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/dabreegster/abstreet

GitHub

vs. Baseline Lens Category
12.2x Eurasia Group Think Tanks
6.1x Wired Journalism
4.6x New Yorker Journalism
1.3x Social Epistemology Culture and Political Economy
1.3x The Atlantic Journalism
1.0x Baseline system
0.7x Rationality Culture and Political Economy
0.4x Harper's Open Letter Culture and Political Economy
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.3x Wall Street Journal Journalism
0.2x Reality-Based Community system
0.2x My Climate Journey Venture Capital
0.2x Think Tanks system
0.2x Degrowth Culture and Political Economy
0.2x The New York Times Journalism
0.1x Y Combinator Venture Capital
0.1x Ecomodernists Culture and Political Economy
0.1x Mercatus Center Think Tanks
0.1x Hoover Institution Think Tanks
0.0x Bloomberg Opinion Journalism
0.0x Crypto Infrastructure Crypto
0.0x Environmental Defense Fund Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Extinction Rebellion Culture and Political Economy
0.0x Schumacher Circle Culture and Political Economy
0.0x Fair Vote Culture and Political Economy
0.0x Philosophy Twitter Science
0.0x Crypto VC Crypto
0.0x 350.org Culture and Political Economy
0.0x Heritage Foundation Think Tanks
0.0x Claremont Institute Culture and Political Economy
0.0x Ecosocialism Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x The Daily Beast Journalism
0.0x Crypto Investing Crypto
0.0x Ethereum Crypto
0.0x CNBC Journalism
0.0x Belfer Center Think Tanks
0.0x RAND Corporation Think Tanks
0.0x Progress Studies Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Founders Fund Venture Capital
0.0x Decentralized Web Crypto
0.0x Techcrunch Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x The Long Now Foundation Culture and Political Economy
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 Sequioa Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Epidimiology Twitter Science
0.0x Standard Crypto Venture Capital
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Polkadot Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto