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/halo2

GitHub

vs. Baseline Lens Category
5.5x The Information Journalism
3.6x Crypto VC Crypto
3.6x Bessemer Venture Capital
3.4x RadicalxChange Culture and Political Economy
2.5x Wall Street Journal Journalism
2.0x Bismark Analysis Culture and Political Economy
1.8x Crypto Infrastructure Crypto
1.7x Crypto Political Economy Crypto
1.4x Rationality Culture and Political Economy
1.2x Think Tanks system
1.1x Public Goods Funding Crypto
1.1x Mercatus Center Think Tanks
1.1x Palladium Magazine Journalism
1.1x American Enterprise Institute Think Tanks
1.1x National Bureau of Economic Research Think Tanks
1.1x Social Epistemology Culture and Political Economy
1.0x Baseline system
0.9x Crypto Investing Crypto
0.9x Khosla Ventures Venture Capital
0.9x Founders Informal Community
0.8x Crypto Journalists Crypto
0.8x Effective Altruism Culture and Political Economy
0.8x Environmental Defense Fund Culture and Political Economy
0.7x Sierra Clib Culture and Political Economy
0.7x Extinction Rebellion Culture and Political Economy
0.7x Schumacher Circle Culture and Political Economy
0.7x Fair Vote Culture and Political Economy
0.7x OANN Journalism
0.7x Philosophy Twitter Science
0.7x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.7x Bloomberg Opinion Journalism
0.7x Asia Society Policy Institute Think Tanks
0.7x Decentralized Finance (DeFi) Crypto
0.7x Reuters Journalism
0.7x 350.org Culture and Political Economy
0.7x Ethereum Crypto
0.7x Village Global Venture Capital
0.7x Newsmax Journalism
0.6x Heritage Foundation Think Tanks
0.6x Claremont Institute Culture and Political Economy
0.6x Hudson Institute Think Tanks
0.6x Ecosocialism Culture and Political Economy
0.6x Cosmos Crypto
0.6x A16Z Venture Capital
0.6x Cato Institute Think Tanks
0.6x Decentralized Web Crypto
0.6x Decentralized Autonomous Organizations (DAOs) Crypto
0.5x IDEO Founder Collective Crypto
0.5x The Daily Beast Journalism
0.5x Hoover Institution Think Tanks
0.4x Washington Post Journalism
0.4x VICE Journalism
0.4x Environmental Journalists Culture and Political Economy
0.3x Eurasia Group Think Tanks
0.3x Populist Libertarians Culture and Political Economy
0.3x The Intercept Journalism
0.3x CNBC Journalism
0.3x Black Lives Matter Culture and Political Economy
0.3x Ars Technica Journalism
0.2x Degrowth Culture and Political Economy
0.2x Crypto Angels Crypto
0.2x Moderate Conservatism Culture and Political Economy
0.2x Belfer Center Think Tanks
0.2x The Los Angeles Times Journalism
0.2x RAND Corporation Think Tanks
0.2x BuzzFeed Journalism
0.2x EconTwitter Science
0.2x Adam Smith Institute Think Tanks
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x The Dispatch Journalism
0.1x Progress Studies Culture and Political Economy
0.1x Founders Fund Venture Capital
0.1x Zig Software Engineering
0.1x Anarachists Culture and Political Economy
0.1x Recode Journalism
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Earth Institute Think Tanks
0.1x Berggruen Institute Think Tanks
0.1x Wired Journalism
0.1x Homebrew Venture Capital
0.1x Techcrunch Journalism
0.1x Non-Fungible Tokens (NFTs) Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Existential Risks Culture and Political Economy
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x The Long Now Foundation 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 My Climate Journey Venture Capital
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 Financial Times Journalism
0.0x Accel Venture Capital
0.0x Y Combinator Venture Capital
0.0x Polkadot Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Rust Software Engineering