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
6.8x EFF Culture and Political Economy
6.0x Black Lives Matter Culture and Political Economy
3.5x Ars Technica Journalism
3.4x New Yorker Journalism
2.7x VICE Journalism
2.5x Council on Foreign Relations Think Tanks
2.4x Brookings Think Tanks
1.9x Center for American Progress Think Tanks
1.9x The Atlantic Journalism
1.6x Homebrew Venture Capital
1.5x Biotech Science
1.2x Epidemiology Journalism Science
1.1x Rust Software Engineering
1.1x Non-Fungible Tokens (NFTs) Crypto
1.1x Schumacher Circle Culture and Political Economy
1.0x Baseline system
1.0x Earth Institute Think Tanks
0.9x The New York Post Journalism
0.9x Extinction Rebellion Culture and Political Economy
0.8x Washington Post Journalism
0.8x Sutter Hill Ventures Venture Capital
0.7x Peterson Institute for International Economics Think Tanks
0.6x The Daily Beast Journalism
0.6x Reality-Based Community system
0.6x Recode Journalism
0.5x Reuters Journalism
0.4x Works in Progress Culture and Political Economy
0.4x Founders Informal Community
0.4x The New York Times Journalism
0.4x Harper's Open Letter Culture and Political Economy
0.3x Think Tanks system
0.3x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.3x Adam Smith Institute Think Tanks
0.3x Persuasion Community Culture and Political Economy
0.2x The Dispatch Journalism
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Techcrunch Journalism
0.2x American Enterprise Institute Think Tanks
0.2x National Bureau of Economic Research Think Tanks
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Polkadot Crypto
0.2x Anarachists Culture and Political Economy
0.2x Sierra Clib Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.1x Index Ventures Venture Capital
0.1x Newsmax Journalism
0.1x Hudson Institute Think Tanks
0.1x Moderate Conservatism Culture and Political Economy
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Bloomberg Opinion Journalism
0.1x Financial Times Journalism
0.1x The Economist Journalism
0.1x CNBC Journalism
0.1x Heterodox Academy Culture and Political Economy
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x Philosophy Twitter Science
0.1x Cosmos Crypto
0.1x The Los Angeles Times Journalism
0.1x Bessemer Venture Capital
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Crypto Angels Crypto
0.1x Epidimiology Twitter Science
0.1x Decentralized Web Crypto
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Wired Journalism
0.0x Existential Risks Culture and Political Economy
0.0x Environmental Journalists Culture and Political Economy
0.0x Eurasia Group Think Tanks
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x RAND Corporation Think Tanks
0.0x OANN Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Stat News Journalism
0.0x Crypto Infrastructure Crypto
0.0x IDEO Founder Collective Crypto
0.0x Berggruen Institute Think Tanks
0.0x Crypto Journalists Crypto
0.0x BuzzFeed Journalism
0.0x Standard Crypto Venture Capital
0.0x The Verge Journalism
0.0x Belfer Center Think Tanks
0.0x Wall Street Journal Journalism
0.0x Atlantic Council Think Tanks
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Urban Institute Think Tanks
0.0x The Information Journalism
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x The Long Now Foundation Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Fair Vote Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x My Climate Journey Venture Capital
0.0x The Intercept Journalism
0.0x Benchmark Capital Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Degrowth Culture and Political Economy
0.0x Ethereum Crypto
0.0x Village Global Venture Capital
0.0x Claremont Institute Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Progress Studies Culture and Political Economy
0.0x Hoover Institution Think Tanks
0.0x Public Goods Funding Crypto
0.0x Founders Fund Venture Capital
0.0x Khosla Ventures Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Rationality Culture and Political Economy
0.0x Mercatus Center Think Tanks
0.0x Ecomodernists Culture and Political Economy