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/youyanggu/yyg-seir-simulator

GitHub

vs. Baseline Lens Category
11.6x Wired Journalism
10.6x Eurasia Group Think Tanks
9.2x New Yorker Journalism
8.2x Benchmark Capital Venture Capital
4.4x Ecomodernists Culture and Political Economy
3.6x Biotech Science
3.1x Initialized Capital Venture Capital
2.8x Epidimiology Twitter Science
2.8x Persuasion Community Culture and Political Economy
2.7x Khosla Ventures Venture Capital
2.1x Village Global Venture Capital
1.9x Techcrunch Journalism
1.5x A16Z Venture Capital
1.1x Recode Journalism
1.1x The Atlantic Journalism
1.1x Harper's Open Letter Culture and Political Economy
1.1x Degrowth Culture and Political Economy
1.0x Council on Foreign Relations Think Tanks
1.0x Baseline system
0.9x EconTwitter Science
0.9x Think Tanks system
0.8x Sutter Hill Ventures Venture Capital
0.7x Bloomberg Opinion Journalism
0.7x Works in Progress Culture and Political Economy
0.6x American Enterprise Institute Think Tanks
0.6x National Bureau of Economic Research Think Tanks
0.5x Climate Solutions Culture and Political Economy
0.5x Crypto VC Crypto
0.4x Bismark Analysis Culture and Political Economy
0.4x Brookings Think Tanks
0.4x Environmental Defense Fund Culture and Political Economy
0.4x Sierra Clib Culture and Political Economy
0.4x Extinction Rebellion Culture and Political Economy
0.4x Schumacher Circle Culture and Political Economy
0.4x Fair Vote Culture and Political Economy
0.4x Philosophy Twitter Science
0.4x OANN Journalism
0.4x 350.org Culture and Political Economy
0.4x Asia Society Policy Institute Think Tanks
0.3x Heritage Foundation Think Tanks
0.3x Claremont Institute Culture and Political Economy
0.3x Newsmax Journalism
0.3x Ecosocialism Culture and Political Economy
0.3x Hudson Institute Think Tanks
0.3x Cato Institute Think Tanks
0.3x CNBC Journalism
0.3x Berggruen Institute Think Tanks
0.3x The Daily Beast Journalism
0.3x IDEO Founder Collective Crypto
0.3x The Long Now Foundation Culture and Political Economy
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x Ars Technica Journalism
0.2x Mercatus Center Think Tanks
0.2x VICE Journalism
0.2x Effective Altruism Culture and Political Economy
0.2x Environmental Journalists Culture and Political Economy
0.2x Social Epistemology Culture and Political Economy
0.2x Foundation Against Intolerance and Racism Culture and Political Economy
0.2x Center for American Progress Think Tanks
0.2x Peterson Institute for International Economics Think Tanks
0.2x Populist Libertarians Culture and Political Economy
0.2x The Intercept Journalism
0.1x Wall Street Journal Journalism
0.1x Black Lives Matter Culture and Political Economy
0.1x Reality-Based Community system
0.1x Reuters Journalism
0.1x Belfer Center Think Tanks
0.1x Moderate Conservatism Culture and Political Economy
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Y Combinator Venture Capital
0.1x Bessemer Venture Capital
0.1x Rationality Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Founders Fund Venture Capital
0.0x Anarachists Culture and Political Economy
0.0x Founders Informal Community
0.0x Adam Smith Institute Think Tanks
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Progress Studies Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Homebrew Venture Capital
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x The Dispatch Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x Sequioa Venture Capital
0.0x Palladium Magazine Journalism
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 Crypto Infrastructure Crypto
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 Decentralized Web Crypto
0.0x Crypto Investing Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Cosmos Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Ethereum Crypto
0.0x Public Goods Funding Crypto