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?

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Book

vs. Baseline Lens Category
11.7x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
9.4x Heterodox Academy Culture and Political Economy
7.2x Persuasion Community Culture and Political Economy
3.9x Foundation Against Intolerance and Racism Culture and Political Economy
3.2x The Long Now Foundation Culture and Political Economy
2.3x Harper's Open Letter Culture and Political Economy
1.7x Effective Altruism Culture and Political Economy
1.5x Social Epistemology Culture and Political Economy
1.2x Rust Software Engineering
1.2x Non-Fungible Tokens (NFTs) Crypto
1.2x Schumacher Circle Culture and Political Economy
1.0x VICE Journalism
1.0x Village Global Venture Capital
1.0x Baseline system
1.0x Extinction Rebellion Culture and Political Economy
0.8x Populist Libertarians Culture and Political Economy
0.7x Works in Progress Culture and Political Economy
0.6x Reality-Based Community system
0.6x New Yorker Journalism
0.6x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.5x American Enterprise Institute Think Tanks
0.5x National Bureau of Economic Research Think Tanks
0.4x Palladium Magazine Journalism
0.4x The Atlantic Journalism
0.4x Think Tanks system
0.4x The Intercept Journalism
0.3x Rationality Culture and Political Economy
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Bismark Analysis Culture and Political Economy
0.2x Adam Smith Institute Think Tanks
0.2x The New York Times Journalism
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Wall Street Journal Journalism
0.2x Anarachists Culture and Political Economy
0.2x Black Lives Matter Culture and Political Economy
0.2x Polkadot Crypto
0.2x Asia Society Policy Institute Think Tanks
0.2x Sierra Clib Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x The New York Post Journalism
0.2x Index Ventures Venture Capital
0.2x Newsmax Journalism
0.2x Reuters Journalism
0.2x Mercatus Center Think Tanks
0.1x Moderate Conservatism Culture and Political Economy
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Council on Foreign Relations Think Tanks
0.1x Berggruen Institute Think Tanks
0.1x Crypto Investing Crypto
0.1x Hoover Institution Think Tanks
0.1x Progress Studies Culture and Political Economy
0.1x Financial Times Journalism
0.1x Bloomberg Opinion Journalism
0.1x The Economist Journalism
0.1x A16Z Venture Capital
0.1x CNBC Journalism
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x EFF Culture and Political Economy
0.1x Techcrunch Journalism
0.1x Cosmos Crypto
0.1x Philosophy Twitter Science
0.1x Bessemer Venture Capital
0.1x The Los Angeles Times Journalism
0.1x Khosla Ventures Venture Capital
0.1x 350.org Culture and Political Economy
0.1x Crypto Angels Crypto
0.1x Decentralized Web Crypto
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Epidimiology Twitter Science
0.1x Earth Institute Think Tanks
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Wired Journalism
0.0x Environmental Journalists Culture and Political Economy
0.0x Existential Risks Culture and Political Economy
0.0x Ecomodernists Culture and Political Economy
0.0x OANN Journalism
0.0x RAND Corporation Think Tanks
0.0x Climate Solutions Culture and Political Economy
0.0x Hudson Institute Think Tanks
0.0x Crypto Political Economy Crypto
0.0x Crypto Infrastructure Crypto
0.0x Biotech Science
0.0x Eurasia Group Think Tanks
0.0x Stat News Journalism
0.0x IDEO Founder Collective Crypto
0.0x Crypto Journalists Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Brookings Think Tanks
0.0x BuzzFeed Journalism
0.0x Standard Crypto Venture Capital
0.0x The Verge Journalism
0.0x Belfer Center Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Urban Institute Think Tanks
0.0x Homebrew Venture Capital
0.0x The Information Journalism
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Washington Post Journalism
0.0x Sequioa Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Recode Journalism
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Cato Institute Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Benchmark Capital Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Epidemiology Journalism Science
0.0x Degrowth Culture and Political Economy
0.0x Ethereum Crypto
0.0x ClimateTwitter Science
0.0x Claremont Institute Culture and Political Economy
0.0x Crypto VC Crypto
0.0x The Dispatch Journalism
0.0x EconTwitter Science
0.0x Public Goods Funding Crypto
0.0x Founders Fund Venture Capital
0.0x Initialized Capital Venture Capital
0.0x Y Combinator Venture Capital