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
90.6x EFF Culture and Political Economy
49.2x Berggruen Institute Think Tanks
22.6x Philosophy Twitter Science
18.4x Brookings Think Tanks
14.5x Biotech Science
13.7x Heterodox Academy Culture and Political Economy
12.9x Ars Technica Journalism
9.4x Peterson Institute for International Economics Think Tanks
7.3x RadicalxChange Culture and Political Economy
6.9x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
6.4x Council on Foreign Relations Think Tanks
6.2x Rust Software Engineering
6.2x Non-Fungible Tokens (NFTs) Crypto
6.2x Schumacher Circle Culture and Political Economy
5.0x Persuasion Community Culture and Political Economy
4.9x Extinction Rebellion Culture and Political Economy
3.9x Columbia SIPA Center for Energy Policy Think Tanks
3.4x Anarachists Culture and Political Economy
2.6x American Enterprise Institute Think Tanks
2.6x National Bureau of Economic Research Think Tanks
2.6x New Yorker Journalism
2.5x Harper's Open Letter Culture and Political Economy
2.4x Hudson Institute Think Tanks
2.2x Belfer Center Think Tanks
2.2x The Dispatch Journalism
2.1x Hoover Institution Think Tanks
2.0x Reuters Journalism
2.0x Bloomberg Opinion Journalism
1.7x The Atlantic Journalism
1.6x Think Tanks system
1.6x Works in Progress Culture and Political Economy
1.4x Environmental Defense Fund Culture and Political Economy
1.2x Asia Society Policy Institute Think Tanks
1.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
1.1x Black Lives Matter Culture and Political Economy
1.1x Social Epistemology Culture and Political Economy
1.1x Polkadot Crypto
1.0x Reality-Based Community system
1.0x Sierra Clib Culture and Political Economy
1.0x Baseline system
1.0x Moderate Conservatism Culture and Political Economy
1.0x Ecosocialism Culture and Political Economy
1.0x Adam Smith Institute Think Tanks
0.9x Center for American Progress Think Tanks
0.9x Index Ventures Venture Capital
0.8x Newsmax Journalism
0.8x VICE Journalism
0.7x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.7x Decentralized Autonomous Organizations (DAOs) Crypto
0.7x Foundation Against Intolerance and Racism Culture and Political Economy
0.6x Khosla Ventures Venture Capital
0.6x The New York Times Journalism
0.6x The New York Post Journalism
0.6x Financial Times Journalism
0.5x Cato Institute Think Tanks
0.5x The Economist Journalism
0.5x Decentralized Finance (DeFi) Crypto
0.5x Zig Software Engineering
0.5x Techcrunch Journalism
0.5x CNBC Journalism
0.4x Niskanen Center Think Tanks
0.4x Foreign Policy Journalism
0.4x Cosmos Crypto
0.4x Eurasia Group Think Tanks
0.4x Bessemer Venture Capital
0.4x The Los Angeles Times Journalism
0.3x The Long Now Foundation Culture and Political Economy
0.3x Crypto Angels Crypto
0.3x Decentralized Web Crypto
0.3x Wall Street Journal Journalism
0.3x 350.org Culture and Political Economy
0.3x Heritage Foundation Think Tanks
0.3x Accel Venture Capital
0.3x Epidimiology Twitter Science
0.3x Ecomodernists Culture and Political Economy
0.3x Intergovernmental Panel on Climate Change (IPCC) Science
0.3x Wired Journalism
0.3x Environmental Journalists Culture and Political Economy
0.2x Crypto Investing Crypto
0.2x Existential Risks Culture and Political Economy
0.2x OANN Journalism
0.2x Climate Solutions Culture and Political Economy
0.2x RAND Corporation Think Tanks
0.2x Crypto Infrastructure Crypto
0.2x Crypto Political Economy Crypto
0.2x IDEO Founder Collective Crypto
0.2x Crypto Journalists Crypto
0.2x Stat News Journalism
0.2x BuzzFeed Journalism
0.2x Standard Crypto Venture Capital
0.2x The Verge Journalism
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 Sequioa Venture Capital
0.1x Recode Journalism
0.1x Fair Vote Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x Sutter Hill Ventures Venture Capital
0.1x Mercatus Center Think Tanks
0.1x My Climate Journey Venture Capital
0.1x The Intercept Journalism
0.1x Benchmark Capital Venture Capital
0.1x Crypto VC Crypto
0.1x EconTwitter Science
0.1x Epidemiology Journalism Science
0.1x Degrowth Culture and Political Economy
0.1x Ethereum Crypto
0.1x ClimateTwitter Science
0.1x Village Global Venture Capital
0.1x Palladium Magazine Journalism
0.0x Washington Post Journalism
0.0x Earth Institute Think Tanks
0.0x Claremont Institute Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x Effective Altruism Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Y Combinator Venture Capital
0.0x Rationality Culture and Political Economy