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/pcm-dpc/covid-19

GitHub

vs. Baseline Lens Category
42.0x The Daily Beast Journalism
26.3x Center for American Progress Think Tanks
23.2x Niskanen Center Think Tanks
23.2x Foreign Policy Journalism
21.2x The Intercept Journalism
19.4x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
16.6x New Yorker Journalism
14.2x Washington Post Journalism
14.2x Moderate Conservatism Culture and Political Economy
10.1x Intergovernmental Panel on Climate Change (IPCC) Science
6.9x The Dispatch Journalism
5.6x American Enterprise Institute Think Tanks
5.6x National Bureau of Economic Research Think Tanks
4.6x The New York Post Journalism
3.9x Harper's Open Letter Culture and Political Economy
3.9x Foundation Against Intolerance and Racism Culture and Political Economy
3.6x Cato Institute Think Tanks
2.6x The Atlantic Journalism
2.4x Council on Foreign Relations Think Tanks
1.9x Recode Journalism
1.8x Homebrew Venture Capital
1.6x Biotech Science
1.6x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.5x Columbia SIPA Center for Energy Policy Think Tanks
1.4x Heterodox Academy Culture and Political Economy
1.3x Persuasion Community Culture and Political Economy
1.2x Black Lives Matter Culture and Political Economy
1.0x Epidimiology Twitter Science
1.0x Baseline system
1.0x Ars Technica Journalism
0.9x Hoover Institution Think Tanks
0.9x Bloomberg Opinion Journalism
0.9x Khosla Ventures Venture Capital
0.8x Think Tanks system
0.7x Works in Progress Culture and Political Economy
0.6x Bessemer Venture Capital
0.6x Rationality Culture and Political Economy
0.6x ClimateTwitter Science
0.6x Financial Times Journalism
0.6x Epidemiology Journalism Science
0.5x Reuters Journalism
0.4x Mercatus Center Think Tanks
0.4x Ecomodernists Culture and Political Economy
0.4x Hudson Institute Think Tanks
0.4x Populist Libertarians Culture and Political Economy
0.4x Brookings Think Tanks
0.4x Adam Smith Institute Think Tanks
0.3x Reality-Based Community system
0.3x Benchmark Capital Venture Capital
0.3x EconTwitter Science
0.3x OANN Journalism
0.3x Asia Society Policy Institute Think Tanks
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 Newsmax Journalism
0.3x Philosophy Twitter Science
0.3x 350.org Culture and Political Economy
0.3x Heritage Foundation Think Tanks
0.3x Claremont Institute Culture and Political Economy
0.2x Effective Altruism Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Eurasia Group Think Tanks
0.2x Social Epistemology Culture and Political Economy
0.2x Berggruen Institute Think Tanks
0.2x Initialized Capital Venture Capital
0.2x The Verge Journalism
0.2x My Climate Journey Venture Capital
0.2x Environmental Journalists Culture and Political Economy
0.2x Degrowth Culture and Political Economy
0.1x VICE Journalism
0.1x Earth Institute Think Tanks
0.1x Village Global Venture Capital
0.1x Founders Informal Community
0.1x CNBC Journalism
0.1x Wall Street Journal Journalism
0.1x The Economist Journalism
0.1x Belfer Center Think Tanks
0.1x Anarachists Culture and Political Economy
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.1x Bismark Analysis Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Peterson Institute for International Economics Think Tanks
0.0x Progress Studies Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Palladium Magazine Journalism
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x A16Z Venture Capital
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Techcrunch Journalism
0.0x Crypto VC Crypto
0.0x Index Ventures Venture Capital
0.0x The Long Now Foundation Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Crypto Infrastructure Crypto
0.0x Accel Venture Capital
0.0x Crypto Investing Crypto
0.0x Y Combinator Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Journalists Crypto
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 Public Goods Funding Crypto
0.0x Ethereum Crypto