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?

github.com/kelseyhightower/nocode

GitHub

vs. Baseline Lens Category
37.8x Anarachists Culture and Political Economy
13.8x EFF Culture and Political Economy
12.1x The New York Post Journalism
10.1x Ars Technica Journalism
8.9x Adam Smith Institute Think Tanks
1.9x Zig Software Engineering
1.7x Environmental Defense Fund Culture and Political Economy
1.7x Sierra Clib Culture and Political Economy
1.7x Extinction Rebellion Culture and Political Economy
1.7x Schumacher Circle Culture and Political Economy
1.7x Fair Vote Culture and Political Economy
1.6x OANN Journalism
1.6x Philosophy Twitter Science
1.6x Asia Society Policy Institute Think Tanks
1.5x 350.org Culture and Political Economy
1.5x Newsmax Journalism
1.4x Heritage Foundation Think Tanks
1.4x Recode Journalism
1.4x Claremont Institute Culture and Political Economy
1.4x Index Ventures Venture Capital
1.4x Ecosocialism Culture and Political Economy
1.3x Reuters Journalism
1.3x Cato Institute Think Tanks
1.2x Hudson Institute Think Tanks
1.1x The Daily Beast Journalism
1.1x Hoover Institution Think Tanks
1.0x A16Z Venture Capital
1.0x Baseline system
0.9x Think Tanks system
0.9x Environmental Journalists Culture and Political Economy
0.8x VICE Journalism
0.7x Populist Libertarians Culture and Political Economy
0.7x The Intercept Journalism
0.7x Washington Post Journalism
0.7x CNBC Journalism
0.6x Eurasia Group Think Tanks
0.6x Black Lives Matter Culture and Political Economy
0.6x The Dispatch Journalism
0.6x Founders Informal Community
0.5x Degrowth Culture and Political Economy
0.5x Wall Street Journal Journalism
0.4x Belfer Center Think Tanks
0.4x Council on Foreign Relations Think Tanks
0.4x The New York Times Journalism
0.4x The Los Angeles Times Journalism
0.4x RAND Corporation Think Tanks
0.4x American Enterprise Institute Think Tanks
0.4x National Bureau of Economic Research Think Tanks
0.4x Initialized Capital Venture Capital
0.4x BuzzFeed Journalism
0.4x Moderate Conservatism Culture and Political Economy
0.4x Sutter Hill Ventures Venture Capital
0.3x Foundation Against Intolerance and Racism Culture and Political Economy
0.3x Bessemer Venture Capital
0.3x Brookings Think Tanks
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x Techcrunch Journalism
0.3x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Harper's Open Letter Culture and Political Economy
0.2x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.2x Persuasion Community Culture and Political Economy
0.2x Center for American Progress Think Tanks
0.2x Founders Fund Venture Capital
0.2x ClimateTwitter Science
0.2x Bloomberg Opinion Journalism
0.1x Berggruen Institute Think Tanks
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Rust Software Engineering
0.1x Earth Institute Think Tanks
0.1x The Atlantic Journalism
0.1x Wired Journalism
0.1x Homebrew Venture Capital
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Crypto Journalists Crypto
0.1x Khosla Ventures Venture Capital
0.1x Financial Times Journalism
0.1x Existential Risks Culture and Political Economy
0.1x The Information Journalism
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.1x Crypto Infrastructure Crypto
0.1x The Economist Journalism
0.1x The Verge Journalism
0.1x Heterodox Academy Culture and Political Economy
0.1x Crypto VC Crypto
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Biotech Science
0.1x Benchmark Capital Venture Capital
0.1x Sequioa Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Ecomodernists Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x EconTwitter Science
0.0x RadicalxChange Culture and Political Economy
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x My Climate Journey Venture Capital
0.0x Atlantic Council Think Tanks
0.0x Cosmos Crypto
0.0x Epidimiology Twitter Science
0.0x Peterson Institute for International Economics Think Tanks
0.0x Village Global Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Epidemiology Journalism Science
0.0x Effective Altruism Culture and Political Economy
0.0x Accel Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x IDEO Founder Collective Crypto
0.0x Mercatus Center Think Tanks
0.0x Social Epistemology Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Decentralized Web Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x Crypto Investing Crypto
0.0x Ethereum Crypto
0.0x Crypto Political Economy Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x Progress Studies Culture and Political Economy
0.0x Public Goods Funding Crypto