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
37.5x Crypto Angels Crypto
27.6x Wall Street Journal Journalism
27.1x Crypto Investing Crypto
24.2x Benchmark Capital Venture Capital
20.9x Cosmos Crypto
8.4x RadicalxChange Culture and Political Economy
8.1x CNBC Journalism
7.8x IDEO Founder Collective Crypto
7.6x Crypto Journalists Crypto
7.1x My Climate Journey Venture Capital
5.7x Village Global Venture Capital
4.6x Khosla Ventures Venture Capital
4.5x Rust Software Engineering
4.5x Non-Fungible Tokens (NFTs) Crypto
4.5x Schumacher Circle Culture and Political Economy
4.4x Bismark Analysis Culture and Political Economy
4.3x A16Z Venture Capital
4.1x Biotech Science
4.0x Recode Journalism
3.8x Crypto VC Crypto
3.6x Extinction Rebellion Culture and Political Economy
3.6x Social Epistemology Culture and Political Economy
3.5x Bloomberg Opinion Journalism
2.8x Initialized Capital Venture Capital
2.8x Decentralized Finance (DeFi) Crypto
2.7x Crypto Infrastructure Crypto
2.6x Ars Technica Journalism
2.5x Reuters Journalism
2.3x Epidemiology Journalism Science
2.3x Heterodox Academy Culture and Political Economy
2.2x Techcrunch Journalism
1.6x Niskanen Center Think Tanks
1.6x Foreign Policy Journalism
1.5x Progress Studies Culture and Political Economy
1.4x The Atlantic Journalism
1.2x Financial Times Journalism
1.2x The Long Now Foundation Culture and Political Economy
1.1x Peterson Institute for International Economics Think Tanks
1.1x New Yorker Journalism
1.1x Decentralized Web Crypto
1.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.0x Environmental Defense Fund Culture and Political Economy
1.0x Baseline system
0.8x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.8x Brookings Think Tanks
0.8x Polkadot Crypto
0.8x Founders Informal Community
0.7x Sierra Clib Culture and Political Economy
0.7x Ecosocialism Culture and Political Economy
0.6x Mercatus Center Think Tanks
0.6x VICE Journalism
0.6x Anarachists Culture and Political Economy
0.6x Black Lives Matter Culture and Political Economy
0.6x Asia Society Policy Institute Think Tanks
0.5x Adam Smith Institute Think Tanks
0.5x Council on Foreign Relations Think Tanks
0.4x Index Ventures Venture Capital
0.4x Persuasion Community Culture and Political Economy
0.4x Palladium Magazine Journalism
0.4x Newsmax Journalism
0.4x Harper's Open Letter Culture and Political Economy
0.4x The Economist Journalism
0.4x Decentralized Autonomous Organizations (DAOs) Crypto
0.4x American Enterprise Institute Think Tanks
0.4x National Bureau of Economic Research Think Tanks
0.3x Rationality Culture and Political Economy
0.3x Philosophy Twitter Science
0.3x The Los Angeles Times Journalism
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x Zig Software Engineering
0.2x 350.org Culture and Political Economy
0.2x EFF Culture and Political Economy
0.2x Heritage Foundation Think Tanks
0.2x Accel Venture Capital
0.2x Epidimiology Twitter Science
0.2x Cato Institute Think Tanks
0.2x Bessemer Venture Capital
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Wired Journalism
0.2x Existential Risks Culture and Political Economy
0.1x RAND Corporation Think Tanks
0.1x Crypto Political Economy Crypto
0.1x Environmental Journalists Culture and Political Economy
0.1x Stat News Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x OANN Journalism
0.1x BuzzFeed Journalism
0.1x Hudson Institute Think Tanks
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x Belfer Center Think Tanks
0.1x Atlantic Council Think Tanks
0.1x Urban Institute Think Tanks
0.1x Eurasia Group Think Tanks
0.1x The Information Journalism
0.1x Berggruen Institute Think Tanks
0.1x EconTwitter Science
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Sequioa Venture Capital
0.1x Fair Vote Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x Homebrew Venture Capital
0.1x Ecomodernists Culture and Political Economy
0.1x Populist Libertarians Culture and Political Economy
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Works in Progress Culture and Political Economy
0.0x Think Tanks system
0.0x Sutter Hill Ventures Venture Capital
0.0x The Intercept Journalism
0.0x Washington Post Journalism
0.0x Claremont Institute Culture and Political Economy
0.0x Degrowth Culture and Political Economy
0.0x Ethereum Crypto
0.0x Moderate Conservatism Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x The New York Post Journalism
0.0x Founders Fund Venture Capital
0.0x The Dispatch Journalism
0.0x Public Goods Funding Crypto
0.0x Effective Altruism Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Hoover Institution Think Tanks