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?

biorxiv.org

Website

vs. Baseline Lens Category
39.7x Epidimiology Twitter Science
25.7x Biotech Science
13.2x Stat News Journalism
7.9x Epidemiology Journalism Science
6.9x Council on Foreign Relations Think Tanks
6.1x Rationality Culture and Political Economy
5.9x Existential Risks Culture and Political Economy
5.9x The New York Times Journalism
5.7x Works in Progress Culture and Political Economy
4.1x Social Epistemology Culture and Political Economy
4.0x Reality-Based Community system
3.9x Effective Altruism Culture and Political Economy
3.9x Mercatus Center Think Tanks
3.6x Earth Institute Think Tanks
3.5x Financial Times Journalism
3.0x Ecomodernists Culture and Political Economy
2.9x Persuasion Community Culture and Political Economy
2.7x Progress Studies Culture and Political Economy
2.7x Schumacher Circle Culture and Political Economy
2.7x Belfer Center Think Tanks
2.6x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.6x Wired Journalism
2.5x Berggruen Institute Think Tanks
2.4x The Atlantic Journalism
2.3x Heterodox Academy Culture and Political Economy
2.2x Village Global Venture Capital
2.2x Palladium Magazine Journalism
2.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.9x Bismark Analysis Culture and Political Economy
1.8x Foundation Against Intolerance and Racism Culture and Political Economy
1.6x Wall Street Journal Journalism
1.5x American Enterprise Institute Think Tanks
1.5x National Bureau of Economic Research Think Tanks
1.5x Adam Smith Institute Think Tanks
1.4x A16Z Venture Capital
1.4x The Long Now Foundation Culture and Political Economy
1.4x Bloomberg Opinion Journalism
1.3x EconTwitter Science
1.3x Harper's Open Letter Culture and Political Economy
1.3x Benchmark Capital Venture Capital
1.2x Bessemer Venture Capital
1.1x Climate Solutions Culture and Political Economy
1.1x CNBC Journalism
1.1x Think Tanks system
1.1x ClimateTwitter Science
1.0x Zig Software Engineering
1.0x Intergovernmental Panel on Climate Change (IPCC) Science
1.0x Khosla Ventures Venture Capital
1.0x Hudson Institute Think Tanks
1.0x Baseline system
1.0x Initialized Capital Venture Capital
0.9x VICE Journalism
0.9x Urban Institute Think Tanks
0.8x Crypto VC Crypto
0.8x Hoover Institution Think Tanks
0.8x RAND Corporation Think Tanks
0.8x My Climate Journey Venture Capital
0.7x Peterson Institute for International Economics Think Tanks
0.6x RadicalxChange Culture and Political Economy
0.6x Sequioa Venture Capital
0.6x Cato Institute Think Tanks
0.5x EFF Culture and Political Economy
0.5x Fair Vote Culture and Political Economy
0.5x Anarachists Culture and Political Economy
0.5x Philosophy Twitter Science
0.5x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.5x Y Combinator Venture Capital
0.5x Degrowth Culture and Political Economy
0.5x BuzzFeed Journalism
0.5x Public Goods Funding Crypto
0.4x Brookings Think Tanks
0.4x Index Ventures Venture Capital
0.4x Homebrew Venture Capital
0.4x Atlantic Council Think Tanks
0.4x Recode Journalism
0.3x Extinction Rebellion Culture and Political Economy
0.3x Non-Fungible Tokens (NFTs) Crypto
0.3x The Economist Journalism
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Ars Technica Journalism
0.3x Columbia SIPA Center for Energy Policy Think Tanks
0.3x Ethereum Crypto
0.3x Niskanen Center Think Tanks
0.3x Foreign Policy Journalism
0.2x The Verge Journalism
0.2x Center for American Progress Think Tanks
0.2x Founders Informal Community
0.2x Crypto Infrastructure Crypto
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x Washington Post Journalism
0.2x The Dispatch Journalism
0.2x Crypto Political Economy Crypto
0.2x Cosmos Crypto
0.2x Decentralized Web Crypto
0.1x The New York Post Journalism
0.1x Heritage Foundation Think Tanks
0.1x New Yorker Journalism
0.1x The Intercept Journalism
0.1x Crypto Journalists Crypto
0.1x Polkadot Crypto
0.1x Moderate Conservatism Culture and Political Economy
0.1x Sutter Hill Ventures Venture Capital
0.1x Accel Venture Capital
0.1x The Los Angeles Times Journalism
0.1x Eurasia Group Think Tanks
0.1x Rust Software Engineering
0.1x Asia Society Policy Institute Think Tanks
0.1x Newsmax Journalism
0.1x IDEO Founder Collective Crypto
0.1x Crypto Investing Crypto
0.1x Populist Libertarians Culture and Political Economy
0.1x 350.org Culture and Political Economy
0.1x Claremont Institute Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Standard Crypto Venture Capital
0.1x Environmental Journalists Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x The Information Journalism
0.1x Ecosocialism Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Crypto Angels Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Founders Fund Venture Capital
0.0x OANN Journalism
0.0x Techcrunch Journalism
0.0x Reuters Journalism