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/barrywhitehat/maci

GitHub

vs. Baseline Lens Category
14.9x Public Goods Funding Crypto
14.0x RadicalxChange Culture and Political Economy
13.9x Ethereum Crypto
13.2x Crypto Political Economy Crypto
9.3x Bismark Analysis Culture and Political Economy
8.6x Palladium Magazine Journalism
7.0x Berggruen Institute Think Tanks
5.1x Mercatus Center Think Tanks
5.0x Crypto VC Crypto
4.4x Hudson Institute Think Tanks
4.2x Crypto Infrastructure Crypto
4.2x Crypto Journalists Crypto
4.0x Decentralized Web Crypto
3.9x Rationality Culture and Political Economy
3.7x The New York Post Journalism
3.3x Bloomberg Opinion Journalism
3.1x Effective Altruism Culture and Political Economy
3.1x Decentralized Finance (DeFi) Crypto
3.0x Foundation Against Intolerance and Racism Culture and Political Economy
2.9x Biotech Science
2.8x IDEO Founder Collective Crypto
2.8x Crypto Investing Crypto
2.6x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.6x Decentralized Autonomous Organizations (DAOs) Crypto
2.4x New Yorker Journalism
2.4x Environmental Defense Fund Culture and Political Economy
2.4x Sierra Clib Culture and Political Economy
2.4x Extinction Rebellion Culture and Political Economy
2.4x Schumacher Circle Culture and Political Economy
2.4x Fair Vote Culture and Political Economy
2.4x A16Z Venture Capital
2.3x OANN Journalism
2.3x Reuters Journalism
2.3x Philosophy Twitter Science
2.3x Asia Society Policy Institute Think Tanks
2.1x Crypto Angels Crypto
2.1x 350.org Culture and Political Economy
2.1x Newsmax Journalism
2.1x Heritage Foundation Think Tanks
2.0x Claremont Institute Culture and Political Economy
1.9x Ecosocialism Culture and Political Economy
1.9x Founders Informal Community
1.9x American Enterprise Institute Think Tanks
1.9x National Bureau of Economic Research Think Tanks
1.8x Ecomodernists Culture and Political Economy
1.8x Cato Institute Think Tanks
1.6x The Daily Beast Journalism
1.3x Cosmos Crypto
1.3x My Climate Journey Venture Capital
1.3x Village Global Venture Capital
1.3x Washington Post Journalism
1.2x Think Tanks system
1.2x Environmental Journalists Culture and Political Economy
1.2x VICE Journalism
1.1x Eurasia Group Think Tanks
1.0x Populist Libertarians Culture and Political Economy
1.0x Baseline system
1.0x The Intercept Journalism
1.0x Khosla Ventures Venture Capital
0.9x CNBC Journalism
0.9x Persuasion Community Culture and Political Economy
0.9x Social Epistemology Culture and Political Economy
0.9x Black Lives Matter Culture and Political Economy
0.9x Wall Street Journal Journalism
0.8x Harper's Open Letter Culture and Political Economy
0.8x Degrowth Culture and Political Economy
0.7x The New York Times Journalism
0.7x Polkadot Crypto
0.7x Moderate Conservatism Culture and Political Economy
0.6x Belfer Center Think Tanks
0.6x Hoover Institution Think Tanks
0.6x Niskanen Center Think Tanks
0.6x Foreign Policy Journalism
0.6x Progress Studies Culture and Political Economy
0.6x The Los Angeles Times Journalism
0.6x RAND Corporation Think Tanks
0.6x BuzzFeed Journalism
0.5x Anarachists Culture and Political Economy
0.5x Adam Smith Institute Think Tanks
0.5x Bessemer Venture Capital
0.5x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.4x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.4x Intergovernmental Panel on Climate Change (IPCC) Science
0.4x Wired Journalism
0.4x The Dispatch Journalism
0.4x The Atlantic Journalism
0.3x Founders Fund Venture Capital
0.3x ClimateTwitter Science
0.3x Recode Journalism
0.3x Ars Technica Journalism
0.2x Columbia SIPA Center for Energy Policy Think Tanks
0.2x Earth Institute Think Tanks
0.2x EconTwitter Science
0.2x The Long Now Foundation Culture and Political Economy
0.2x Homebrew Venture Capital
0.2x 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
0.1x Benchmark Capital Venture Capital
0.1x Techcrunch Journalism
0.1x Sequioa Venture Capital
0.1x Climate Solutions Culture and Political Economy
0.1x Works in Progress Culture and Political Economy
0.1x Initialized Capital Venture Capital
0.1x Stat News Journalism
0.1x 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 Epidemiology Journalism Science
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Y Combinator Venture Capital
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