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/ganong-noel/ui_calculator

GitHub

vs. Baseline Lens Category
6.1x RAND Corporation Think Tanks
3.3x Niskanen Center Think Tanks
3.3x Foreign Policy Journalism
2.9x American Enterprise Institute Think Tanks
2.9x National Bureau of Economic Research Think Tanks
2.5x Wall Street Journal Journalism
2.4x Washington Post Journalism
2.0x Center for American Progress Think Tanks
1.9x Peterson Institute for International Economics Think Tanks
1.8x Brookings Think Tanks
1.7x Think Tanks system
1.3x The Dispatch Journalism
1.1x Eurasia Group Think Tanks
1.0x Baseline system
0.9x Bloomberg Opinion Journalism
0.7x Moderate Conservatism Culture and Political Economy
0.6x The New York Times Journalism
0.6x Reuters Journalism
0.6x EconTwitter Science
0.5x The Intercept Journalism
0.5x Hoover Institution Think Tanks
0.5x Reality-Based Community system
0.3x Ars Technica Journalism
0.3x Mercatus Center Think Tanks
0.2x Harper's Open Letter Culture and Political Economy
0.2x New Yorker Journalism
0.2x Asia Society Policy Institute Think Tanks
0.1x Heritage Foundation Think Tanks
0.1x Works in Progress Culture and Political Economy
0.1x Urban Institute Think Tanks
0.1x Financial Times Journalism
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Hudson Institute Think Tanks
0.1x The New York Post Journalism
0.1x Social Epistemology Culture and Political Economy
0.1x VICE Journalism
0.1x OANN Journalism
0.1x The Economist Journalism
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 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 Claremont Institute Culture and Political Economy
0.1x Recode Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x Rationality Culture and Political Economy
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Cato Institute Think Tanks
0.1x The Atlantic Journalism
0.1x Adam Smith Institute Think Tanks
0.1x The Daily Beast Journalism
0.1x Environmental Journalists Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Black Lives Matter Culture and Political Economy
0.0x CNBC Journalism
0.0x Council on Foreign Relations Think Tanks
0.0x Ecomodernists Culture and Political Economy
0.0x Biotech Science
0.0x RadicalxChange Culture and Political Economy
0.0x Bessemer Venture Capital
0.0x Progress Studies Culture and Political Economy
0.0x Belfer Center Think Tanks
0.0x The Los Angeles Times Journalism
0.0x BuzzFeed Journalism
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Persuasion Community Culture and Political Economy
0.0x Anarachists Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Khosla Ventures Venture Capital
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Founders Fund Venture Capital
0.0x Palladium Magazine Journalism
0.0x ClimateTwitter Science
0.0x Earth Institute Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Homebrew Venture Capital
0.0x The Long Now Foundation Culture and Political Economy
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x The Verge Journalism
0.0x Benchmark Capital Venture Capital
0.0x Epidemiology Journalism Science
0.0x Climate Solutions Culture and Political Economy
0.0x Techcrunch Journalism
0.0x Initialized Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Atlantic Council Think Tanks
0.0x Village Global Venture Capital
0.0x EFF Culture and Political Economy
0.0x Epidimiology Twitter Science
0.0x Effective Altruism Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Accel Venture Capital
0.0x Y Combinator Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Crypto VC 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 Sutter Hill Ventures Venture Capital
0.0x Polkadot Crypto
0.0x Decentralized Web Crypto
0.0x Crypto Infrastructure Crypto
0.0x Cosmos Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto