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
69.2x Black Lives Matter Culture and Political Economy
54.7x Bessemer Venture Capital
16.7x Climate Solutions Culture and Political Economy
13.4x The Daily Beast Journalism
6.0x Epidemiology Journalism Science
2.8x Rust Software Engineering
2.8x Non-Fungible Tokens (NFTs) Crypto
2.8x Schumacher Circle Culture and Political Economy
2.7x New Yorker Journalism
2.4x Ars Technica Journalism
2.3x Extinction Rebellion Culture and Political Economy
2.2x The Intercept Journalism
2.0x Harper's Open Letter Culture and Political Economy
1.8x Brookings Think Tanks
1.8x Peterson Institute for International Economics Think Tanks
1.6x Columbia SIPA Center for Energy Policy Think Tanks
1.5x The Atlantic Journalism
1.0x Reuters Journalism
1.0x Baseline system
0.9x Center for American Progress Think Tanks
0.6x Environmental Defense Fund Culture and Political Economy
0.6x Council on Foreign Relations Think Tanks
0.5x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.5x ClimateTwitter Science
0.5x Polkadot Crypto
0.5x Persuasion Community Culture and Political Economy
0.5x Sierra Clib Culture and Political Economy
0.4x Ecosocialism Culture and Political Economy
0.4x Degrowth Culture and Political Economy
0.4x Anarachists Culture and Political Economy
0.4x Techcrunch Journalism
0.4x Asia Society Policy Institute Think Tanks
0.4x VICE Journalism
0.3x Index Ventures Venture Capital
0.3x Newsmax Journalism
0.3x The Long Now Foundation Culture and Political Economy
0.3x Financial Times Journalism
0.3x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x The Economist Journalism
0.2x EconTwitter Science
0.2x CNBC Journalism
0.2x The New York Times Journalism
0.2x Philosophy Twitter Science
0.2x Decentralized Finance (DeFi) Crypto
0.2x Zig Software Engineering
0.2x The Los Angeles Times Journalism
0.2x EFF Culture and Political Economy
0.2x Cosmos Crypto
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 Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Crypto Angels Crypto
0.1x Wired Journalism
0.1x Decentralized Web Crypto
0.1x Existential Risks Culture and Political Economy
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Environmental Journalists Culture and Political Economy
0.1x RAND Corporation Think Tanks
0.1x Crypto Political Economy Crypto
0.1x Crypto Investing Crypto
0.1x OANN Journalism
0.1x Hudson Institute Think Tanks
0.1x Stat News Journalism
0.1x BuzzFeed Journalism
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x Belfer Center Think Tanks
0.1x Crypto Infrastructure Crypto
0.1x Biotech Science
0.1x Eurasia Group Think Tanks
0.1x Atlantic Council Think Tanks
0.1x IDEO Founder Collective Crypto
0.1x Berggruen Institute Think Tanks
0.1x Crypto Journalists Crypto
0.1x Urban Institute Think Tanks
0.1x The Information Journalism
0.1x Homebrew Venture Capital
0.0x Sequioa Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x Recode Journalism
0.0x Works in Progress Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Ethereum Crypto
0.0x Claremont Institute Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Palladium Magazine Journalism
0.0x Moderate Conservatism Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x Founders Fund Venture Capital
0.0x Public Goods Funding Crypto
0.0x Khosla Ventures Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Y Combinator Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Progress Studies Culture and Political Economy
0.0x Rationality Culture and Political Economy