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?

bendreyfuss.substack.com

Substack Newsletter

vs. Baseline Lens Category
21.7x The Daily Beast Journalism
7.7x Wired Journalism
7.3x Urban Institute Think Tanks
3.5x Atlantic Council Think Tanks
3.2x BuzzFeed Journalism
2.5x The New York Post Journalism
2.4x Homebrew Venture Capital
2.0x Earth Institute Think Tanks
1.9x EFF Culture and Political Economy
1.9x Brookings Think Tanks
1.8x VICE Journalism
1.4x Reuters Journalism
1.4x Ars Technica Journalism
1.4x Recode Journalism
1.4x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.3x Anarachists Culture and Political Economy
1.0x Baseline system
1.0x CNBC Journalism
0.9x New Yorker Journalism
0.8x Financial Times Journalism
0.7x Reality-Based Community system
0.6x The Atlantic Journalism
0.6x Schumacher Circle Culture and Political Economy
0.6x Belfer Center Think Tanks
0.5x Wall Street Journal Journalism
0.5x Fair Vote Culture and Political Economy
0.5x The New York Times Journalism
0.4x The Verge Journalism
0.4x The Information Journalism
0.3x The Intercept Journalism
0.3x Sutter Hill Ventures Venture Capital
0.3x Think Tanks system
0.3x Philosophy Twitter Science
0.3x Washington Post Journalism
0.3x Ecomodernists Culture and Political Economy
0.2x Stat News Journalism
0.2x Biotech Science
0.2x Extinction Rebellion Culture and Political Economy
0.2x Council on Foreign Relations Think Tanks
0.2x The Los Angeles Times Journalism
0.2x Asia Society Policy Institute Think Tanks
0.2x Newsmax Journalism
0.2x Environmental Defense Fund Culture and Political Economy
0.1x Polkadot Crypto
0.1x Epidemiology Journalism Science
0.1x Bloomberg Opinion Journalism
0.1x Existential Risks Culture and Political Economy
0.1x Founders Informal Community
0.1x Heritage Foundation Think Tanks
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Eurasia Group Think Tanks
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Cosmos Crypto
0.1x Center for American Progress Think Tanks
0.1x RAND Corporation Think Tanks
0.1x Black Lives Matter Culture and Political Economy
0.1x OANN Journalism
0.1x Peterson Institute for International Economics Think Tanks
0.1x Zig Software Engineering
0.1x Epidimiology Twitter Science
0.0x Climate Solutions Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Hudson Institute Think Tanks
0.0x Initialized Capital Venture Capital
0.0x Index Ventures Venture Capital
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x ClimateTwitter Science
0.0x Persuasion Community Culture and Political Economy
0.0x The Economist Journalism
0.0x Adam Smith Institute Think Tanks
0.0x Techcrunch Journalism
0.0x Harper's Open Letter Culture and Political Economy
0.0x Moderate Conservatism Culture and Political Economy
0.0x Degrowth Culture and Political Economy
0.0x Claremont Institute Culture and Political Economy
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x The Dispatch Journalism
0.0x Accel Venture Capital
0.0x Rust Software Engineering
0.0x A16Z Venture Capital
0.0x American Enterprise Institute Think Tanks
0.0x National Bureau of Economic Research Think Tanks
0.0x Rationality Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x EconTwitter Science
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Cato Institute Think Tanks
0.0x Hoover Institution Think Tanks
0.0x Sequioa Venture Capital
0.0x Palladium Magazine Journalism
0.0x Sierra Clib Culture and Political Economy
0.0x Bessemer Venture Capital
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Decentralized Web Crypto
0.0x Mercatus Center Think Tanks
0.0x Effective Altruism Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Crypto Political Economy Crypto
0.0x IDEO Founder Collective Crypto
0.0x My Climate Journey 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 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 Bismark Analysis Culture and Political Economy
0.0x Ethereum Crypto
0.0x Standard Crypto Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto
0.0x Social Epistemology Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
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