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?

debugger.medium.com

Medium Blog

vs. Baseline Lens Category
3.5x Founders Informal Community
3.2x Reuters Journalism
3.1x The Verge Journalism
2.5x Sutter Hill Ventures Venture Capital
2.0x VICE Journalism
1.6x CNBC Journalism
1.6x Recode Journalism
1.3x Wired Journalism
1.0x Baseline system
0.9x Ars Technica Journalism
0.9x Reality-Based Community system
0.7x Khosla Ventures Venture Capital
0.6x The Atlantic Journalism
0.4x Atlantic Council Think Tanks
0.4x Fair Vote Culture and Political Economy
0.4x Schumacher Circle Culture and Political Economy
0.3x Benchmark Capital Venture Capital
0.3x Initialized Capital Venture Capital
0.3x My Climate Journey Venture Capital
0.3x The New York Times Journalism
0.2x Techcrunch Journalism
0.2x The Long Now Foundation Culture and Political Economy
0.2x A16Z Venture Capital
0.2x Think Tanks system
0.2x IDEO Founder Collective Crypto
0.1x EFF Culture and Political Economy
0.1x Newsmax Journalism
0.1x Extinction Rebellion Culture and Political Economy
0.1x New Yorker Journalism
0.1x Washington Post Journalism
0.1x Ecomodernists Culture and Political Economy
0.1x Center for American Progress Think Tanks
0.1x Village Global Venture Capital
0.1x BuzzFeed Journalism
0.1x Biotech Science
0.1x Bessemer Venture Capital
0.1x Heritage Foundation Think Tanks
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Existential Risks Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Claremont Institute Culture and Political Economy
0.1x Wall Street Journal Journalism
0.0x Polkadot Crypto
0.0x Decentralized Web Crypto
0.0x The Los Angeles Times Journalism
0.0x Homebrew Venture Capital
0.0x Cosmos Crypto
0.0x RAND Corporation Think Tanks
0.0x Philosophy Twitter Science
0.0x Brookings Think Tanks
0.0x Urban Institute Think Tanks
0.0x Bloomberg Opinion Journalism
0.0x OANN Journalism
0.0x The New York Post Journalism
0.0x Zig Software Engineering
0.0x Council on Foreign Relations Think Tanks
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Peterson Institute for International Economics Think Tanks
0.0x Belfer Center Think Tanks
0.0x Hoover Institution Think Tanks
0.0x The Daily Beast Journalism
0.0x Y Combinator Venture Capital
0.0x The Economist Journalism
0.0x Stat News Journalism
0.0x Sequioa Venture Capital
0.0x Asia Society Policy Institute Think Tanks
0.0x Palladium Magazine Journalism
0.0x Black Lives Matter Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Mercatus Center Think Tanks
0.0x Accel Venture Capital
0.0x Rust Software Engineering
0.0x Anarachists Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x Founders Fund Venture Capital
0.0x Harper's Open Letter Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x The Information Journalism
0.0x Rationality Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Ethereum Crypto
0.0x Ecosocialism Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Climate Solutions Culture and Political Economy
0.0x Financial Times Journalism
0.0x Berggruen Institute Think Tanks
0.0x Environmental Journalists Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x Effective Altruism Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Crypto Investing Crypto
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Bismark Analysis Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x RadicalxChange Culture and Political Economy
0.0x Epidimiology Twitter Science
0.0x Crypto Journalists Crypto
0.0x Works in Progress Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Angels Crypto
0.0x The Intercept Journalism
0.0x Public Goods Funding Crypto
0.0x Epidemiology Journalism Science
0.0x Social Epistemology Culture and Political Economy
0.0x The Dispatch Journalism
0.0x Moderate Conservatism Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy