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
6.0x Persuasion Community Culture and Political Economy
4.3x Benchmark Capital Venture Capital
2.6x Foundation Against Intolerance and Racism Culture and Political Economy
2.1x Epidimiology Twitter Science
1.4x Harper's Open Letter Culture and Political Economy
1.2x Crypto Investing Crypto
1.0x Decentralized Finance (DeFi) Crypto
1.0x Baseline system
0.9x Founders Informal Community
0.9x Reality-Based Community system
0.6x Rust Software Engineering
0.6x Non-Fungible Tokens (NFTs) Crypto
0.6x Schumacher Circle Culture and Political Economy
0.5x Extinction Rebellion Culture and Political Economy
0.4x Biotech Science
0.4x Wall Street Journal Journalism
0.4x Eurasia Group Think Tanks
0.3x Social Epistemology Culture and Political Economy
0.3x New Yorker Journalism
0.3x Crypto Infrastructure Crypto
0.3x The New York Times Journalism
0.2x EconTwitter Science
0.2x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Y Combinator Venture Capital
0.1x A16Z Venture Capital
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Polkadot Crypto
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x Ecosocialism Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Asia Society Policy Institute Think Tanks
0.1x Index Ventures Venture Capital
0.1x Newsmax Journalism
0.1x Financial Times Journalism
0.0x The Economist Journalism
0.0x Washington Post Journalism
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x CNBC Journalism
0.0x Philosophy Twitter Science
0.0x The Los Angeles Times Journalism
0.0x Crypto VC Crypto
0.0x Zig Software Engineering
0.0x 350.org Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Heritage Foundation Think Tanks
0.0x Accel Venture Capital
0.0x EFF Culture and Political Economy
0.0x Cosmos Crypto
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Bessemer Venture Capital
0.0x Wired Journalism
0.0x Crypto Angels Crypto
0.0x Existential Risks Culture and Political Economy
0.0x RAND Corporation Think Tanks
0.0x Crypto Political Economy Crypto
0.0x Environmental Journalists Culture and Political Economy
0.0x Stat News Journalism
0.0x BuzzFeed Journalism
0.0x Standard Crypto Venture Capital
0.0x The Verge Journalism
0.0x Belfer Center Think Tanks
0.0x OANN Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Atlantic Council Think Tanks
0.0x Mercatus Center Think Tanks
0.0x Urban Institute Think Tanks
0.0x The Information Journalism
0.0x Berggruen Institute Think Tanks
0.0x Crypto Journalists Crypto
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 Populist Libertarians Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Works in Progress Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x The Intercept Journalism
0.0x Ethereum Crypto
0.0x Claremont Institute Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x Epidemiology Journalism Science
0.0x Village Global Venture Capital
0.0x Palladium Magazine Journalism
0.0x Earth Institute Think Tanks
0.0x Founders Fund Venture Capital
0.0x Public Goods Funding Crypto
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 Heterodox Academy Culture and Political Economy