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
5.8x The Intercept Journalism
4.8x Sierra Clib Culture and Political Economy
4.2x Center for American Progress Think Tanks
3.3x Washington Post Journalism
2.9x VICE Journalism
2.6x Environmental Journalists Culture and Political Economy
2.3x The Los Angeles Times Journalism
2.0x BuzzFeed Journalism
1.9x The Daily Beast Journalism
1.7x Black Lives Matter Culture and Political Economy
1.6x New Yorker Journalism
1.5x Asia Society Policy Institute Think Tanks
1.5x The Dispatch Journalism
1.5x The New York Times Journalism
1.3x Ars Technica Journalism
1.2x Adam Smith Institute Think Tanks
1.2x Niskanen Center Think Tanks
1.2x Foreign Policy Journalism
1.1x 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 The Atlantic Journalism
0.9x American Enterprise Institute Think Tanks
0.9x National Bureau of Economic Research Think Tanks
0.9x Recode Journalism
0.9x Rust Software Engineering
0.9x Non-Fungible Tokens (NFTs) Crypto
0.9x Schumacher Circle Culture and Political Economy
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 EFF Culture and Political Economy
0.4x Brookings Think Tanks
0.4x Epidemiology Journalism Science
0.4x Harper's Open Letter Culture and Political Economy
0.3x Earth Institute Think Tanks
0.3x Eurasia Group Think Tanks
0.3x The Economist Journalism
0.3x Persuasion Community Culture and Political Economy
0.2x CNBC Journalism
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Think Tanks system
0.1x Polkadot Crypto
0.1x Stat News Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x Heterodox Academy Culture and Political Economy
0.1x Index Ventures Venture Capital
0.1x Works in Progress 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 Columbia SIPA Center for Energy Policy Think Tanks
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 Berggruen Institute Think Tanks
0.1x Effective Altruism Culture and Political Economy
0.1x My Climate Journey Venture Capital
0.1x Cosmos Crypto
0.1x Peterson Institute for International Economics Think Tanks
0.1x Philosophy Twitter Science
0.1x Bessemer Venture Capital
0.1x Epidimiology Twitter Science
0.0x Degrowth Culture and Political Economy
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 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 Crypto Infrastructure Crypto
0.0x Initialized Capital Venture Capital
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 Ecomodernists Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x A16Z Venture Capital
0.0x Sutter Hill Ventures Venture Capital
0.0x Rationality Culture and Political Economy
0.0x Mercatus Center Think Tanks
0.0x Progress Studies Culture and Political Economy
0.0x EconTwitter Science
0.0x RadicalxChange Culture and Political Economy
0.0x ClimateTwitter Science
0.0x Ethereum Crypto
0.0x Claremont Institute Culture and Political Economy
0.0x Crypto VC Crypto
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