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?

github.com/bitcoinbook/bitcoinbook

GitHub

vs. Baseline Lens Category
34.4x Climate Solutions Culture and Political Economy
7.4x Palladium Magazine Journalism
3.8x Wall Street Journal Journalism
2.8x Bloomberg Opinion Journalism
2.7x Populist Libertarians Culture and Political Economy
2.1x OANN Journalism
2.0x Asia Society Policy Institute Think Tanks
1.9x Degrowth Culture and Political Economy
1.9x Crypto Journalists Crypto
1.9x Newsmax Journalism
1.6x Environmental Defense Fund Culture and Political Economy
1.6x Sierra Clib Culture and Political Economy
1.6x Extinction Rebellion Culture and Political Economy
1.6x Hudson Institute Think Tanks
1.6x Schumacher Circle Culture and Political Economy
1.6x Fair Vote Culture and Political Economy
1.6x Philosophy Twitter Science
1.5x Reuters Journalism
1.5x The New York Post Journalism
1.5x 350.org Culture and Political Economy
1.4x Heritage Foundation Think Tanks
1.4x Claremont Institute Culture and Political Economy
1.3x Ecosocialism Culture and Political Economy
1.3x Cato Institute Think Tanks
1.1x The Daily Beast Journalism
1.1x Environmental Journalists Culture and Political Economy
1.0x Baseline system
0.9x Founders Informal Community
0.9x Eurasia Group Think Tanks
0.9x The Intercept Journalism
0.8x Crypto Investing Crypto
0.8x Washington Post Journalism
0.8x Black Lives Matter Culture and Political Economy
0.7x VICE Journalism
0.7x RadicalxChange Culture and Political Economy
0.7x Crypto VC Crypto
0.7x CNBC Journalism
0.5x Moderate Conservatism Culture and Political Economy
0.5x American Enterprise Institute Think Tanks
0.5x National Bureau of Economic Research Think Tanks
0.5x Foundation Against Intolerance and Racism Culture and Political Economy
0.4x Belfer Center Think Tanks
0.4x Hoover Institution Think Tanks
0.4x Bessemer Venture Capital
0.4x Adam Smith Institute Think Tanks
0.4x The Los Angeles Times Journalism
0.4x RAND Corporation Think Tanks
0.4x BuzzFeed Journalism
0.4x Polkadot Crypto
0.3x Harper's Open Letter Culture and Political Economy
0.3x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.3x Persuasion Community Culture and Political Economy
0.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.3x Decentralized Web Crypto
0.3x Bismark Analysis Culture and Political Economy
0.3x The Dispatch Journalism
0.3x Center for American Progress Think Tanks
0.3x Intergovernmental Panel on Climate Change (IPCC) Science
0.3x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x Anarachists Culture and Political Economy
0.2x Recode Journalism
0.2x Techcrunch Journalism
0.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x Founders Fund Venture Capital
0.2x IDEO Founder Collective Crypto
0.2x The New York Times Journalism
0.2x Earth Institute Think Tanks
0.2x ClimateTwitter Science
0.2x Columbia SIPA Center for Energy Policy Think Tanks
0.2x Berggruen Institute Think Tanks
0.2x Social Epistemology Culture and Political Economy
0.2x Homebrew Venture Capital
0.1x Cosmos Crypto
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.1x Wired Journalism
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x A16Z Venture Capital
0.1x Rationality Culture and Political Economy
0.1x Mercatus Center Think Tanks
0.1x Decentralized Finance (DeFi) Crypto
0.1x Existential Risks Culture and Political Economy
0.1x The Information Journalism
0.1x Heterodox Academy Culture and Political Economy
0.1x Index Ventures Venture Capital
0.1x Crypto Infrastructure Crypto
0.1x Biotech Science
0.1x The Economist Journalism
0.1x The Verge Journalism
0.1x Benchmark Capital Venture Capital
0.1x Effective Altruism Culture and Political Economy
0.1x Ars Technica Journalism
0.1x Crypto Angels Crypto
0.1x Ecomodernists Culture and Political Economy
0.1x Works in Progress Culture and Political Economy
0.1x Sequioa Venture Capital
0.1x Initialized Capital Venture Capital
0.0x EconTwitter Science
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Atlantic Council Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Progress Studies Culture and Political Economy
0.0x Epidemiology Journalism Science
0.0x Village Global Venture Capital
0.0x Ethereum Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x Epidimiology Twitter Science
0.0x EFF Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x Standard Crypto Venture Capital
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Y Combinator Venture Capital
0.0x Zig Software Engineering
0.0x Sutter Hill Ventures Venture Capital
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto