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?

ahmed.substack.com

Substack Newsletter

vs. Baseline Lens Category
130.2x Financial Times Journalism
17.3x Wall Street Journal Journalism
5.7x Urban Institute Think Tanks
5.0x Climate Solutions Culture and Political Economy
1.4x Reuters Journalism
1.0x Baseline system
1.0x Brookings Think Tanks
0.8x Reality-Based Community system
0.8x Eurasia Group Think Tanks
0.7x Belfer Center Think Tanks
0.7x Ars Technica Journalism
0.6x Columbia SIPA Center for Energy Policy Think Tanks
0.5x ClimateTwitter Science
0.5x Think Tanks system
0.4x Schumacher Circle Culture and Political Economy
0.4x Berggruen Institute Think Tanks
0.4x The Atlantic Journalism
0.4x Fair Vote Culture and Political Economy
0.4x Atlantic Council Think Tanks
0.4x Peterson Institute for International Economics Think Tanks
0.3x BuzzFeed Journalism
0.3x The Daily Beast Journalism
0.3x Council on Foreign Relations Think Tanks
0.3x Hudson Institute Think Tanks
0.2x The New York Times Journalism
0.2x Mercatus Center Think Tanks
0.2x Philosophy Twitter Science
0.2x VICE Journalism
0.2x The Intercept Journalism
0.2x Niskanen Center Think Tanks
0.2x Foreign Policy Journalism
0.2x The New York Post Journalism
0.2x Asia Society Policy Institute Think Tanks
0.2x Anarachists Culture and Political Economy
0.1x Extinction Rebellion Culture and Political Economy
0.1x Washington Post Journalism
0.1x New Yorker Journalism
0.1x The Verge Journalism
0.1x Center for American Progress Think Tanks
0.1x Newsmax Journalism
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Biotech Science
0.1x Polkadot Crypto
0.1x Adam Smith Institute Think Tanks
0.1x Rationality Culture and Political Economy
0.1x Existential Risks Culture and Political Economy
0.1x Ecomodernists Culture and Political Economy
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Heritage Foundation Think Tanks
0.1x Bloomberg Opinion Journalism
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Moderate Conservatism Culture and Political Economy
0.1x Khosla Ventures Venture Capital
0.1x Cato Institute Think Tanks
0.0x RAND Corporation Think Tanks
0.0x Harper's Open Letter Culture and Political Economy
0.0x Black Lives Matter Culture and Political Economy
0.0x EFF Culture and Political Economy
0.0x OANN Journalism
0.0x Persuasion Community Culture and Political Economy
0.0x Zig Software Engineering
0.0x Epidimiology Twitter Science
0.0x CNBC Journalism
0.0x The Los Angeles Times Journalism
0.0x The Dispatch Journalism
0.0x Hoover Institution Think Tanks
0.0x EconTwitter Science
0.0x Index Ventures Venture Capital
0.0x Founders Informal Community
0.0x The Economist Journalism
0.0x Recode Journalism
0.0x Stat News Journalism
0.0x Degrowth Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Claremont Institute Culture and Political Economy
0.0x Wired Journalism
0.0x Accel Venture Capital
0.0x Rust Software Engineering
0.0x Epidemiology Journalism Science
0.0x 350.org Culture and Political Economy
0.0x Cosmos Crypto
0.0x Populist Libertarians Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Earth Institute Think Tanks
0.0x Sequioa Venture Capital
0.0x Techcrunch Journalism
0.0x Progress Studies Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Bessemer Venture Capital
0.0x Decentralized Web Crypto
0.0x Effective Altruism Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Sutter Hill Ventures Venture Capital
0.0x The Information Journalism
0.0x Crypto Political Economy Crypto
0.0x IDEO Founder Collective Crypto
0.0x My Climate Journey Venture Capital
0.0x A16Z Venture Capital
0.0x Environmental Journalists Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Angels Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Journalists Crypto
0.0x Crypto Infrastructure Crypto
0.0x Heterodox Academy Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Crypto VC Crypto
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Homebrew Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Ethereum Crypto
0.0x Standard Crypto Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto
0.0x Ecosocialism Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Works in Progress Culture and Political Economy
0.0x Village Global Venture Capital