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/robpike/lisp

GitHub

vs. Baseline Lens Category
29.6x Founders Fund Venture Capital
14.0x Heterodox Academy Culture and Political Economy
12.3x Populist Libertarians Culture and Political Economy
12.0x Initialized Capital Venture Capital
7.0x Khosla Ventures Venture Capital
6.5x Niskanen Center Think Tanks
6.5x Foreign Policy Journalism
5.4x Hoover Institution Think Tanks
5.1x Foundation Against Intolerance and Racism Culture and Political Economy
4.5x Harper's Open Letter Culture and Political Economy
3.4x Bismark Analysis Culture and Political Economy
3.3x My Climate Journey Venture Capital
3.3x Persuasion Community Culture and Political Economy
3.1x Works in Progress Culture and Political Economy
3.1x Y Combinator Venture Capital
2.7x Sequioa Venture Capital
2.7x Village Global Venture Capital
2.6x Rationality Culture and Political Economy
2.4x Homebrew Venture Capital
2.3x Social Epistemology Culture and Political Economy
2.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.8x Effective Altruism Culture and Political Economy
1.7x A16Z Venture Capital
1.7x Recode Journalism
1.6x The Intercept Journalism
1.6x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.6x Benchmark Capital Venture Capital
1.5x Mercatus Center Think Tanks
1.5x Climate Solutions Culture and Political Economy
1.4x American Enterprise Institute Think Tanks
1.4x National Bureau of Economic Research Think Tanks
1.4x Ecomodernists Culture and Political Economy
1.3x Founders Informal Community
1.2x Bloomberg Opinion Journalism
1.2x VICE Journalism
1.1x Think Tanks system
1.1x Center for American Progress Think Tanks
1.0x Wired Journalism
1.0x Palladium Magazine Journalism
1.0x Baseline system
0.9x The New York Post Journalism
0.8x Hudson Institute Think Tanks
0.8x Eurasia Group Think Tanks
0.8x Degrowth Culture and Political Economy
0.7x New Yorker Journalism
0.6x Crypto VC Crypto
0.6x EconTwitter Science
0.6x Bessemer Venture Capital
0.6x Biotech Science
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
0.6x Philosophy Twitter Science
0.5x OANN Journalism
0.5x 350.org Culture and Political Economy
0.5x Progress Studies Culture and Political Economy
0.5x Reuters Journalism
0.5x Asia Society Policy Institute Think Tanks
0.5x Heritage Foundation Think Tanks
0.5x Claremont Institute Culture and Political Economy
0.5x Newsmax Journalism
0.5x Ecosocialism Culture and Political Economy
0.5x Cato Institute Think Tanks
0.4x Ars Technica Journalism
0.4x The Daily Beast Journalism
0.4x The Atlantic Journalism
0.4x Moderate Conservatism Culture and Political Economy
0.3x The Dispatch Journalism
0.3x The Long Now Foundation Culture and Political Economy
0.3x Washington Post Journalism
0.3x Index Ventures Venture Capital
0.3x Environmental Journalists Culture and Political Economy
0.2x BuzzFeed Journalism
0.2x Adam Smith Institute Think Tanks
0.2x Reality-Based Community system
0.2x CNBC Journalism
0.2x Wall Street Journal Journalism
0.2x Council on Foreign Relations Think Tanks
0.2x Black Lives Matter Culture and Political Economy
0.2x Peterson Institute for International Economics Think Tanks
0.2x Sutter Hill Ventures Venture Capital
0.2x IDEO Founder Collective Crypto
0.2x Brookings Think Tanks
0.2x Belfer Center Think Tanks
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Zig Software Engineering
0.1x Epidemiology Journalism Science
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Berggruen Institute Think Tanks
0.1x The New York Times Journalism
0.1x ClimateTwitter Science
0.1x Decentralized Web Crypto
0.1x Anarachists Culture and Political Economy
0.1x Techcrunch Journalism
0.1x Public Goods Funding Crypto
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Earth Institute Think Tanks
0.0x RadicalxChange Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Crypto Angels Crypto
0.0x Ethereum Crypto
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Cosmos Crypto
0.0x Crypto Infrastructure Crypto
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Atlantic Council Think Tanks
0.0x Epidimiology Twitter Science
0.0x Financial Times Journalism
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Accel Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Journalists Crypto
0.0x Polkadot Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto