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
76.5x Columbia SIPA Center for Energy Policy Think Tanks
18.8x CNBC Journalism
13.8x Reuters Journalism
7.3x My Climate Journey Venture Capital
5.2x Earth Institute Think Tanks
4.2x Eurasia Group Think Tanks
3.7x Wall Street Journal Journalism
3.6x Financial Times Journalism
1.0x Rust Software Engineering
1.0x Non-Fungible Tokens (NFTs) Crypto
1.0x Schumacher Circle Culture and Political Economy
1.0x Baseline system
0.8x Extinction Rebellion Culture and Political Economy
0.7x Council on Foreign Relations Think Tanks
0.7x Peterson Institute for International Economics Think Tanks
0.5x Bloomberg Opinion Journalism
0.3x Degrowth Culture and Political Economy
0.2x Environmental Defense Fund Culture and Political Economy
0.2x EconTwitter Science
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Asia Society Policy Institute Think Tanks
0.2x Polkadot Crypto
0.2x Sierra Clib Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Index Ventures Venture Capital
0.1x Newsmax Journalism
0.1x The Economist Journalism
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Ecomodernists Culture and Political Economy
0.1x Philosophy Twitter Science
0.1x The Los Angeles Times Journalism
0.1x 350.org Culture and Political Economy
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Climate Solutions Culture and Political Economy
0.1x Epidimiology Twitter Science
0.0x EFF Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Cosmos Crypto
0.0x Wired Journalism
0.0x Bessemer Venture Capital
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Existential Risks Culture and Political Economy
0.0x Crypto Angels Crypto
0.0x RAND Corporation Think Tanks
0.0x Crypto Political Economy Crypto
0.0x Stat News Journalism
0.0x Environmental Journalists 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 OANN Journalism
0.0x Urban Institute Think Tanks
0.0x The Information Journalism
0.0x Berggruen Institute Think Tanks
0.0x Crypto Journalists Crypto
0.0x Mercatus Center Think Tanks
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 Populist Libertarians Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x The Intercept Journalism
0.0x Claremont Institute Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Epidemiology Journalism Science
0.0x Village Global Venture Capital
0.0x Palladium Magazine Journalism
0.0x Founders Fund Venture Capital
0.0x Public Goods Funding Crypto
0.0x Y Combinator 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 Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy