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?

athertonkd.substack.com

Substack Newsletter

vs. Baseline Lens Category
18.4x Reuters Journalism
5.7x EFF Culture and Political Economy
5.5x Urban Institute Think Tanks
2.3x The Intercept Journalism
2.0x BuzzFeed Journalism
1.5x Columbia SIPA Center for Energy Policy Think Tanks
1.4x Atlantic Council Think Tanks
1.4x The Verge Journalism
1.4x VICE Journalism
1.2x The Atlantic Journalism
1.1x ClimateTwitter Science
1.1x Brookings Think Tanks
1.0x Baseline system
1.0x Ars Technica Journalism
0.9x Schumacher Circle Culture and Political Economy
0.9x Fair Vote Culture and Political Economy
0.9x Black Lives Matter Culture and Political Economy
0.8x Reality-Based Community system
0.7x Belfer Center Think Tanks
0.6x Think Tanks system
0.6x Council on Foreign Relations Think Tanks
0.5x Hudson Institute Think Tanks
0.5x Berggruen Institute Think Tanks
0.5x The New York Times Journalism
0.5x Philosophy Twitter Science
0.5x Washington Post Journalism
0.4x Center for American Progress Think Tanks
0.4x New Yorker Journalism
0.4x The Daily Beast Journalism
0.4x Peterson Institute for International Economics Think Tanks
0.4x Wired Journalism
0.3x Eurasia Group Think Tanks
0.3x Extinction Rebellion Culture and Political Economy
0.3x Asia Society Policy Institute Think Tanks
0.3x Anarachists Culture and Political Economy
0.3x Newsmax Journalism
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Mercatus Center Think Tanks
0.2x Niskanen Center Think Tanks
0.2x Foreign Policy Journalism
0.2x The New York Post Journalism
0.2x Polkadot Crypto
0.2x Existential Risks Culture and Political Economy
0.2x Ecomodernists Culture and Political Economy
0.1x Recode Journalism
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Degrowth Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Adam Smith Institute Think Tanks
0.1x Biotech Science
0.1x RAND Corporation Think Tanks
0.1x OANN Journalism
0.1x Bloomberg Opinion Journalism
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Zig Software Engineering
0.1x Financial Times Journalism
0.1x Epidimiology Twitter Science
0.1x Rationality Culture and Political Economy
0.1x CNBC Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x The Los Angeles Times Journalism
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Harper's Open Letter Culture and Political Economy
0.1x Cato Institute Think Tanks
0.1x Index Ventures Venture Capital
0.1x Khosla Ventures Venture Capital
0.1x Moderate Conservatism Culture and Political Economy
0.0x The Economist Journalism
0.0x Stat News Journalism
0.0x Wall Street Journal Journalism
0.0x Persuasion Community Culture and Political Economy
0.0x EconTwitter Science
0.0x Earth Institute Think Tanks
0.0x Claremont Institute Culture and Political Economy
0.0x The Dispatch Journalism
0.0x Accel Venture Capital
0.0x Rust Software Engineering
0.0x Epidemiology Journalism Science
0.0x Hoover Institution Think Tanks
0.0x 350.org Culture and Political Economy
0.0x Cosmos Crypto
0.0x Populist Libertarians Culture and Political Economy
0.0x Founders Informal Community
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Crypto Infrastructure Crypto
0.0x Crypto Investing Crypto
0.0x Sequioa Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Techcrunch Journalism
0.0x Bessemer Venture Capital
0.0x A16Z Venture Capital
0.0x Decentralized Web Crypto
0.0x Palladium Magazine Journalism
0.0x Effective Altruism Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Progress Studies Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x The Information Journalism
0.0x Crypto Political Economy Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x IDEO Founder Collective Crypto
0.0x My Climate Journey Venture Capital
0.0x Environmental Journalists Culture and Political Economy
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Angels Crypto
0.0x Crypto Journalists 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 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