
0.0x Claremont Institute Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Accel Venture Capital
0.0x Rust Software Engineering
0.0x BuzzFeed Journalism
0.0x 350.org Culture and Political Economy
0.0x The Verge Journalism
0.0x Degrowth Culture and Political Economy
0.0x Cosmos Crypto
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Populist Libertarians Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Sierra Clib Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Bessemer Venture Capital
0.0x Decentralized Web Crypto
0.0x The Information Journalism
0.0x Benchmark Capital Venture Capital
0.0x Crypto Political Economy Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Techcrunch Journalism
0.0x Decentralized Finance (DeFi) Crypto
0.0x Environmental Journalists Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Angels Crypto
0.0x Standard Crypto Venture Capital
0.0x Ecosocialism Culture and Political Economy
0.0x Founders Fund Venture Capital