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
28.8x Hoover Institution Think Tanks
26.0x Heterodox Academy Culture and Political Economy
20.7x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
18.6x Harper's Open Letter Culture and Political Economy
14.0x Bloomberg Opinion Journalism
11.0x Persuasion Community Culture and Political Economy
7.1x Epidimiology Twitter Science
3.9x Crypto Journalists Crypto
3.9x Foundation Against Intolerance and Racism Culture and Political Economy
3.5x Climate Solutions Culture and Political Economy
3.4x Council on Foreign Relations Think Tanks
2.5x Works in Progress Culture and Political Economy
2.5x RAND Corporation Think Tanks
2.4x Wall Street Journal Journalism
2.3x Moderate Conservatism Culture and Political Economy
2.1x Biotech Science
1.9x Think Tanks system
1.8x Cosmos Crypto
1.7x American Enterprise Institute Think Tanks
1.7x National Bureau of Economic Research Think Tanks
1.4x Rust Software Engineering
1.4x Non-Fungible Tokens (NFTs) Crypto
1.4x Schumacher Circle Culture and Political Economy
1.4x The Atlantic Journalism
1.3x Social Epistemology Culture and Political Economy
1.1x Extinction Rebellion Culture and Political Economy
1.1x Epidemiology Journalism Science
1.1x Bismark Analysis Culture and Political Economy
1.0x The Long Now Foundation Culture and Political Economy
1.0x Baseline system
1.0x A16Z Venture Capital
1.0x Initialized Capital Venture Capital
1.0x Anarachists Culture and Political Economy
1.0x Reality-Based Community system
0.9x The New York Times Journalism
0.8x Palladium Magazine Journalism
0.8x Wired Journalism
0.8x Effective Altruism Culture and Political Economy
0.8x Crypto Investing Crypto
0.8x EconTwitter Science
0.8x The Intercept Journalism
0.6x The Dispatch Journalism
0.6x Khosla Ventures Venture Capital
0.6x IDEO Founder Collective Crypto
0.6x Peterson Institute for International Economics Think Tanks
0.5x Earth Institute Think Tanks
0.5x The Economist Journalism
0.5x New Yorker Journalism
0.5x Founders Informal Community
0.5x Decentralized Finance (DeFi) Crypto
0.5x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.5x Progress Studies Culture and Political Economy
0.5x Crypto VC Crypto
0.3x My Climate Journey Venture Capital
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Berggruen Institute Think Tanks
0.3x Mercatus Center Think Tanks
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Rationality Culture and Political Economy
0.2x Polkadot Crypto
0.2x Sierra Clib Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Crypto Infrastructure Crypto
0.2x Brookings Think Tanks
0.2x Niskanen Center Think Tanks
0.2x Foreign Policy Journalism
0.2x VICE Journalism
0.2x Benchmark Capital Venture Capital
0.2x Black Lives Matter Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.2x Adam Smith Institute Think Tanks
0.1x Ecomodernists Culture and Political Economy
0.1x Financial Times Journalism
0.1x Reuters Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Ars Technica Journalism
0.1x Index Ventures Venture Capital
0.1x Newsmax Journalism
0.1x The New York Post Journalism
0.1x CNBC Journalism
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Decentralized Web Crypto
0.1x Recode Journalism
0.1x Philosophy Twitter Science
0.1x The Los Angeles Times Journalism
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Zig Software Engineering
0.1x EFF Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Techcrunch Journalism
0.1x Bessemer Venture Capital
0.1x Existential Risks Culture and Political Economy
0.1x Crypto Angels Crypto
0.0x Crypto Political Economy Crypto
0.0x Hudson Institute Think Tanks
0.0x Stat News Journalism
0.0x Environmental Journalists Culture and Political Economy
0.0x BuzzFeed Journalism
0.0x Standard Crypto Venture Capital
0.0x The Verge Journalism
0.0x Belfer Center Think Tanks
0.0x Eurasia Group Think Tanks
0.0x Atlantic Council Think Tanks
0.0x OANN Journalism
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 The Daily Beast Journalism
0.0x Homebrew Venture Capital
0.0x Cato Institute Think Tanks
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Sutter Hill Ventures Venture Capital
0.0x Washington Post Journalism
0.0x ClimateTwitter Science
0.0x Claremont Institute Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x Ethereum Crypto
0.0x Village Global Venture Capital
0.0x Founders Fund Venture Capital
0.0x Public Goods Funding Crypto
0.0x Y Combinator Venture Capital