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
47.7x Anarachists Culture and Political Economy
15.7x Black Lives Matter Culture and Political Economy
7.8x The Intercept Journalism
2.3x New Yorker Journalism
1.7x VICE Journalism
1.3x Rust Software Engineering
1.2x Non-Fungible Tokens (NFTs) Crypto
1.2x Schumacher Circle Culture and Political Economy
1.2x Reality-Based Community system
1.0x Extinction Rebellion Culture and Political Economy
1.0x Baseline system
0.9x Harper's Open Letter Culture and Political Economy
0.6x Council on Foreign Relations Think Tanks
0.5x ClimateTwitter Science
0.4x Degrowth Culture and Political Economy
0.4x Think Tanks system
0.3x Environmental Defense Fund Culture and Political Economy
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Polkadot Crypto
0.2x Sierra Clib Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x The Atlantic Journalism
0.2x Brookings Think Tanks
0.2x Heterodox Academy Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.1x Index Ventures Venture Capital
0.1x Newsmax Journalism
0.1x Effective Altruism Culture and Political Economy
0.1x Financial Times Journalism
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x The Economist Journalism
0.1x CNBC Journalism
0.1x Philosophy Twitter Science
0.1x The Los Angeles Times Journalism
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x EFF Culture and Political Economy
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Cosmos Crypto
0.1x Epidimiology Twitter Science
0.1x Bessemer Venture Capital
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Wired Journalism
0.1x Crypto Angels Crypto
0.0x Decentralized Web Crypto
0.0x Existential Risks Culture and Political Economy
0.0x Washington Post Journalism
0.0x RAND Corporation Think Tanks
0.0x Environmental Journalists Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Stat News Journalism
0.0x OANN Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x BuzzFeed Journalism
0.0x Standard Crypto Venture Capital
0.0x The Verge Journalism
0.0x Belfer Center Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Urban Institute Think Tanks
0.0x The Information Journalism
0.0x Berggruen Institute Think Tanks
0.0x Crypto Journalists Crypto
0.0x Sequioa Venture Capital
0.0x Homebrew Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Populist Libertarians Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Cato Institute Think Tanks
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 Epidemiology Journalism Science
0.0x Claremont Institute Culture and Political Economy
0.0x Ethereum Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Village Global Venture Capital
0.0x Palladium Magazine Journalism
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 Bismark Analysis Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Initialized Capital Venture Capital
0.0x Social Epistemology Culture and Political Economy