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
5.4x The Intercept Journalism
4.9x Sierra Clib Culture and Political Economy
4.3x Center for American Progress Think Tanks
3.4x Washington Post Journalism
2.8x VICE Journalism
2.4x The Los Angeles Times Journalism
2.1x Environmental Journalists Culture and Political Economy
2.1x BuzzFeed Journalism
2.0x The Daily Beast Journalism
1.7x Black Lives Matter Culture and Political Economy
1.6x New Yorker Journalism
1.6x Asia Society Policy Institute Think Tanks
1.5x The Dispatch Journalism
1.5x The New York Times Journalism
1.3x Ars Technica Journalism
1.3x Adam Smith Institute Think Tanks
1.2x Niskanen Center Think Tanks
1.2x Foreign Policy Journalism
1.2x Moderate Conservatism Culture and Political Economy
1.0x Baseline system
1.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.0x Homebrew Venture Capital
0.9x American Enterprise Institute Think Tanks
0.9x National Bureau of Economic Research Think Tanks
0.9x The Atlantic Journalism
0.9x Rust Software Engineering
0.9x Non-Fungible Tokens (NFTs) Crypto
0.9x Schumacher Circle Culture and Political Economy
0.8x Recode Journalism
0.8x Reuters Journalism
0.8x Wall Street Journal Journalism
0.7x Extinction Rebellion Culture and Political Economy
0.7x Hudson Institute Think Tanks
0.7x Reality-Based Community system
0.6x Bloomberg Opinion Journalism
0.5x Founders Informal Community
0.4x Council on Foreign Relations Think Tanks
0.4x Anarachists Culture and Political Economy
0.4x The Verge Journalism
0.4x The New York Post Journalism
0.4x Brookings Think Tanks
0.4x Epidemiology Journalism Science
0.3x Harper's Open Letter Culture and Political Economy
0.3x Eurasia Group Think Tanks
0.3x Earth Institute Think Tanks
0.3x The Economist Journalism
0.3x Persuasion Community Culture and Political Economy
0.3x CNBC Journalism
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x EFF Culture and Political Economy
0.2x Think Tanks system
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Polkadot Crypto
0.1x Stat News Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x Works in Progress Culture and Political Economy
0.1x Index Ventures Venture Capital
0.1x Heterodox Academy Culture and Political Economy
0.1x Newsmax Journalism
0.1x Techcrunch Journalism
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Crypto Journalists Crypto
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Wired Journalism
0.1x Biotech Science
0.1x Social Epistemology Culture and Political Economy
0.1x Financial Times Journalism
0.1x Atlantic Council Think Tanks
0.1x Crypto Investing Crypto
0.1x IDEO Founder Collective Crypto
0.1x Benchmark Capital Venture Capital
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x Effective Altruism Culture and Political Economy
0.1x My Climate Journey Venture Capital
0.1x Cosmos Crypto
0.1x Philosophy Twitter Science
0.1x Bessemer Venture Capital
0.1x Epidimiology Twitter Science
0.1x Peterson Institute for International Economics Think Tanks
0.0x Crypto Angels Crypto
0.0x Decentralized Web Crypto
0.0x 350.org Culture and Political Economy
0.0x Heritage Foundation Think Tanks
0.0x Accel Venture Capital
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Berggruen Institute Think Tanks
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Degrowth Culture and Political Economy
0.0x Hoover Institution Think Tanks
0.0x Existential Risks Culture and Political Economy
0.0x OANN Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x RAND Corporation Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Initialized Capital Venture Capital
0.0x Crypto Infrastructure Crypto
0.0x Crypto Political Economy Crypto
0.0x Populist Libertarians Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Belfer Center Think Tanks
0.0x Urban Institute Think Tanks
0.0x The Information Journalism
0.0x The Long Now Foundation Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Sequioa Venture Capital
0.0x Ecomodernists Culture and Political Economy
0.0x A16Z Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x Rationality Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x Mercatus Center Think Tanks
0.0x RadicalxChange Culture and Political Economy
0.0x Ethereum Crypto
0.0x ClimateTwitter Science
0.0x Claremont Institute Culture and Political Economy
0.0x Crypto VC Crypto
0.0x EconTwitter Science
0.0x Public Goods Funding Crypto
0.0x Founders Fund Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Y Combinator Venture Capital