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