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/miracle2k/tarsnapper

GitHub

vs. Baseline Lens Category
16.1x Social Epistemology Culture and Political Economy
13.6x The Verge Journalism
11.2x Initialized Capital Venture Capital
8.7x Rationality Culture and Political Economy
8.6x Bismark Analysis Culture and Political Economy
7.5x Village Global Venture Capital
5.3x Benchmark Capital Venture Capital
5.2x Khosla Ventures Venture Capital
5.2x Bloomberg Opinion Journalism
4.7x Heterodox Academy Culture and Political Economy
4.3x Wired Journalism
4.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
3.8x A16Z Venture Capital
3.5x Niskanen Center Think Tanks
3.5x Foreign Policy Journalism
3.3x Mercatus Center Think Tanks
3.2x Progress Studies Culture and Political Economy
2.4x Works in Progress Culture and Political Economy
2.3x Y Combinator Venture Capital
2.3x Persuasion Community Culture and Political Economy
2.3x Palladium Magazine Journalism
2.1x The Long Now Foundation Culture and Political Economy
1.7x Foundation Against Intolerance and Racism Culture and Political Economy
1.7x Hudson Institute Think Tanks
1.7x Homebrew Venture Capital
1.5x OANN Journalism
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 Asia Society Policy Institute Think Tanks
1.5x New Yorker Journalism
1.4x Philosophy Twitter Science
1.4x Rust Software Engineering
1.4x Newsmax Journalism
1.4x 350.org Culture and Political Economy
1.3x Reuters Journalism
1.3x Heritage Foundation Think Tanks
1.3x Claremont Institute Culture and Political Economy
1.3x Ecomodernists Culture and Political Economy
1.3x Recode Journalism
1.3x The New York Post Journalism
1.2x Ecosocialism Culture and Political Economy
1.1x Cato Institute Think Tanks
1.1x Effective Altruism Culture and Political Economy
1.1x Crypto VC Crypto
1.1x Harper's Open Letter Culture and Political Economy
1.0x The Daily Beast Journalism
1.0x Baseline system
0.9x My Climate Journey Venture Capital
0.9x American Enterprise Institute Think Tanks
0.9x National Bureau of Economic Research Think Tanks
0.9x Accel Venture Capital
0.8x Zig Software Engineering
0.8x Washington Post Journalism
0.8x Environmental Journalists Culture and Political Economy
0.8x VICE Journalism
0.7x Anarachists Culture and Political Economy
0.7x Eurasia Group Think Tanks
0.7x Populist Libertarians Culture and Political Economy
0.6x The Intercept Journalism
0.6x Ars Technica Journalism
0.6x The Atlantic Journalism
0.6x CNBC Journalism
0.6x Founders Informal Community
0.6x Black Lives Matter Culture and Political Economy
0.5x Wall Street Journal Journalism
0.5x Degrowth Culture and Political Economy
0.5x Adam Smith Institute Think Tanks
0.4x Moderate Conservatism Culture and Political Economy
0.4x Belfer Center Think Tanks
0.4x The Los Angeles Times Journalism
0.4x RAND Corporation Think Tanks
0.4x Hoover Institution Think Tanks
0.4x BuzzFeed Journalism
0.3x Council on Foreign Relations Think Tanks
0.3x Bessemer Venture Capital
0.3x RadicalxChange Culture and Political Economy
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x IDEO Founder Collective Crypto
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 New York Times Journalism
0.2x Founders Fund Venture Capital
0.2x ClimateTwitter Science
0.2x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Earth Institute Think Tanks
0.1x Berggruen Institute Think Tanks
0.1x Techcrunch Journalism
0.1x Sutter Hill Ventures Venture Capital
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Existential Risks Culture and Political Economy
0.1x Public Goods Funding Crypto
0.1x Crypto Infrastructure Crypto
0.1x The Information Journalism
0.1x The Economist Journalism
0.1x Cosmos Crypto
0.1x Biotech Science
0.1x Index Ventures Venture Capital
0.1x Crypto Investing Crypto
0.0x Sequioa Venture Capital
0.0x EconTwitter Science
0.0x Climate Solutions Culture and Political Economy
0.0x Ethereum Crypto
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Decentralized Finance (DeFi) Crypto
0.0x Atlantic Council Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Epidemiology Journalism Science
0.0x Epidimiology Twitter Science
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Financial Times Journalism
0.0x Decentralized Web Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x Crypto Political Economy Crypto