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?

ashleycford.medium.com

Medium Blog

vs. Baseline Lens Category
13.7x BuzzFeed Journalism
4.4x New Yorker Journalism
3.1x The Los Angeles Times Journalism
2.2x The Atlantic Journalism
1.8x Environmental Journalists Culture and Political Economy
1.7x Founders Informal Community
1.0x Baseline system
1.0x Fair Vote Culture and Political Economy
1.0x Schumacher Circle Culture and Political Economy
0.9x Recode Journalism
0.7x Reality-Based Community system
0.6x Black Lives Matter Culture and Political Economy
0.5x Homebrew Venture Capital
0.4x Newsmax Journalism
0.4x The New York Times Journalism
0.4x Crypto Infrastructure Crypto
0.4x The New York Post Journalism
0.3x Council on Foreign Relations Think Tanks
0.3x Extinction Rebellion Culture and Political Economy
0.3x Initialized Capital Venture Capital
0.2x Heritage Foundation Think Tanks
0.2x Adam Smith Institute Think Tanks
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Existential Risks Culture and Political Economy
0.2x The Long Now Foundation Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.2x Washington Post Journalism
0.1x IDEO Founder Collective Crypto
0.1x Anarachists Culture and Political Economy
0.1x Peterson Institute for International Economics Think Tanks
0.1x Claremont Institute Culture and Political Economy
0.1x Polkadot Crypto
0.1x A16Z Venture Capital
0.1x Bloomberg Opinion Journalism
0.1x Brookings Think Tanks
0.1x Philosophy Twitter Science
0.1x Crypto VC Crypto
0.1x Ecomodernists Culture and Political Economy
0.1x Urban Institute Think Tanks
0.1x RAND Corporation Think Tanks
0.1x The Economist Journalism
0.1x Harper's Open Letter Culture and Political Economy
0.1x OANN Journalism
0.1x Zig Software Engineering
0.1x Stat News Journalism
0.1x Index Ventures Venture Capital
0.1x The Daily Beast Journalism
0.1x Eurasia Group Think Tanks
0.1x Center for American Progress Think Tanks
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Ars Technica Journalism
0.1x Reuters Journalism
0.1x EconTwitter Science
0.1x Belfer Center Think Tanks
0.1x Degrowth Culture and Political Economy
0.1x Hudson Institute Think Tanks
0.0x Persuasion Community Culture and Political Economy
0.0x CNBC Journalism
0.0x Sequioa Venture Capital
0.0x Financial Times Journalism
0.0x Berggruen Institute Think Tanks
0.0x Epidemiology Journalism Science
0.0x Decentralized Web Crypto
0.0x Techcrunch Journalism
0.0x Bessemer Venture Capital
0.0x Populist Libertarians Culture and Political Economy
0.0x Effective Altruism Culture and Political Economy
0.0x Climate Solutions Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Accel Venture Capital
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Rust Software Engineering
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Wall Street Journal Journalism
0.0x 350.org Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Palladium Magazine Journalism
0.0x VICE Journalism
0.0x American Enterprise Institute Think Tanks
0.0x National Bureau of Economic Research Think Tanks
0.0x Earth Institute Think Tanks
0.0x Sutter Hill Ventures Venture Capital
0.0x Epidimiology Twitter Science
0.0x Biotech Science
0.0x Cosmos Crypto
0.0x Cato Institute Think Tanks
0.0x RadicalxChange Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Hoover Institution Think Tanks
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x My Climate Journey Venture Capital
0.0x Wired Journalism
0.0x Works in Progress Culture and Political Economy
0.0x Village Global Venture Capital
0.0x The Information Journalism
0.0x Progress Studies Culture and Political Economy
0.0x EFF Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Ethereum Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Standard Crypto Venture Capital
0.0x Atlantic Council Think Tanks
0.0x The Intercept Journalism
0.0x Ecosocialism Culture and Political Economy
0.0x The Verge Journalism
0.0x Crypto Angels Crypto
0.0x Khosla Ventures Venture Capital
0.0x Crypto Investing Crypto
0.0x Public Goods Funding Crypto
0.0x Social Epistemology Culture and Political Economy
0.0x Moderate Conservatism Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Rationality Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x The Dispatch Journalism
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism