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?

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Substack Newsletter

vs. Baseline Lens Category
593.5x Y Combinator Venture Capital
63.5x Zig Software Engineering
63.5x The Long Now Foundation Culture and Political Economy
54.0x Climate Solutions Culture and Political Economy
53.9x Social Epistemology Culture and Political Economy
52.9x Progress Studies Culture and Political Economy
32.3x Rationality Culture and Political Economy
23.7x Mercatus Center Think Tanks
22.3x Biotech Science
19.1x Effective Altruism Culture and Political Economy
18.0x Crypto VC Crypto
16.2x Bismark Analysis Culture and Political Economy
14.6x A16Z Venture Capital
10.9x Founders Informal Community
10.7x Initialized Capital Venture Capital
9.8x EconTwitter Science
8.0x Index Ventures Venture Capital
7.5x My Climate Journey Venture Capital
7.2x Schumacher Circle Culture and Political Economy
7.2x Ecomodernists Culture and Political Economy
6.9x Khosla Ventures Venture Capital
6.9x Fair Vote Culture and Political Economy
5.2x Decentralized Web Crypto
5.2x Crypto Angels Crypto
5.2x Palladium Magazine Journalism
4.5x Cosmos Crypto
4.1x Crypto Infrastructure Crypto
3.9x Sequioa Venture Capital
3.7x Philosophy Twitter Science
3.3x Degrowth Culture and Political Economy
3.3x Benchmark Capital Venture Capital
3.3x Sutter Hill Ventures Venture Capital
3.3x RadicalxChange Culture and Political Economy
3.0x Heterodox Academy Culture and Political Economy
2.9x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.8x Village Global Venture Capital
2.6x Public Goods Funding Crypto
2.6x Extinction Rebellion Culture and Political Economy
2.5x Bloomberg Opinion Journalism
2.5x Peterson Institute for International Economics Think Tanks
2.3x IDEO Founder Collective Crypto
2.3x Ethereum Crypto
2.0x Works in Progress Culture and Political Economy
2.0x Environmental Defense Fund Culture and Political Economy
1.5x Asia Society Policy Institute Think Tanks
1.5x Polkadot Crypto
1.4x Newsmax Journalism
1.4x Existential Risks Culture and Political Economy
1.4x Crypto Journalists Crypto
1.3x Urban Institute Think Tanks
1.2x Think Tanks system
1.1x Heritage Foundation Think Tanks
1.1x Decentralized Autonomous Organizations (DAOs) Crypto
1.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
1.0x Intergovernmental Panel on Climate Change (IPCC) Science
1.0x Baseline system
0.9x New Yorker Journalism
0.8x RAND Corporation Think Tanks
0.7x Crypto Investing Crypto
0.7x Financial Times Journalism
0.7x Epidimiology Twitter Science
0.7x Atlantic Council Think Tanks
0.6x The Atlantic Journalism
0.6x CNBC Journalism
0.6x Anarachists Culture and Political Economy
0.6x Belfer Center Think Tanks
0.6x The Los Angeles Times Journalism
0.6x Hudson Institute Think Tanks
0.6x VICE Journalism
0.5x Black Lives Matter Culture and Political Economy
0.5x EFF Culture and Political Economy
0.5x Washington Post Journalism
0.5x OANN Journalism
0.4x Reuters Journalism
0.4x ClimateTwitter Science
0.4x Persuasion Community Culture and Political Economy
0.4x The Economist Journalism
0.4x Stat News Journalism
0.4x The New York Post Journalism
0.3x Homebrew Venture Capital
0.3x The Daily Beast Journalism
0.3x Claremont Institute Culture and Political Economy
0.3x Wired Journalism
0.3x Accel Venture Capital
0.3x Rust Software Engineering
0.3x The New York Times Journalism
0.2x BuzzFeed Journalism
0.2x 350.org Culture and Political Economy
0.2x Adam Smith Institute Think Tanks
0.2x The Verge Journalism
0.2x Eurasia Group Think Tanks
0.2x Non-Fungible Tokens (NFTs) Crypto
0.2x Cato Institute Think Tanks
0.2x Epidemiology Journalism Science
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Harper's Open Letter Culture and Political Economy
0.1x Berggruen Institute Think Tanks
0.1x Populist Libertarians Culture and Political Economy
0.1x Wall Street Journal Journalism
0.1x Sierra Clib Culture and Political Economy
0.1x Earth Institute Think Tanks
0.1x The Information Journalism
0.1x Bessemer Venture Capital
0.1x Crypto Political Economy Crypto
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Techcrunch Journalism
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Recode Journalism
0.1x Decentralized Finance (DeFi) Crypto
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.0x Environmental Journalists Culture and Political Economy
0.0x Hoover Institution Think Tanks
0.0x Standard Crypto Venture Capital
0.0x The Intercept Journalism
0.0x Ecosocialism Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Moderate Conservatism Culture and Political Economy
0.0x The Dispatch Journalism