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/zcash/zips

GitHub

vs. Baseline Lens Category
5.5x The Information Journalism
4.1x Crypto VC Crypto
3.6x Bessemer Venture Capital
3.6x RadicalxChange Culture and Political Economy
2.5x Wall Street Journal Journalism
2.2x Crypto Infrastructure Crypto
2.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
2.0x Bismark Analysis Culture and Political Economy
1.8x Crypto Investing Crypto
1.7x Crypto Political Economy Crypto
1.6x Think Tanks system
1.5x American Enterprise Institute Think Tanks
1.5x National Bureau of Economic Research Think Tanks
1.5x Rationality Culture and Political Economy
1.4x Public Goods Funding Crypto
1.2x Crypto Journalists Crypto
1.2x Mercatus Center Think Tanks
1.1x Palladium Magazine Journalism
1.1x Cosmos Crypto
1.1x Social Epistemology Culture and Political Economy
1.0x OANN Journalism
1.0x Environmental Defense Fund Culture and Political Economy
1.0x Sierra Clib Culture and Political Economy
1.0x Extinction Rebellion Culture and Political Economy
1.0x Schumacher Circle Culture and Political Economy
1.0x Fair Vote Culture and Political Economy
1.0x Reuters Journalism
1.0x Decentralized Finance (DeFi) Crypto
1.0x Baseline system
1.0x Philosophy Twitter Science
1.0x Founders Informal Community
0.9x Newsmax Journalism
0.9x 350.org Culture and Political Economy
0.9x Khosla Ventures Venture Capital
0.9x Heritage Foundation Think Tanks
0.9x Asia Society Policy Institute Think Tanks
0.9x Claremont Institute Culture and Political Economy
0.8x Ecosocialism Culture and Political Economy
0.8x Ethereum Crypto
0.8x Cato Institute Think Tanks
0.8x Hudson Institute Think Tanks
0.8x Effective Altruism Culture and Political Economy
0.7x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.7x Bloomberg Opinion Journalism
0.7x A16Z Venture Capital
0.7x IDEO Founder Collective Crypto
0.7x Village Global Venture Capital
0.6x The Daily Beast Journalism
0.6x Decentralized Autonomous Organizations (DAOs) Crypto
0.6x Crypto Angels Crypto
0.6x Decentralized Web Crypto
0.5x Environmental Journalists Culture and Political Economy
0.5x Hoover Institution Think Tanks
0.5x Washington Post Journalism
0.5x VICE Journalism
0.4x Eurasia Group Think Tanks
0.4x Populist Libertarians Culture and Political Economy
0.4x The Intercept Journalism
0.4x CNBC Journalism
0.3x Black Lives Matter Culture and Political Economy
0.3x Degrowth Culture and Political Economy
0.3x Belfer Center Think Tanks
0.3x Ars Technica Journalism
0.3x Moderate Conservatism Culture and Political Economy
0.2x RAND Corporation Think Tanks
0.2x The Los Angeles Times Journalism
0.2x BuzzFeed Journalism
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Adam Smith Institute Think Tanks
0.2x Works in Progress Culture and Political Economy
0.2x EconTwitter Science
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x The Dispatch Journalism
0.1x Anarachists Culture and Political Economy
0.1x Founders Fund Venture Capital
0.1x Techcrunch Journalism
0.1x Recode Journalism
0.1x Progress Studies Culture and Political Economy
0.1x Zig Software Engineering
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Earth Institute Think Tanks
0.1x Berggruen Institute Think Tanks
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Homebrew Venture Capital
0.1x Wired Journalism
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.1x Existential Risks Culture and Political Economy
0.0x The Verge Journalism
0.0x The Economist Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x Sequioa Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Stat News Journalism
0.0x Initialized Capital Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Urban Institute Think Tanks
0.0x The Long Now Foundation Culture and Political Economy
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 Accel Venture Capital
0.0x Financial Times Journalism
0.0x Y Combinator Venture Capital
0.0x Polkadot Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Rust Software Engineering