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
38.5x Peterson Institute for International Economics Think Tanks
32.5x The Economist Journalism
13.9x Climate Solutions Culture and Political Economy
12.0x EconTwitter Science
11.9x RadicalxChange Culture and Political Economy
9.2x Reality-Based Community system
4.2x Effective Altruism Culture and Political Economy
3.9x Works in Progress Culture and Political Economy
3.5x Social Epistemology Culture and Political Economy
3.1x Think Tanks system
3.0x Brookings Think Tanks
1.8x Rust Software Engineering
1.8x Non-Fungible Tokens (NFTs) Crypto
1.8x Schumacher Circle Culture and Political Economy
1.7x Berggruen Institute Think Tanks
1.4x Extinction Rebellion Culture and Political Economy
1.3x Bloomberg Opinion Journalism
1.0x Baseline system
0.9x Progress Studies Culture and Political Economy
0.9x Founders Informal Community
0.8x Degrowth Culture and Political Economy
0.6x The Long Now Foundation Culture and Political Economy
0.5x Mercatus Center Think Tanks
0.4x Rationality Culture and Political Economy
0.4x Environmental Defense Fund Culture and Political Economy
0.4x Reuters Journalism
0.4x Eurasia Group Think Tanks
0.3x Hoover Institution Think Tanks
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x Polkadot Crypto
0.3x Sierra Clib Culture and Political Economy
0.3x Ecosocialism Culture and Political Economy
0.3x ClimateTwitter Science
0.2x VICE Journalism
0.2x Anarachists Culture and Political Economy
0.2x Black Lives Matter Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.2x Financial Times Journalism
0.2x Index Ventures Venture Capital
0.1x Newsmax Journalism
0.1x CNBC Journalism
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Philosophy Twitter Science
0.1x The Los Angeles Times Journalism
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Epidimiology Twitter Science
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x EFF Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Wired Journalism
0.1x Ecomodernists Culture and Political Economy
0.1x Cosmos Crypto
0.1x Bessemer Venture Capital
0.1x Existential Risks Culture and Political Economy
0.1x Crypto Angels Crypto
0.1x Decentralized Web Crypto
0.1x RAND Corporation Think Tanks
0.1x Crypto Political Economy Crypto
0.0x Stat News Journalism
0.0x Hudson Institute Think Tanks
0.0x Environmental Journalists Culture and Political Economy
0.0x BuzzFeed Journalism
0.0x Standard Crypto Venture Capital
0.0x Palladium Magazine Journalism
0.0x The Verge Journalism
0.0x Belfer Center Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Crypto Investing Crypto
0.0x Urban Institute Think Tanks
0.0x OANN Journalism
0.0x The Information Journalism
0.0x Biotech Science
0.0x IDEO Founder Collective Crypto
0.0x Crypto Journalists Crypto
0.0x Sequioa Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Homebrew Venture Capital
0.0x Cato Institute Think Tanks
0.0x Earth Institute Think Tanks
0.0x Populist Libertarians Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x The Intercept Journalism
0.0x Claremont Institute Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Epidemiology Journalism Science
0.0x Ethereum Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Village Global Venture Capital
0.0x Founders Fund Venture Capital
0.0x Moderate Conservatism Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Public Goods Funding Crypto
0.0x Khosla Ventures Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Heterodox Academy Culture and Political Economy