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
161.0x Environmental Defense Fund Culture and Political Economy
94.6x Columbia SIPA Center for Energy Policy Think Tanks
48.0x Financial Times Journalism
18.8x My Climate Journey Venture Capital
12.7x Atlantic Council Think Tanks
7.9x Earth Institute Think Tanks
4.6x Wall Street Journal Journalism
4.1x Peterson Institute for International Economics Think Tanks
1.4x Rust Software Engineering
1.4x Non-Fungible Tokens (NFTs) Crypto
1.4x Schumacher Circle Culture and Political Economy
1.1x Extinction Rebellion Culture and Political Economy
1.1x Reuters Journalism
1.0x Council on Foreign Relations Think Tanks
1.0x Baseline system
1.0x Think Tanks system
0.9x Asia Society Policy Institute Think Tanks
0.8x Eurasia Group Think Tanks
0.6x American Enterprise Institute Think Tanks
0.6x National Bureau of Economic Research Think Tanks
0.6x Bloomberg Opinion Journalism
0.3x Crypto Investing Crypto
0.3x 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 Dispatch Journalism
0.2x Climate Solutions Culture and Political Economy
0.2x Black Lives Matter Culture and Political Economy
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.1x Ecomodernists Culture and Political Economy
0.1x Index Ventures Venture Capital
0.1x Newsmax Journalism
0.1x Crypto VC Crypto
0.1x The Economist Journalism
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Hudson Institute Think Tanks
0.1x CNBC Journalism
0.1x Philosophy Twitter Science
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
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 Cosmos Crypto
0.1x Bessemer Venture Capital
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Wired Journalism
0.1x Crypto Angels Crypto
0.1x Existential Risks Culture and Political Economy
0.0x RAND Corporation Think Tanks
0.0x Crypto Political Economy Crypto
0.0x Environmental Journalists Culture and Political Economy
0.0x Stat News Journalism
0.0x OANN Journalism
0.0x Standard Crypto Venture Capital
0.0x The Verge Journalism
0.0x Belfer Center 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 Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Homebrew Venture Capital
0.0x Populist Libertarians Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x Mercatus Center Think Tanks
0.0x Works in Progress Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x The Intercept Journalism
0.0x Benchmark Capital Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Claremont Institute Culture and Political Economy
0.0x Village Global Venture Capital
0.0x Founders Fund Venture Capital
0.0x Public Goods Funding Crypto
0.0x Effective Altruism Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy