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?

one billion americans thinking bigger

Book

vs. Baseline Lens Category
27.2x Niskanen Center Think Tanks
27.2x Foreign Policy Journalism
9.7x Environmental Journalists Culture and Political Economy
8.4x Harper's Open Letter Culture and Political Economy
5.8x Rationality Culture and Political Economy
5.5x Sierra Clib Culture and Political Economy
4.7x Ars Technica Journalism
3.8x Center for American Progress Think Tanks
3.6x Crypto Political Economy Crypto
3.4x Works in Progress Culture and Political Economy
3.0x Mercatus Center Think Tanks
2.7x Public Goods Funding Crypto
2.6x Ethereum Crypto
2.2x The Intercept Journalism
1.9x Think Tanks system
1.6x Intergovernmental Panel on Climate Change (IPCC) Science
1.5x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.5x Recode Journalism
1.2x Social Epistemology Culture and Political Economy
1.1x BuzzFeed Journalism
1.0x Crypto Infrastructure Crypto
1.0x Rust Software Engineering
1.0x Non-Fungible Tokens (NFTs) Crypto
1.0x Schumacher Circle Culture and Political Economy
1.0x Baseline system
1.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.0x Effective Altruism Culture and Political Economy
1.0x Decentralized Finance (DeFi) Crypto
0.9x RadicalxChange Culture and Political Economy
0.9x Adam Smith Institute Think Tanks
0.9x Columbia SIPA Center for Energy Policy Think Tanks
0.8x Reality-Based Community system
0.8x Initialized Capital Venture Capital
0.8x Extinction Rebellion Culture and Political Economy
0.8x My Climate Journey Venture Capital
0.7x Anarachists Culture and Political Economy
0.7x Berggruen Institute Think Tanks
0.7x Khosla Ventures Venture Capital
0.7x The Dispatch Journalism
0.7x American Enterprise Institute Think Tanks
0.7x National Bureau of Economic Research Think Tanks
0.7x Peterson Institute for International Economics Think Tanks
0.6x Biotech Science
0.6x Hudson Institute Think Tanks
0.6x Wall Street Journal Journalism
0.6x Crypto Journalists Crypto
0.6x The Daily Beast Journalism
0.6x Cato Institute Think Tanks
0.6x Heterodox Academy Culture and Political Economy
0.5x New Yorker Journalism
0.5x Bismark Analysis Culture and Political Economy
0.5x Council on Foreign Relations Think Tanks
0.5x Bloomberg Opinion Journalism
0.5x Homebrew Venture Capital
0.5x The Atlantic Journalism
0.5x Cosmos Crypto
0.4x Palladium Magazine Journalism
0.4x Crypto Investing Crypto
0.4x Moderate Conservatism Culture and Political Economy
0.4x Reuters Journalism
0.3x Eurasia Group Think Tanks
0.3x Persuasion Community Culture and Political Economy
0.3x The Economist Journalism
0.3x Brookings Think Tanks
0.3x IDEO Founder Collective Crypto
0.3x The New York Times Journalism
0.3x Epidemiology Journalism Science
0.3x The Verge Journalism
0.3x Techcrunch Journalism
0.3x A16Z Venture Capital
0.3x Crypto VC Crypto
0.2x Foundation Against Intolerance and Racism Culture and Political Economy
0.2x Progress Studies Culture and Political Economy
0.2x Environmental Defense Fund Culture and Political Economy
0.2x VICE Journalism
0.2x EconTwitter Science
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Financial Times Journalism
0.2x Polkadot Crypto
0.2x Decentralized Web Crypto
0.2x The Long Now Foundation Culture and Political Economy
0.2x Black Lives Matter Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.1x Earth Institute Think Tanks
0.1x Newsmax Journalism
0.1x Index Ventures Venture Capital
0.1x Crypto Angels Crypto
0.1x Village Global Venture Capital
0.1x CNBC Journalism
0.1x Hoover Institution Think Tanks
0.1x The Los Angeles Times Journalism
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Washington Post Journalism
0.1x Founders Informal Community
0.1x The New York Post Journalism
0.1x Ecomodernists Culture and Political Economy
0.1x Zig Software Engineering
0.1x Philosophy Twitter Science
0.1x EFF Culture and Political Economy
0.1x ClimateTwitter Science
0.1x Bessemer Venture Capital
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.0x Epidimiology Twitter Science
0.0x Wired Journalism
0.0x Existential Risks Culture and Political Economy
0.0x Climate Solutions Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x RAND Corporation Think Tanks
0.0x Atlantic Council Think Tanks
0.0x OANN Journalism
0.0x Stat News Journalism
0.0x Standard Crypto Venture Capital
0.0x Belfer Center Think Tanks
0.0x Urban Institute Think Tanks
0.0x The Information Journalism
0.0x Degrowth Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Claremont Institute Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Founders Fund Venture Capital