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
56.3x Black Lives Matter Culture and Political Economy
53.7x Ecosocialism Culture and Political Economy
52.1x Environmental Journalists Culture and Political Economy
16.9x Crypto Journalists Crypto
14.8x Decentralized Finance (DeFi) Crypto
11.9x Peterson Institute for International Economics Think Tanks
9.5x Niskanen Center Think Tanks
9.5x Foreign Policy Journalism
8.4x Crypto Investing Crypto
8.1x Degrowth Culture and Political Economy
5.6x Financial Times Journalism
4.6x Public Goods Funding Crypto
4.4x Cato Institute Think Tanks
4.3x Ethereum Crypto
4.3x Rust Software Engineering
4.3x Non-Fungible Tokens (NFTs) Crypto
4.3x Schumacher Circle Culture and Political Economy
4.0x The Intercept Journalism
3.4x Extinction Rebellion Culture and Political Economy
3.1x EconTwitter Science
2.6x RadicalxChange Culture and Political Economy
2.4x Reuters Journalism
2.4x Anarachists Culture and Political Economy
2.4x Cosmos Crypto
2.3x Ars Technica Journalism
2.1x Harper's Open Letter Culture and Political Economy
2.1x Columbia SIPA Center for Energy Policy Think Tanks
2.0x Bloomberg Opinion Journalism
1.7x Homebrew Venture Capital
1.6x Reality-Based Community system
1.5x Crypto VC Crypto
1.4x Crypto Angels Crypto
1.3x Think Tanks system
1.2x Wall Street Journal Journalism
1.2x Atlantic Council Think Tanks
1.2x American Enterprise Institute Think Tanks
1.2x National Bureau of Economic Research Think Tanks
1.1x Brookings Think Tanks
1.0x Baseline system
0.9x Environmental Defense Fund Culture and Political Economy
0.9x Social Epistemology Culture and Political Economy
0.9x Crypto Infrastructure Crypto
0.8x New Yorker Journalism
0.8x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.7x Polkadot Crypto
0.7x A16Z Venture Capital
0.7x Center for American Progress Think Tanks
0.7x Sierra Clib Culture and Political Economy
0.7x Asia Society Policy Institute Think Tanks
0.7x Techcrunch Journalism
0.6x Adam Smith Institute Think Tanks
0.6x Berggruen Institute Think Tanks
0.6x VICE Journalism
0.5x Index Ventures Venture Capital
0.5x Newsmax Journalism
0.5x Recode Journalism
0.4x Decentralized Autonomous Organizations (DAOs) Crypto
0.4x Founders Informal Community
0.4x Council on Foreign Relations Think Tanks
0.4x The Atlantic Journalism
0.3x The Economist Journalism
0.3x CNBC Journalism
0.3x Zig Software Engineering
0.3x Mercatus Center Think Tanks
0.3x EFF Culture and Political Economy
0.3x Philosophy Twitter Science
0.3x The Los Angeles Times Journalism
0.2x Bessemer Venture Capital
0.2x 350.org Culture and Political Economy
0.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x Heritage Foundation Think Tanks
0.2x Accel Venture Capital
0.2x Decentralized Web Crypto
0.2x Epidimiology Twitter Science
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Wired Journalism
0.2x Eurasia Group Think Tanks
0.2x Existential Risks Culture and Political Economy
0.1x OANN Journalism
0.1x RAND Corporation Think Tanks
0.1x Climate Solutions Culture and Political Economy
0.1x Hudson Institute Think Tanks
0.1x Crypto Political Economy Crypto
0.1x Biotech Science
0.1x Palladium Magazine Journalism
0.1x Stat News Journalism
0.1x IDEO Founder Collective Crypto
0.1x BuzzFeed Journalism
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x The New York Post Journalism
0.1x Belfer Center Think Tanks
0.1x Urban Institute Think Tanks
0.1x Rationality Culture and Political Economy
0.1x The Information Journalism
0.1x Initialized Capital Venture Capital
0.1x Khosla Ventures Venture Capital
0.1x Populist Libertarians Culture and Political Economy
0.1x Sequioa Venture Capital
0.1x Fair Vote Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Works in Progress Culture and Political Economy
0.1x Sutter Hill Ventures Venture Capital
0.1x My Climate Journey Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Epidemiology Journalism Science
0.0x ClimateTwitter Science
0.0x Washington Post Journalism
0.0x Village Global Venture Capital
0.0x Claremont Institute Culture and Political Economy
0.0x Moderate Conservatism Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x The Dispatch Journalism
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Ecomodernists Culture and Political Economy
0.0x Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Hoover Institution Think Tanks
0.0x Heterodox Academy Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x The Long Now Foundation Culture and Political Economy
0.0x Progress Studies Culture and Political Economy