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/zonination/perceptions

GitHub

vs. Baseline Lens Category
79.4x Heterodox Academy Culture and Political Economy
71.1x Harper's Open Letter Culture and Political Economy
64.7x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
54.7x Foundation Against Intolerance and Racism Culture and Political Economy
31.9x Persuasion Community Culture and Political Economy
31.4x Hoover Institution Think Tanks
24.9x Moderate Conservatism Culture and Political Economy
12.9x American Enterprise Institute Think Tanks
12.9x National Bureau of Economic Research Think Tanks
9.2x The Intercept Journalism
7.8x RAND Corporation Think Tanks
7.7x Wall Street Journal Journalism
6.3x Populist Libertarians Culture and Political Economy
6.0x The Dispatch Journalism
5.2x Council on Foreign Relations Think Tanks
4.5x Bloomberg Opinion Journalism
4.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
3.7x The New York Post Journalism
3.0x The New York Times Journalism
2.8x Initialized Capital Venture Capital
2.7x Niskanen Center Think Tanks
2.7x Foreign Policy Journalism
2.6x Berggruen Institute Think Tanks
2.5x Earth Institute Think Tanks
2.3x Mercatus Center Think Tanks
2.1x Rationality Culture and Political Economy
2.0x Works in Progress Culture and Political Economy
2.0x EconTwitter Science
1.9x The Atlantic Journalism
1.8x Urban Institute Think Tanks
1.5x Think Tanks system
1.5x Biotech Science
1.3x New Yorker Journalism
1.1x Social Epistemology Culture and Political Economy
1.1x Ecomodernists Culture and Political Economy
1.0x Effective Altruism Culture and Political Economy
1.0x Baseline system
1.0x Bismark Analysis Culture and Political Economy
0.9x Khosla Ventures Venture Capital
0.8x Climate Solutions Culture and Political Economy
0.7x Village Global Venture Capital
0.6x Reality-Based Community system
0.5x Environmental Defense Fund Culture and Political Economy
0.5x Sierra Clib Culture and Political Economy
0.5x Extinction Rebellion Culture and Political Economy
0.5x Schumacher Circle Culture and Political Economy
0.5x Fair Vote Culture and Political Economy
0.5x Philosophy Twitter Science
0.5x OANN Journalism
0.4x 350.org Culture and Political Economy
0.4x Benchmark Capital Venture Capital
0.4x Asia Society Policy Institute Think Tanks
0.4x A16Z Venture Capital
0.4x Heritage Foundation Think Tanks
0.4x Brookings Think Tanks
0.4x Claremont Institute Culture and Political Economy
0.4x Epidimiology Twitter Science
0.4x Epidemiology Journalism Science
0.4x Reuters Journalism
0.4x Newsmax Journalism
0.4x My Climate Journey Venture Capital
0.4x Ecosocialism Culture and Political Economy
0.4x Hudson Institute Think Tanks
0.4x Cato Institute Think Tanks
0.3x The Daily Beast Journalism
0.3x Degrowth Culture and Political Economy
0.3x Wired Journalism
0.3x Washington Post Journalism
0.3x Progress Studies Culture and Political Economy
0.2x Eurasia Group Think Tanks
0.2x VICE Journalism
0.2x Palladium Magazine Journalism
0.2x Environmental Journalists Culture and Political Economy
0.2x Recode Journalism
0.2x ClimateTwitter Science
0.2x CNBC Journalism
0.2x Peterson Institute for International Economics Think Tanks
0.2x Black Lives Matter Culture and Political Economy
0.2x Founders Informal Community
0.1x Adam Smith Institute Think Tanks
0.1x Belfer Center Think Tanks
0.1x The Los Angeles Times Journalism
0.1x BuzzFeed Journalism
0.1x The Long Now Foundation Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x The Economist Journalism
0.1x Crypto VC Crypto
0.1x Bessemer Venture Capital
0.1x Crypto Journalists Crypto
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Founders Fund Venture Capital
0.1x Anarachists Culture and Political Economy
0.0x Ars Technica Journalism
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x IDEO Founder Collective Crypto
0.0x Homebrew Venture Capital
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x The Verge Journalism
0.0x Index Ventures Venture Capital
0.0x Techcrunch Journalism
0.0x Sequioa Venture Capital
0.0x Crypto Investing Crypto
0.0x Stat News Journalism
0.0x Atlantic Council Think Tanks
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Crypto Infrastructure Crypto
0.0x Ethereum Crypto
0.0x Y Combinator Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Decentralized Web Crypto
0.0x Zig Software Engineering
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Cosmos Crypto