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?

mikeisaac.substack.com

Substack Newsletter

vs. Baseline Lens Category
7.8x The Verge Journalism
4.8x The Information Journalism
4.3x Recode Journalism
4.1x The Daily Beast Journalism
3.4x The New York Times Journalism
2.7x Urban Institute Think Tanks
2.2x The Los Angeles Times Journalism
1.5x Wired Journalism
1.3x VICE Journalism
1.2x EFF Culture and Political Economy
1.1x Sutter Hill Ventures Venture Capital
1.1x CNBC Journalism
1.0x Baseline system
0.9x Reuters Journalism
0.9x Reality-Based Community system
0.7x Benchmark Capital Venture Capital
0.6x Founders Informal Community
0.6x Sequioa Venture Capital
0.6x Washington Post Journalism
0.6x Index Ventures Venture Capital
0.6x Ars Technica Journalism
0.6x Techcrunch Journalism
0.5x New Yorker Journalism
0.5x Atlantic Council Think Tanks
0.5x Stat News Journalism
0.4x Homebrew Venture Capital
0.4x Founders Fund Venture Capital
0.4x Initialized Capital Venture Capital
0.4x Eurasia Group Think Tanks
0.4x Biotech Science
0.3x BuzzFeed Journalism
0.3x Heterodox Academy Culture and Political Economy
0.3x Khosla Ventures Venture Capital
0.3x Schumacher Circle Culture and Political Economy
0.3x Financial Times Journalism
0.3x Fair Vote Culture and Political Economy
0.2x Epidemiology Journalism Science
0.2x Columbia SIPA Center for Energy Policy Think Tanks
0.2x Earth Institute Think Tanks
0.2x Crypto Infrastructure Crypto
0.2x Bessemer Venture Capital
0.2x Anarachists Culture and Political Economy
0.1x The Atlantic Journalism
0.1x Philosophy Twitter Science
0.1x The New York Post Journalism
0.1x Bloomberg Opinion Journalism
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Moderate Conservatism Culture and Political Economy
0.1x My Climate Journey Venture Capital
0.1x Environmental Journalists Culture and Political Economy
0.1x Wall Street Journal Journalism
0.1x Think Tanks system
0.1x IDEO Founder Collective Crypto
0.1x Extinction Rebellion Culture and Political Economy
0.1x Progress Studies Culture and Political Economy
0.1x The Long Now Foundation Culture and Political Economy
0.1x A16Z Venture Capital
0.1x The Intercept Journalism
0.1x Hudson Institute Think Tanks
0.1x Brookings Think Tanks
0.1x Asia Society Policy Institute Think Tanks
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Newsmax Journalism
0.1x Y Combinator Venture Capital
0.1x Polkadot Crypto
0.1x Existential Risks Culture and Political Economy
0.1x Mercatus Center Think Tanks
0.0x Ecomodernists Culture and Political Economy
0.0x Adam Smith Institute Think Tanks
0.0x Cosmos Crypto
0.0x Crypto VC Crypto
0.0x Heritage Foundation Think Tanks
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Center for American Progress Think Tanks
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x RAND Corporation Think Tanks
0.0x Black Lives Matter Culture and Political Economy
0.0x Epidimiology Twitter Science
0.0x OANN Journalism
0.0x Peterson Institute for International Economics Think Tanks
0.0x Belfer Center Think Tanks
0.0x Zig Software Engineering
0.0x Persuasion Community Culture and Political Economy
0.0x Climate Solutions Culture and Political Economy
0.0x ClimateTwitter Science
0.0x Harper's Open Letter Culture and Political Economy
0.0x Council on Foreign Relations Think Tanks
0.0x American Enterprise Institute Think Tanks
0.0x National Bureau of Economic Research Think Tanks
0.0x The Economist Journalism
0.0x Rationality Culture and Political Economy
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Claremont Institute Culture and Political Economy
0.0x Accel Venture Capital
0.0x Palladium Magazine Journalism
0.0x Rust Software Engineering
0.0x Degrowth Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x EconTwitter Science
0.0x Berggruen Institute Think Tanks
0.0x Populist Libertarians Culture and Political Economy
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Cato Institute Think Tanks
0.0x The Dispatch Journalism
0.0x Sierra Clib Culture and Political Economy
0.0x Hoover Institution Think Tanks
0.0x Village Global Venture Capital
0.0x Decentralized Web Crypto
0.0x Effective Altruism Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Ethereum Crypto
0.0x Crypto Angels Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Journalists Crypto
0.0x Public Goods Funding Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Ecosocialism Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Works in Progress Culture and Political Economy