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/basecamp/handbook

GitHub

vs. Baseline Lens Category
21.6x The Information Journalism
18.1x The Verge Journalism
8.7x Benchmark Capital Venture Capital
4.3x Harper's Open Letter Culture and Political Economy
3.4x Bloomberg Opinion Journalism
3.2x Recode Journalism
2.8x The New York Times Journalism
2.8x Wall Street Journal Journalism
1.4x Mercatus Center Think Tanks
1.0x Baseline system
0.8x IDEO Founder Collective Crypto
0.8x Founders Informal Community
0.7x Adam Smith Institute Think Tanks
0.7x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.6x Environmental Defense Fund Culture and Political Economy
0.6x Sierra Clib Culture and Political Economy
0.6x Extinction Rebellion Culture and Political Economy
0.6x Schumacher Circle Culture and Political Economy
0.6x Fair Vote Culture and Political Economy
0.5x Philosophy Twitter Science
0.5x Progress Studies Culture and Political Economy
0.5x 350.org Culture and Political Economy
0.5x My Climate Journey Venture Capital
0.5x Heritage Foundation Think Tanks
0.5x Claremont Institute Culture and Political Economy
0.5x EFF Culture and Political Economy
0.5x Ecosocialism Culture and Political Economy
0.4x Reuters Journalism
0.4x OANN Journalism
0.4x Cato Institute Think Tanks
0.4x Asia Society Policy Institute Think Tanks
0.4x Newsmax Journalism
0.4x The Daily Beast Journalism
0.3x Homebrew Venture Capital
0.3x Sutter Hill Ventures Venture Capital
0.3x Hudson Institute Think Tanks
0.3x VICE Journalism
0.3x Think Tanks system
0.2x Washington Post Journalism
0.2x Ars Technica Journalism
0.2x The Long Now Foundation Culture and Political Economy
0.2x CNBC Journalism
0.2x Environmental Journalists Culture and Political Economy
0.2x Populist Libertarians Culture and Political Economy
0.2x The Intercept Journalism
0.2x Cosmos Crypto
0.2x Effective Altruism Culture and Political Economy
0.2x Village Global Venture Capital
0.2x Eurasia Group Think Tanks
0.2x Black Lives Matter Culture and Political Economy
0.1x Belfer Center Think Tanks
0.1x Techcrunch Journalism
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.1x Degrowth Culture and Political Economy
0.1x Moderate Conservatism Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x A16Z Venture Capital
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Crypto VC Crypto
0.1x Bessemer Venture Capital
0.1x Y Combinator Venture Capital
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Founders Fund Venture Capital
0.1x Zig Software Engineering
0.1x Biotech Science
0.1x Anarachists Culture and Political Economy
0.0x Khosla Ventures Venture Capital
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Hoover Institution Think Tanks
0.0x Wired Journalism
0.0x Earth Institute Think Tanks
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Berggruen Institute Think Tanks
0.0x Existential Risks Culture and Political Economy
0.0x The Economist Journalism
0.0x Rationality Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Sequioa Venture Capital
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x Decentralized Web Crypto
0.0x Stat News Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Urban Institute Think Tanks
0.0x Works in Progress Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Atlantic Council Think Tanks
0.0x Crypto Infrastructure Crypto
0.0x Epidimiology Twitter Science
0.0x Standard Crypto Venture Capital
0.0x Epidemiology Journalism Science
0.0x Peterson Institute for International Economics Think Tanks
0.0x Financial Times Journalism
0.0x Crypto Investing Crypto
0.0x Accel Venture Capital
0.0x Palladium Magazine Journalism
0.0x Bismark Analysis Culture and Political Economy
0.0x Ethereum Crypto
0.0x Social Epistemology Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto