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
16.1x The Dispatch Journalism
12.6x American Enterprise Institute Think Tanks
12.6x National Bureau of Economic Research Think Tanks
11.0x New Yorker Journalism
10.9x Center for American Progress Think Tanks
10.6x Moderate Conservatism Culture and Political Economy
6.5x Niskanen Center Think Tanks
6.5x Foreign Policy Journalism
5.5x Ars Technica Journalism
3.8x Heterodox Academy Culture and Political Economy
3.5x Hudson Institute Think Tanks
3.5x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
3.1x Rust Software Engineering
3.1x Non-Fungible Tokens (NFTs) Crypto
3.1x Schumacher Circle Culture and Political Economy
2.8x Persuasion Community Culture and Political Economy
2.5x Extinction Rebellion Culture and Political Economy
2.3x The Atlantic Journalism
1.9x Foundation Against Intolerance and Racism Culture and Political Economy
1.8x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.8x Council on Foreign Relations Think Tanks
1.6x Eurasia Group Think Tanks
1.4x Peterson Institute for International Economics Think Tanks
1.4x Reuters Journalism
1.4x Biotech Science
1.4x Brookings Think Tanks
1.3x Bloomberg Opinion Journalism
1.1x Harper's Open Letter Culture and Political Economy
1.1x The New York Post Journalism
1.0x Baseline system
1.0x Think Tanks system
0.7x The Intercept Journalism
0.7x Environmental Defense Fund Culture and Political Economy
0.6x Anarachists Culture and Political Economy
0.6x Hoover Institution Think Tanks
0.6x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.6x Black Lives Matter Culture and Political Economy
0.5x Asia Society Policy Institute Think Tanks
0.5x Polkadot Crypto
0.5x Sierra Clib Culture and Political Economy
0.5x Ecosocialism Culture and Political Economy
0.5x Adam Smith Institute Think Tanks
0.4x Index Ventures Venture Capital
0.4x VICE Journalism
0.4x Newsmax Journalism
0.4x Decentralized Autonomous Organizations (DAOs) Crypto
0.3x Washington Post Journalism
0.3x Financial Times Journalism
0.3x Mercatus Center Think Tanks
0.3x The Economist Journalism
0.2x Decentralized Finance (DeFi) Crypto
0.2x Zig Software Engineering
0.2x Village Global Venture Capital
0.2x Techcrunch Journalism
0.2x CNBC Journalism
0.2x EFF Culture and Political Economy
0.2x Wall Street Journal Journalism
0.2x Cosmos Crypto
0.2x Social Epistemology Culture and Political Economy
0.2x Bessemer Venture Capital
0.2x Philosophy Twitter Science
0.2x The Los Angeles Times Journalism
0.2x Rationality Culture and Political Economy
0.2x Crypto Angels Crypto
0.2x Decentralized Web Crypto
0.2x 350.org Culture and Political Economy
0.2x Heritage Foundation Think Tanks
0.2x Accel Venture Capital
0.2x Epidimiology Twitter Science
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Wired Journalism
0.1x Environmental Journalists Culture and Political Economy
0.1x Progress Studies Culture and Political Economy
0.1x Existential Risks Culture and Political Economy
0.1x Crypto Investing Crypto
0.1x OANN Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x RAND Corporation Think Tanks
0.1x Khosla Ventures Venture Capital
0.1x Effective Altruism Culture and Political Economy
0.1x Crypto Infrastructure Crypto
0.1x Crypto Political Economy Crypto
0.1x IDEO Founder Collective Crypto
0.1x Berggruen Institute Think Tanks
0.1x Crypto Journalists Crypto
0.1x Stat News Journalism
0.1x BuzzFeed Journalism
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x Belfer Center Think Tanks
0.1x Atlantic Council Think Tanks
0.1x Homebrew Venture Capital
0.1x Urban Institute Think Tanks
0.1x The Information Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Y Combinator Venture Capital
0.1x Sequioa Venture Capital
0.1x Recode Journalism
0.1x Fair Vote Culture and Political Economy
0.1x The Daily Beast Journalism
0.0x Works in Progress Culture and Political Economy
0.0x Ecomodernists Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Cato Institute Think Tanks
0.0x Benchmark Capital Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Epidemiology Journalism Science
0.0x Degrowth Culture and Political Economy
0.0x Ethereum Crypto
0.0x Palladium Magazine Journalism
0.0x Earth Institute Think Tanks
0.0x Claremont Institute Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x Founders Fund Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Initialized Capital Venture Capital