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/ethereum/sharding

GitHub

vs. Baseline Lens Category
36.8x Harper's Open Letter Culture and Political Economy
14.3x Public Goods Funding Crypto
14.0x Crypto Investing Crypto
13.6x Ethereum Crypto
12.9x Crypto Political Economy Crypto
8.9x Bismark Analysis Culture and Political Economy
8.7x RadicalxChange Culture and Political Economy
8.4x Palladium Magazine Journalism
5.9x Berggruen Institute Think Tanks
4.7x Mercatus Center Think Tanks
4.5x Crypto VC Crypto
3.8x Rationality Culture and Political Economy
3.6x Crypto Infrastructure Crypto
3.1x Crypto Journalists Crypto
3.0x Effective Altruism Culture and Political Economy
3.0x Bloomberg Opinion Journalism
2.7x Crypto Angels Crypto
2.6x Hudson Institute Think Tanks
2.4x Decentralized Autonomous Organizations (DAOs) Crypto
2.4x A16Z Venture Capital
2.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.2x Financial Times Journalism
2.2x Decentralized Finance (DeFi) Crypto
2.2x The New York Post Journalism
2.0x Foundation Against Intolerance and Racism Culture and Political Economy
1.8x Biotech Science
1.7x IDEO Founder Collective Crypto
1.6x Decentralized Web Crypto
1.6x Environmental Defense Fund Culture and Political Economy
1.6x Sierra Clib Culture and Political Economy
1.6x Extinction Rebellion Culture and Political Economy
1.6x Schumacher Circle Culture and Political Economy
1.6x Fair Vote Culture and Political Economy
1.6x OANN Journalism
1.6x Asia Society Policy Institute Think Tanks
1.6x Philosophy Twitter Science
1.5x 350.org Culture and Political Economy
1.5x Reuters Journalism
1.4x Newsmax Journalism
1.4x New Yorker Journalism
1.4x Founders Informal Community
1.4x Heritage Foundation Think Tanks
1.4x Claremont Institute Culture and Political Economy
1.3x Cosmos Crypto
1.3x Ecosocialism Culture and Political Economy
1.3x My Climate Journey Venture Capital
1.2x Cato Institute Think Tanks
1.2x Think Tanks system
1.1x American Enterprise Institute Think Tanks
1.1x National Bureau of Economic Research Think Tanks
1.1x The Daily Beast Journalism
1.1x Ecomodernists Culture and Political Economy
1.0x Baseline system
0.9x Social Epistemology Culture and Political Economy
0.8x Environmental Journalists Culture and Political Economy
0.8x Washington Post Journalism
0.7x VICE Journalism
0.7x Populist Libertarians Culture and Political Economy
0.7x The New York Times Journalism
0.7x Polkadot Crypto
0.7x The Intercept Journalism
0.7x Persuasion Community Culture and Political Economy
0.6x Eurasia Group Think Tanks
0.6x CNBC Journalism
0.6x Black Lives Matter Culture and Political Economy
0.6x Khosla Ventures Venture Capital
0.5x Wall Street Journal Journalism
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
0.5x Moderate Conservatism Culture and Political Economy
0.4x Hoover Institution Think Tanks
0.4x Belfer Center Think Tanks
0.4x Anarachists Culture and Political Economy
0.4x The Los Angeles Times Journalism
0.4x RAND Corporation Think Tanks
0.4x BuzzFeed Journalism
0.3x Bessemer Venture Capital
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x Adam Smith Institute Think Tanks
0.3x Ars Technica Journalism
0.3x Intergovernmental Panel on Climate Change (IPCC) Science
0.3x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.2x The Dispatch Journalism
0.2x Founders Fund Venture Capital
0.2x The Atlantic Journalism
0.2x ClimateTwitter Science
0.2x EconTwitter Science
0.2x Recode Journalism
0.2x Columbia SIPA Center for Energy Policy Think Tanks
0.2x Earth Institute Think Tanks
0.1x The Long Now Foundation Culture and Political Economy
0.1x Homebrew Venture Capital
0.1x Wired Journalism
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Village Global Venture Capital
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 Sequioa Venture Capital
0.0x Techcrunch Journalism
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 Epidimiology Twitter Science
0.0x Peterson Institute for International Economics Think Tanks
0.0x Epidemiology Journalism Science
0.0x Y Combinator Venture Capital
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Accel Venture Capital
0.0x Zig Software Engineering
0.0x Sutter Hill Ventures Venture Capital
0.0x Rust Software Engineering