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/sigp/lighthouse

GitHub

vs. Baseline Lens Category
14.3x Public Goods Funding Crypto
13.6x Ethereum Crypto
12.9x Crypto Political Economy Crypto
8.9x Bismark Analysis Culture and Political Economy
8.6x RadicalxChange Culture and Political Economy
8.4x Palladium Magazine Journalism
5.9x Berggruen Institute Think Tanks
4.7x Mercatus Center Think Tanks
4.2x Crypto VC Crypto
3.8x Rationality Culture and Political Economy
3.5x Crypto Infrastructure Crypto
3.0x Effective Altruism Culture and Political Economy
3.0x Bloomberg Opinion Journalism
2.9x Crypto Journalists Crypto
2.6x Hudson Institute Think Tanks
2.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.2x The New York Post Journalism
2.2x Decentralized Finance (DeFi) Crypto
2.0x Foundation Against Intolerance and Racism Culture and Political Economy
2.0x Crypto Investing Crypto
1.8x A16Z Venture Capital
1.8x Decentralized Autonomous Organizations (DAOs) Crypto
1.8x Biotech Science
1.7x Decentralized Web Crypto
1.5x Environmental Defense Fund Culture and Political Economy
1.5x Sierra Clib Culture and Political Economy
1.5x Extinction Rebellion Culture and Political Economy
1.5x Schumacher Circle Culture and Political Economy
1.5x Fair Vote Culture and Political Economy
1.5x Reuters Journalism
1.4x OANN Journalism
1.4x New Yorker Journalism
1.4x Founders Informal Community
1.4x IDEO Founder Collective Crypto
1.4x Crypto Angels Crypto
1.4x Philosophy Twitter Science
1.4x Asia Society Policy Institute Think Tanks
1.3x 350.org Culture and Political Economy
1.3x Newsmax Journalism
1.3x Heritage Foundation Think Tanks
1.3x Claremont Institute Culture and Political Economy
1.3x My Climate Journey Venture Capital
1.2x Think Tanks system
1.2x Ecosocialism Culture and Political Economy
1.1x American Enterprise Institute Think Tanks
1.1x National Bureau of Economic Research Think Tanks
1.1x Cato Institute Think Tanks
1.1x Cosmos Crypto
1.1x Ecomodernists Culture and Political Economy
1.0x The Daily Beast Journalism
1.0x Baseline system
0.9x Social Epistemology Culture and Political Economy
0.8x Washington Post Journalism
0.7x Environmental Journalists Culture and Political Economy
0.7x VICE Journalism
0.7x The New York Times Journalism
0.7x Polkadot Crypto
0.7x Persuasion Community Culture and Political Economy
0.6x Eurasia Group Think Tanks
0.6x Populist Libertarians Culture and Political Economy
0.6x The Intercept Journalism
0.6x CNBC Journalism
0.6x Khosla Ventures Venture Capital
0.6x Harper's Open Letter Culture and Political Economy
0.5x Wall Street Journal Journalism
0.5x Black Lives Matter Culture and Political Economy
0.5x Degrowth Culture and Political Economy
0.5x Niskanen Center Think Tanks
0.5x Foreign Policy Journalism
0.5x Progress Studies Culture and Political Economy
0.4x Hoover Institution Think Tanks
0.4x Moderate Conservatism Culture and Political Economy
0.4x Anarachists Culture and Political Economy
0.4x Belfer Center Think Tanks
0.4x The Los Angeles Times Journalism
0.4x RAND Corporation Think Tanks
0.3x BuzzFeed Journalism
0.3x Adam Smith Institute Think Tanks
0.3x Bessemer Venture Capital
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x Ars Technica Journalism
0.3x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x The Dispatch Journalism
0.2x The Atlantic Journalism
0.2x Founders Fund Venture Capital
0.2x ClimateTwitter Science
0.2x EconTwitter Science
0.2x Recode Journalism
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Earth Institute Think Tanks
0.1x The Long Now Foundation Culture and Political Economy
0.1x Wired Journalism
0.1x Village Global Venture Capital
0.1x Homebrew Venture Capital
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Existential Risks Culture and Political Economy
0.1x The Information Journalism
0.1x The Economist Journalism
0.1x The Verge Journalism
0.1x Heterodox Academy Culture and Political Economy
0.1x Index Ventures Venture Capital
0.0x Techcrunch Journalism
0.0x Benchmark Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Epidimiology Twitter Science
0.0x Y Combinator Venture Capital
0.0x Epidemiology Journalism Science
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Zig Software Engineering
0.0x Sutter Hill Ventures Venture Capital
0.0x Rust Software Engineering