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
850.3x The Long Now Foundation Culture and Political Economy
338.0x Progress Studies Culture and Political Economy
261.4x Accel Venture Capital
112.2x Sequioa Venture Capital
58.8x Y Combinator Venture Capital
55.8x Social Epistemology Culture and Political Economy
55.1x Zig Software Engineering
47.0x Works in Progress Culture and Political Economy
31.8x Index Ventures Venture Capital
31.6x Crypto VC Crypto
30.7x Khosla Ventures Venture Capital
28.3x Crypto Angels Crypto
26.0x A16Z Venture Capital
21.1x The Information Journalism
19.2x Village Global Venture Capital
17.8x Palladium Magazine Journalism
17.4x Sutter Hill Ventures Venture Capital
17.2x Bismark Analysis Culture and Political Economy
15.5x Founders Informal Community
15.4x Climate Solutions Culture and Political Economy
15.0x Crypto Infrastructure Crypto
13.4x Benchmark Capital Venture Capital
10.6x Rust Software Engineering
10.5x Non-Fungible Tokens (NFTs) Crypto
10.5x Schumacher Circle Culture and Political Economy
10.1x Wired Journalism
9.7x IDEO Founder Collective Crypto
8.8x My Climate Journey Venture Capital
8.8x Decentralized Web Crypto
8.5x Extinction Rebellion Culture and Political Economy
7.7x Cosmos Crypto
7.1x Rationality Culture and Political Economy
6.8x Mercatus Center Think Tanks
6.3x Public Goods Funding Crypto
6.1x Ars Technica Journalism
6.0x Ethereum Crypto
5.7x Adam Smith Institute Think Tanks
5.4x Homebrew Venture Capital
4.7x Crypto Investing Crypto
4.2x Effective Altruism Culture and Political Economy
4.2x Initialized Capital Venture Capital
3.8x Bloomberg Opinion Journalism
3.6x EconTwitter Science
3.5x Crypto Journalists Crypto
3.1x Persuasion Community Culture and Political Economy
2.9x Heterodox Academy Culture and Political Economy
2.8x Biotech Science
2.7x Techcrunch Journalism
2.4x Environmental Defense Fund Culture and Political Economy
2.0x Decentralized Finance (DeFi) Crypto
2.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
2.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.9x Peterson Institute for International Economics Think Tanks
1.8x Recode Journalism
1.8x Polkadot Crypto
1.7x Sierra Clib Culture and Political Economy
1.7x Ecosocialism Culture and Political Economy
1.6x Populist Libertarians Culture and Political Economy
1.5x Think Tanks system
1.4x VICE Journalism
1.4x Reality-Based Community system
1.3x New Yorker Journalism
1.3x Anarachists Culture and Political Economy
1.3x RadicalxChange Culture and Political Economy
1.3x Black Lives Matter Culture and Political Economy
1.2x Asia Society Policy Institute Think Tanks
1.1x Reuters Journalism
1.0x Niskanen Center Think Tanks
1.0x Foreign Policy Journalism
1.0x Baseline system
1.0x Financial Times Journalism
0.9x Newsmax Journalism
0.9x The Economist Journalism
0.8x The Atlantic Journalism
0.8x Harper's Open Letter Culture and Political Economy
0.8x CNBC Journalism
0.8x Decentralized Autonomous Organizations (DAOs) Crypto
0.7x Philosophy Twitter Science
0.6x The Los Angeles Times Journalism
0.6x Foundation Against Intolerance and Racism Culture and Political Economy
0.6x 350.org Culture and Political Economy
0.5x Heritage Foundation Think Tanks
0.5x Epidimiology Twitter Science
0.5x EFF Culture and Political Economy
0.5x Intergovernmental Panel on Climate Change (IPCC) Science
0.5x Hudson Institute Think Tanks
0.4x Bessemer Venture Capital
0.4x Existential Risks Culture and Political Economy
0.4x RAND Corporation Think Tanks
0.3x Berggruen Institute Think Tanks
0.3x Crypto Political Economy Crypto
0.3x Ecomodernists Culture and Political Economy
0.3x American Enterprise Institute Think Tanks
0.3x National Bureau of Economic Research Think Tanks
0.3x Stat News Journalism
0.3x Environmental Journalists Culture and Political Economy
0.3x BuzzFeed Journalism
0.3x Standard Crypto Venture Capital
0.3x The Verge Journalism
0.3x Belfer Center Think Tanks
0.3x Wall Street Journal Journalism
0.3x Atlantic Council Think Tanks
0.2x OANN Journalism
0.2x Urban Institute Think Tanks
0.2x Eurasia Group Think Tanks
0.2x Fair Vote Culture and Political Economy
0.2x The Daily Beast Journalism
0.2x Brookings Think Tanks
0.1x Cato Institute Think Tanks
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x The Intercept Journalism
0.1x ClimateTwitter Science
0.1x Washington Post Journalism
0.1x The New York Post Journalism
0.1x Claremont Institute Culture and Political Economy
0.1x Epidemiology Journalism Science
0.1x Degrowth Culture and Political Economy
0.1x Moderate Conservatism Culture and Political Economy
0.1x Earth Institute Think Tanks
0.1x Founders Fund Venture Capital
0.0x The Dispatch Journalism
0.0x Hoover Institution Think Tanks