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
65.4x Black Lives Matter Culture and Political Economy
16.3x Homebrew Venture Capital
11.0x RadicalxChange Culture and Political Economy
10.4x EFF Culture and Political Economy
10.2x Epidemiology Journalism Science
9.3x Urban Institute Think Tanks
7.4x Wired Journalism
6.9x New Yorker Journalism
6.6x Crypto Journalists Crypto
6.5x Epidimiology Twitter Science
5.0x The Atlantic Journalism
4.1x The Daily Beast Journalism
4.0x Rust Software Engineering
4.0x Non-Fungible Tokens (NFTs) Crypto
4.0x Schumacher Circle Culture and Political Economy
3.4x Reuters Journalism
3.2x Extinction Rebellion Culture and Political Economy
3.0x Ars Technica Journalism
2.2x VICE Journalism
2.0x Center for American Progress Think Tanks
2.0x Environmental Journalists Culture and Political Economy
1.7x Biotech Science
1.7x The New York Times Journalism
1.5x Columbia SIPA Center for Energy Policy Think Tanks
1.4x Crypto Infrastructure Crypto
1.4x Recode Journalism
1.4x Peterson Institute for International Economics Think Tanks
1.2x Reality-Based Community system
1.1x Y Combinator Venture Capital
1.1x Anarachists Culture and Political Economy
1.1x The Intercept Journalism
1.0x Baseline system
0.9x Council on Foreign Relations Think Tanks
0.9x Environmental Defense Fund Culture and Political Economy
0.9x Niskanen Center Think Tanks
0.9x Foreign Policy Journalism
0.8x Techcrunch Journalism
0.8x Berggruen Institute Think Tanks
0.8x Adam Smith Institute Think Tanks
0.8x Initialized Capital Venture Capital
0.7x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.7x Polkadot Crypto
0.7x Sierra Clib Culture and Political Economy
0.7x Asia Society Policy Institute Think Tanks
0.6x Ecosocialism Culture and Political Economy
0.6x ClimateTwitter Science
0.6x Harper's Open Letter Culture and Political Economy
0.5x Brookings Think Tanks
0.5x Index Ventures Venture Capital
0.5x Heterodox Academy Culture and Political Economy
0.5x Newsmax Journalism
0.4x Persuasion Community Culture and Political Economy
0.4x Eurasia Group Think Tanks
0.4x Founders Informal Community
0.4x Decentralized Autonomous Organizations (DAOs) Crypto
0.4x Earth Institute Think Tanks
0.4x Decentralized Finance (DeFi) Crypto
0.4x Financial Times Journalism
0.4x EconTwitter Science
0.3x Social Epistemology Culture and Political Economy
0.3x Think Tanks system
0.3x Works in Progress Culture and Political Economy
0.3x The Economist Journalism
0.3x CNBC Journalism
0.3x Zig Software Engineering
0.3x Philosophy Twitter Science
0.3x Cosmos Crypto
0.2x The Los Angeles Times Journalism
0.2x Bessemer Venture Capital
0.2x IDEO Founder Collective Crypto
0.2x A16Z Venture Capital
0.2x Washington Post Journalism
0.2x 350.org Culture and Political Economy
0.2x Crypto Angels Crypto
0.2x Decentralized Web Crypto
0.2x Heritage Foundation Think Tanks
0.2x Accel Venture Capital
0.2x The Dispatch Journalism
0.2x Bloomberg Opinion Journalism
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Crypto Investing Crypto
0.1x Existential Risks Culture and Political Economy
0.1x Wall Street Journal Journalism
0.1x OANN Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x RAND Corporation Think Tanks
0.1x Hudson Institute Think Tanks
0.1x The New York Post Journalism
0.1x Crypto Political Economy Crypto
0.1x BuzzFeed Journalism
0.1x Stat News Journalism
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Hoover Institution Think Tanks
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x Belfer Center Think Tanks
0.1x Khosla Ventures Venture Capital
0.1x Atlantic Council Think Tanks
0.1x Palladium Magazine Journalism
0.1x The Information Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Moderate Conservatism Culture and Political Economy
0.1x Sequioa Venture Capital
0.1x Fair Vote Culture and Political Economy
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Sutter Hill Ventures Venture Capital
0.1x Cato Institute Think Tanks
0.1x My Climate Journey Venture Capital
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Ecomodernists Culture and Political Economy
0.0x Degrowth Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Ethereum Crypto
0.0x Rationality Culture and Political Economy
0.0x Village Global Venture Capital
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 Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x Mercatus Center Think Tanks