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
13.7x The Information Journalism
11.9x Techcrunch Journalism
10.6x The Verge Journalism
8.9x Recode Journalism
3.6x VICE Journalism
2.9x Wired Journalism
2.9x The Daily Beast Journalism
2.5x Homebrew Venture Capital
2.5x The Los Angeles Times Journalism
2.4x Reuters Journalism
2.1x Sutter Hill Ventures Venture Capital
2.0x The New York Times Journalism
1.9x Index Ventures Venture Capital
1.8x Ars Technica Journalism
1.5x CNBC Journalism
1.2x EFF Culture and Political Economy
1.0x Crypto Infrastructure Crypto
1.0x Baseline system
1.0x Founders Informal Community
0.9x Founders Fund Venture Capital
0.9x Benchmark Capital Venture Capital
0.9x Bessemer Venture Capital
0.8x Reality-Based Community system
0.8x Sequioa Venture Capital
0.7x Environmental Journalists Culture and Political Economy
0.7x New Yorker Journalism
0.7x Heterodox Academy Culture and Political Economy
0.6x Anarachists Culture and Political Economy
0.6x Initialized Capital Venture Capital
0.5x Urban Institute Think Tanks
0.5x Khosla Ventures Venture Capital
0.5x Moderate Conservatism Culture and Political Economy
0.5x Rust Software Engineering
0.5x Non-Fungible Tokens (NFTs) Crypto
0.5x Schumacher Circle Culture and Political Economy
0.5x IDEO Founder Collective Crypto
0.4x Financial Times Journalism
0.4x Stat News Journalism
0.4x BuzzFeed Journalism
0.4x Eurasia Group Think Tanks
0.4x Extinction Rebellion Culture and Political Economy
0.4x Biotech Science
0.3x The Intercept Journalism
0.3x Columbia SIPA Center for Energy Policy Think Tanks
0.3x My Climate Journey Venture Capital
0.3x Adam Smith Institute Think Tanks
0.3x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.2x A16Z Venture Capital
0.2x Atlantic Council Think Tanks
0.2x Wall Street Journal Journalism
0.2x Bloomberg Opinion Journalism
0.2x Persuasion Community Culture and Political Economy
0.2x Cosmos Crypto
0.1x The Atlantic Journalism
0.1x Epidemiology Journalism Science
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Think Tanks system
0.1x Village Global Venture Capital
0.1x Earth Institute Think Tanks
0.1x Washington Post Journalism
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x The Long Now Foundation Culture and Political Economy
0.1x Polkadot Crypto
0.1x Hudson Institute Think Tanks
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Crypto VC Crypto
0.1x Sierra Clib Culture and Political Economy
0.1x Ecosocialism Culture and Political Economy
0.1x Progress Studies Culture and Political Economy
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Black Lives Matter Culture and Political Economy
0.1x Harper's Open Letter Culture and Political Economy
0.1x Asia Society Policy Institute Think Tanks
0.1x Social Epistemology Culture and Political Economy
0.1x The New York Post Journalism
0.1x Y Combinator Venture Capital
0.1x Center for American Progress Think Tanks
0.1x Brookings Think Tanks
0.1x Newsmax Journalism
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x The Dispatch Journalism
0.0x The Economist Journalism
0.0x Council on Foreign Relations Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Decentralized Finance (DeFi) Crypto
0.0x Zig Software Engineering
0.0x Philosophy Twitter Science
0.0x 350.org Culture and Political Economy
0.0x Heritage Foundation Think Tanks
0.0x Accel Venture Capital
0.0x Epidimiology Twitter Science
0.0x Crypto Angels Crypto
0.0x Palladium Magazine Journalism
0.0x Decentralized Web Crypto
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Crypto Investing Crypto
0.0x Existential Risks Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x RAND Corporation Think Tanks
0.0x Mercatus Center Think Tanks
0.0x Crypto Political Economy Crypto
0.0x OANN Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Belfer Center Think Tanks
0.0x Crypto Journalists Crypto
0.0x Hoover Institution Think Tanks
0.0x Populist Libertarians Culture and Political Economy
0.0x Fair Vote Culture and Political Economy
0.0x Ethereum Crypto
0.0x Cato Institute Think Tanks
0.0x Works in Progress Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Ecomodernists Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x ClimateTwitter Science
0.0x Degrowth Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x Claremont Institute Culture and Political Economy
0.0x EconTwitter Science
0.0x Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy