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/cmrivers/ncov

GitHub

vs. Baseline Lens Category
55.5x Stat News Journalism
38.8x Epidemiology Journalism Science
32.5x Council on Foreign Relations Think Tanks
31.0x Belfer Center Think Tanks
20.8x CNBC Journalism
11.9x Epidimiology Twitter Science
11.1x American Enterprise Institute Think Tanks
11.1x National Bureau of Economic Research Think Tanks
4.6x Biotech Science
2.0x The New York Post Journalism
1.8x Reality-Based Community system
1.6x Washington Post Journalism
1.5x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.4x Think Tanks system
1.3x The New York Times Journalism
1.1x Harper's Open Letter Culture and Political Economy
1.1x Wall Street Journal Journalism
1.0x Works in Progress Culture and Political Economy
1.0x Baseline system
1.0x New Yorker Journalism
1.0x Center for American Progress Think Tanks
1.0x Earth Institute Think Tanks
0.8x The Dispatch Journalism
0.7x The Atlantic Journalism
0.5x BuzzFeed Journalism
0.5x Adam Smith Institute Think Tanks
0.5x Wired Journalism
0.5x Reuters Journalism
0.4x Persuasion Community Culture and Political Economy
0.4x Asia Society Policy Institute Think Tanks
0.4x Climate Solutions Culture and Political Economy
0.3x Effective Altruism Culture and Political Economy
0.3x Ecomodernists Culture and Political Economy
0.3x Brookings Think Tanks
0.3x OANN Journalism
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Sierra Clib Culture and Political Economy
0.3x Extinction Rebellion Culture and Political Economy
0.3x Schumacher Circle Culture and Political Economy
0.3x Fair Vote Culture and Political Economy
0.3x Philosophy Twitter Science
0.3x Newsmax Journalism
0.3x 350.org Culture and Political Economy
0.3x Hudson Institute Think Tanks
0.2x Bloomberg Opinion Journalism
0.2x Heritage Foundation Think Tanks
0.2x Claremont Institute Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x The Daily Beast Journalism
0.2x Environmental Journalists Culture and Political Economy
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x VICE Journalism
0.1x Hoover Institution Think Tanks
0.1x Eurasia Group Think Tanks
0.1x Populist Libertarians Culture and Political Economy
0.1x The Intercept Journalism
0.1x Degrowth Culture and Political Economy
0.1x The Los Angeles Times Journalism
0.1x Black Lives Matter Culture and Political Economy
0.1x Initialized Capital Venture Capital
0.1x Moderate Conservatism Culture and Political Economy
0.1x Peterson Institute for International Economics Think Tanks
0.1x RAND Corporation Think Tanks
0.1x Bessemer Venture Capital
0.1x ClimateTwitter Science
0.1x Recode Journalism
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Founders Informal Community
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Mercatus Center Think Tanks
0.0x Anarachists Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x A16Z Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Homebrew Venture Capital
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Crypto Journalists Crypto
0.0x EFF Culture and Political Economy
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x Progress Studies Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x Khosla Ventures Venture Capital
0.0x EconTwitter Science
0.0x Techcrunch Journalism
0.0x My Climate Journey Venture Capital
0.0x Crypto VC Crypto
0.0x Urban Institute Think Tanks
0.0x Ars Technica Journalism
0.0x Atlantic Council Think Tanks
0.0x The Long Now Foundation Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Palladium Magazine Journalism
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Crypto Investing Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Angels Crypto
0.0x Polkadot Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Rust Software Engineering
0.0x Cosmos Crypto
0.0x Crypto Political Economy Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Infrastructure Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto