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?

johnganz.medium.com

Medium Blog

vs. Baseline Lens Category
16.2x Berggruen Institute Think Tanks
6.3x The Intercept Journalism
6.0x Environmental Journalists Culture and Political Economy
5.1x Urban Institute Think Tanks
4.6x Niskanen Center Think Tanks
4.6x Foreign Policy Journalism
2.9x New Yorker Journalism
1.7x Center for American Progress Think Tanks
1.6x The Atlantic Journalism
1.5x Initialized Capital Venture Capital
1.5x Fair Vote Culture and Political Economy
1.5x Schumacher Circle Culture and Political Economy
1.0x Heterodox Academy Culture and Political Economy
1.0x Baseline system
1.0x Ars Technica Journalism
1.0x Anarachists Culture and Political Economy
0.9x Council on Foreign Relations Think Tanks
0.9x Black Lives Matter Culture and Political Economy
0.9x BuzzFeed Journalism
0.8x The New York Times Journalism
0.8x Peterson Institute for International Economics Think Tanks
0.8x Harper's Open Letter Culture and Political Economy
0.8x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.7x Reality-Based Community system
0.7x Ecomodernists Culture and Political Economy
0.7x Newsmax Journalism
0.7x Brookings Think Tanks
0.6x The New York Post Journalism
0.6x Recode Journalism
0.6x Bloomberg Opinion Journalism
0.6x Crypto Journalists Crypto
0.5x Hudson Institute Think Tanks
0.5x Palladium Magazine Journalism
0.5x The Verge Journalism
0.5x Extinction Rebellion Culture and Political Economy
0.4x Think Tanks system
0.4x Homebrew Venture Capital
0.4x American Enterprise Institute Think Tanks
0.4x National Bureau of Economic Research Think Tanks
0.4x Heritage Foundation Think Tanks
0.4x Asia Society Policy Institute Think Tanks
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Mercatus Center Think Tanks
0.3x The Long Now Foundation Culture and Political Economy
0.3x Adam Smith Institute Think Tanks
0.3x Intergovernmental Panel on Climate Change (IPCC) Science
0.3x VICE Journalism
0.3x Existential Risks Culture and Political Economy
0.3x Persuasion Community Culture and Political Economy
0.3x Foundation Against Intolerance and Racism Culture and Political Economy
0.3x Crypto VC Crypto
0.2x Claremont Institute Culture and Political Economy
0.2x Polkadot Crypto
0.2x OANN Journalism
0.2x Works in Progress Culture and Political Economy
0.2x Zig Software Engineering
0.2x Wall Street Journal Journalism
0.2x Philosophy Twitter Science
0.2x Index Ventures Venture Capital
0.2x RAND Corporation Think Tanks
0.2x The Economist Journalism
0.1x Reuters Journalism
0.1x Eurasia Group Think Tanks
0.1x Khosla Ventures Venture Capital
0.1x Crypto Investing Crypto
0.1x A16Z Venture Capital
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Rationality Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x The Dispatch Journalism
0.1x Washington Post Journalism
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x EconTwitter Science
0.1x The Los Angeles Times Journalism
0.1x Belfer Center Think Tanks
0.1x Techcrunch Journalism
0.1x ClimateTwitter Science
0.1x Progress Studies Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x CNBC Journalism
0.1x Stat News Journalism
0.1x Decentralized Web Crypto
0.1x Sequioa Venture Capital
0.1x Financial Times Journalism
0.1x Bessemer Venture Capital
0.1x Populist Libertarians Culture and Political Economy
0.1x Effective Altruism Culture and Political Economy
0.1x Climate Solutions Culture and Political Economy
0.1x IDEO Founder Collective Crypto
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Crypto Infrastructure Crypto
0.0x Sierra Clib Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x Accel Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Rust Software Engineering
0.0x Earth Institute Think Tanks
0.0x Hoover Institution Think Tanks
0.0x Sutter Hill Ventures Venture Capital
0.0x Biotech Science
0.0x 350.org Culture and Political Economy
0.0x Cosmos Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x Bismark Analysis Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Village Global Venture Capital
0.0x EFF Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Ethereum Crypto
0.0x Y Combinator Venture Capital
0.0x Wired Journalism
0.0x The Information Journalism
0.0x Crypto Angels Crypto
0.0x Standard Crypto Venture Capital
0.0x Atlantic Council Think Tanks
0.0x Epidimiology Twitter Science
0.0x Ecosocialism Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x Epidemiology Journalism Science
0.0x Social Epistemology Culture and Political Economy
0.0x Moderate Conservatism Culture and Political Economy
0.0x Crypto Political Economy Crypto