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
17.1x Works in Progress Culture and Political Economy
11.5x Mercatus Center Think Tanks
10.3x Progress Studies Culture and Political Economy
7.4x Public Goods Funding Crypto
6.9x Ethereum Crypto
6.8x Rationality Culture and Political Economy
5.3x Village Global Venture Capital
5.0x Berggruen Institute Think Tanks
4.6x Bloomberg Opinion Journalism
3.9x Adam Smith Institute Think Tanks
3.4x Effective Altruism Culture and Political Economy
2.8x Social Epistemology Culture and Political Economy
2.7x Think Tanks system
2.6x Palladium Magazine Journalism
2.5x Rust Software Engineering
2.4x Non-Fungible Tokens (NFTs) Crypto
2.4x Schumacher Circle Culture and Political Economy
2.4x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.3x The Long Now Foundation Culture and Political Economy
2.2x Crypto Investing Crypto
2.0x Extinction Rebellion Culture and Political Economy
1.5x Niskanen Center Think Tanks
1.5x Foreign Policy Journalism
1.4x Persuasion Community Culture and Political Economy
1.4x Ars Technica Journalism
1.2x The Intercept Journalism
1.0x Baseline system
0.9x Crypto Infrastructure Crypto
0.9x American Enterprise Institute Think Tanks
0.9x National Bureau of Economic Research Think Tanks
0.9x Heterodox Academy Culture and Political Economy
0.8x Foundation Against Intolerance and Racism Culture and Political Economy
0.7x Harper's Open Letter Culture and Political Economy
0.6x Council on Foreign Relations Think Tanks
0.5x Environmental Defense Fund Culture and Political Economy
0.5x Bismark Analysis Culture and Political Economy
0.5x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.5x A16Z Venture Capital
0.5x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.5x Hoover Institution Think Tanks
0.4x Polkadot Crypto
0.4x Sierra Clib Culture and Political Economy
0.4x Ecosocialism Culture and Political Economy
0.3x VICE Journalism
0.3x Anarachists Culture and Political Economy
0.3x Black Lives Matter Culture and Political Economy
0.3x The Atlantic Journalism
0.2x Asia Society Policy Institute Think Tanks
0.2x Financial Times Journalism
0.2x The Economist Journalism
0.2x Index Ventures Venture Capital
0.2x Newsmax Journalism
0.2x CNBC Journalism
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x Philosophy Twitter Science
0.1x The Los Angeles Times Journalism
0.1x Earth Institute Think Tanks
0.1x 350.org Culture and Political Economy
0.1x Ecomodernists Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Epidimiology Twitter Science
0.1x Decentralized Finance (DeFi) Crypto
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Zig Software Engineering
0.1x Wired Journalism
0.1x EFF Culture and Political Economy
0.1x Crypto VC Crypto
0.1x Cosmos Crypto
0.1x Existential Risks Culture and Political Economy
0.1x Bessemer Venture Capital
0.1x Eurasia Group Think Tanks
0.1x RAND Corporation Think Tanks
0.1x Crypto Angels Crypto
0.1x Decentralized Web Crypto
0.1x Crypto Political Economy Crypto
0.1x Stat News Journalism
0.1x BuzzFeed Journalism
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x Belfer Center Think Tanks
0.1x Wall Street Journal Journalism
0.1x Environmental Journalists Culture and Political Economy
0.1x Atlantic Council Think Tanks
0.1x Urban Institute Think Tanks
0.1x The Information Journalism
0.1x OANN Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Hudson Institute Think Tanks
0.0x Biotech Science
0.0x Sequioa Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Crypto Journalists Crypto
0.0x Cato Institute Think Tanks
0.0x EconTwitter Science
0.0x Homebrew Venture Capital
0.0x Populist Libertarians Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Recode Journalism
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Washington Post Journalism
0.0x Peterson Institute for International Economics Think Tanks
0.0x Claremont Institute Culture and Political Economy
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 Founders Fund Venture Capital
0.0x Moderate Conservatism Culture and Political Economy
0.0x The Dispatch Journalism
0.0x Y Combinator Venture Capital
0.0x Khosla Ventures Venture Capital
0.0x Initialized Capital Venture Capital