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/theeconomist/us-potus-model

GitHub

vs. Baseline Lens Category
43.2x The Economist Journalism
13.9x Center for American Progress Think Tanks
13.8x Intergovernmental Panel on Climate Change (IPCC) Science
6.8x The Dispatch Journalism
6.1x Moderate Conservatism Culture and Political Economy
5.7x Niskanen Center Think Tanks
5.7x Foreign Policy Journalism
5.1x Degrowth Culture and Political Economy
3.2x Homebrew Venture Capital
3.0x American Enterprise Institute Think Tanks
3.0x National Bureau of Economic Research Think Tanks
3.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
2.0x Think Tanks system
1.4x New Yorker Journalism
1.2x Heterodox Academy Culture and Political Economy
1.2x The Intercept Journalism
1.0x Baseline system
0.8x Persuasion Community Culture and Political Economy
0.7x The New York Times Journalism
0.7x Reality-Based Community system
0.7x Council on Foreign Relations Think Tanks
0.6x Brookings Think Tanks
0.6x Urban Institute Think Tanks
0.5x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.4x Recode Journalism
0.4x ClimateTwitter Science
0.4x Harper's Open Letter Culture and Political Economy
0.4x Bloomberg Opinion Journalism
0.4x Ars Technica Journalism
0.3x Reuters Journalism
0.3x The Atlantic Journalism
0.2x Atlantic Council Think Tanks
0.2x The New York Post Journalism
0.2x The Los Angeles Times Journalism
0.2x Mercatus Center Think Tanks
0.2x Works in Progress Culture and Political Economy
0.2x Hudson Institute Think Tanks
0.2x Social Epistemology Culture and Political Economy
0.2x Hoover Institution Think Tanks
0.2x Eurasia Group Think Tanks
0.2x OANN Journalism
0.2x Asia Society Policy Institute Think Tanks
0.1x Newsmax Journalism
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x Extinction Rebellion Culture and Political Economy
0.1x Adam Smith Institute Think Tanks
0.1x Schumacher Circle Culture and Political Economy
0.1x Fair Vote Culture and Political Economy
0.1x Philosophy Twitter Science
0.1x 350.org Culture and Political Economy
0.1x Washington Post Journalism
0.1x Heritage Foundation Think Tanks
0.1x Claremont Institute Culture and Political Economy
0.1x Ecosocialism Culture and Political Economy
0.1x CNBC Journalism
0.1x Cato Institute Think Tanks
0.1x EconTwitter Science
0.1x The Daily Beast Journalism
0.1x Environmental Journalists Culture and Political Economy
0.1x Rationality Culture and Political Economy
0.1x Epidemiology Journalism Science
0.1x Populist Libertarians Culture and Political Economy
0.1x VICE Journalism
0.1x My Climate Journey Venture Capital
0.1x Earth Institute Think Tanks
0.1x Black Lives Matter Culture and Political Economy
0.1x Ecomodernists Culture and Political Economy
0.0x Wall Street Journal Journalism
0.0x Belfer Center Think Tanks
0.0x RAND Corporation Think Tanks
0.0x Bessemer Venture Capital
0.0x Biotech Science
0.0x Founders Informal Community
0.0x Progress Studies Culture and Political Economy
0.0x Peterson Institute for International Economics Think Tanks
0.0x BuzzFeed Journalism
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Khosla Ventures Venture Capital
0.0x Anarachists Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Y Combinator Venture Capital
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Financial Times Journalism
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Palladium Magazine Journalism
0.0x Techcrunch Journalism
0.0x Crypto Infrastructure Crypto
0.0x Index Ventures Venture Capital
0.0x The Verge Journalism
0.0x Benchmark Capital Venture Capital
0.0x Sutter Hill Ventures Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Initialized Capital Venture Capital
0.0x Stat News Journalism
0.0x Ethereum Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Epidimiology Twitter Science
0.0x EFF Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Accel Venture Capital
0.0x Decentralized Web Crypto
0.0x IDEO Founder Collective Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Crypto VC Crypto
0.0x Polkadot Crypto
0.0x Cosmos Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto