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
26.7x Peterson Institute for International Economics Think Tanks
10.0x Reality-Based Community system
7.5x RadicalxChange Culture and Political Economy
6.4x EconTwitter Science
4.7x Brookings Think Tanks
4.4x Rust Software Engineering
4.4x Non-Fungible Tokens (NFTs) Crypto
4.4x Schumacher Circle Culture and Political Economy
3.5x Extinction Rebellion Culture and Political Economy
2.9x Works in Progress Culture and Political Economy
2.7x Mercatus Center Think Tanks
2.5x Public Goods Funding Crypto
2.4x Ethereum Crypto
1.9x Think Tanks system
1.0x Village Global Venture Capital
1.0x Effective Altruism Culture and Political Economy
1.0x Baseline system
1.0x Environmental Defense Fund Culture and Political Economy
0.8x Biotech Science
0.8x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.8x Anarachists Culture and Political Economy
0.8x Polkadot Crypto
0.8x Black Lives Matter Culture and Political Economy
0.7x Sierra Clib Culture and Political Economy
0.7x Asia Society Policy Institute Think Tanks
0.7x Reuters Journalism
0.7x Ecosocialism Culture and Political Economy
0.7x American Enterprise Institute Think Tanks
0.7x National Bureau of Economic Research Think Tanks
0.6x Adam Smith Institute Think Tanks
0.6x VICE Journalism
0.6x Index Ventures Venture Capital
0.5x Newsmax Journalism
0.5x The Long Now Foundation Culture and Political Economy
0.5x Founders Informal Community
0.5x The New York Times Journalism
0.5x Decentralized Autonomous Organizations (DAOs) Crypto
0.4x Progress Studies Culture and Political Economy
0.4x Persuasion Community Culture and Political Economy
0.4x Financial Times Journalism
0.4x Bloomberg Opinion Journalism
0.4x The Economist Journalism
0.3x CNBC Journalism
0.3x Decentralized Finance (DeFi) Crypto
0.3x Zig Software Engineering
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.3x EFF Culture and Political Economy
0.3x Techcrunch Journalism
0.3x Philosophy Twitter Science
0.3x Cosmos Crypto
0.3x The Los Angeles Times Journalism
0.3x Bessemer Venture Capital
0.2x Center for American Progress Think Tanks
0.2x Rationality Culture and Political Economy
0.2x 350.org Culture and Political Economy
0.2x Crypto Angels Crypto
0.2x Heritage Foundation Think Tanks
0.2x Accel Venture Capital
0.2x Decentralized Web Crypto
0.2x Epidimiology Twitter Science
0.2x Ecomodernists Culture and Political Economy
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Wired Journalism
0.2x Harper's Open Letter Culture and Political Economy
0.2x Environmental Journalists Culture and Political Economy
0.2x Eurasia Group Think Tanks
0.2x Existential Risks Culture and Political Economy
0.2x Crypto Investing Crypto
0.1x RAND Corporation Think Tanks
0.1x OANN Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x Hudson Institute Think Tanks
0.1x Crypto Political Economy Crypto
0.1x Crypto Infrastructure Crypto
0.1x Stat News Journalism
0.1x IDEO Founder Collective Crypto
0.1x Berggruen Institute Think Tanks
0.1x The Dispatch Journalism
0.1x Crypto Journalists Crypto
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 Atlantic Council Think Tanks
0.1x Urban Institute Think Tanks
0.1x The Information Journalism
0.1x Homebrew Venture Capital
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Populist Libertarians Culture and Political Economy
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Sequioa Venture Capital
0.1x Fair Vote Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Recode Journalism
0.1x Hoover Institution Think Tanks
0.1x Sutter Hill Ventures Venture Capital
0.1x Cato Institute Think Tanks
0.1x My Climate Journey Venture Capital
0.1x The Intercept Journalism
0.0x Benchmark Capital Venture Capital
0.0x Epidemiology Journalism Science
0.0x Degrowth Culture and Political Economy
0.0x Washington Post Journalism
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Claremont Institute Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Moderate Conservatism Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x Founders Fund Venture Capital
0.0x Khosla Ventures Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Y Combinator Venture Capital