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/eleanormurray/causalgraphs_latex

GitHub

vs. Baseline Lens Category
65.1x Belfer Center Think Tanks
21.8x Epidemiology Journalism Science
15.1x Epidimiology Twitter Science
10.4x Earth Institute Think Tanks
5.2x Adam Smith Institute Think Tanks
3.7x Reality-Based Community system
3.6x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
3.5x Council on Foreign Relations Think Tanks
3.4x The Atlantic Journalism
2.9x Biotech Science
2.5x ClimateTwitter Science
2.3x Works in Progress Culture and Political Economy
1.8x Center for American Progress Think Tanks
1.7x New Yorker Journalism
1.3x Reuters Journalism
1.2x Washington Post Journalism
1.2x OANN Journalism
1.2x Ecomodernists Culture and Political Economy
1.1x Asia Society Policy Institute Think Tanks
1.1x Environmental Defense Fund Culture and Political Economy
1.1x Sierra Clib Culture and Political Economy
1.1x Extinction Rebellion Culture and Political Economy
1.1x Schumacher Circle Culture and Political Economy
1.1x Fair Vote Culture and Political Economy
1.1x Newsmax Journalism
1.0x Philosophy Twitter Science
1.0x Think Tanks system
1.0x Hudson Institute Think Tanks
1.0x Brookings Think Tanks
1.0x Baseline system
1.0x 350.org Culture and Political Economy
0.9x Heritage Foundation Think Tanks
0.9x Claremont Institute Culture and Political Economy
0.9x Peterson Institute for International Economics Think Tanks
0.9x The New York Post Journalism
0.9x Ecosocialism Culture and Political Economy
0.8x Cato Institute Think Tanks
0.8x Harper's Open Letter Culture and Political Economy
0.8x The Daily Beast Journalism
0.7x Heterodox Academy Culture and Political Economy
0.6x Environmental Journalists Culture and Political Economy
0.5x VICE Journalism
0.5x Eurasia Group Think Tanks
0.5x Populist Libertarians Culture and Political Economy
0.5x The Intercept Journalism
0.5x The Dispatch Journalism
0.4x Black Lives Matter Culture and Political Economy
0.4x CNBC Journalism
0.4x Degrowth Culture and Political Economy
0.4x Wall Street Journal Journalism
0.4x Persuasion Community Culture and Political Economy
0.4x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.4x EconTwitter Science
0.3x Moderate Conservatism Culture and Political Economy
0.3x The New York Times Journalism
0.3x Hoover Institution Think Tanks
0.3x Foundation Against Intolerance and Racism Culture and Political Economy
0.3x The Los Angeles Times Journalism
0.3x RAND Corporation Think Tanks
0.3x BuzzFeed Journalism
0.2x Bessemer Venture Capital
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Bloomberg Opinion Journalism
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Niskanen Center Think Tanks
0.2x Foreign Policy Journalism
0.1x Anarachists Culture and Political Economy
0.1x Recode Journalism
0.1x Founders Fund Venture Capital
0.1x Index Ventures Venture Capital
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Berggruen Institute Think Tanks
0.1x Homebrew Venture Capital
0.1x Public Goods Funding Crypto
0.1x Wired Journalism
0.1x Ars Technica Journalism
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Village Global Venture Capital
0.1x Existential Risks Culture and Political Economy
0.1x The Information Journalism
0.1x A16Z Venture Capital
0.1x The Economist Journalism
0.1x The Verge Journalism
0.0x Ethereum Crypto
0.0x Mercatus Center Think Tanks
0.0x Techcrunch Journalism
0.0x Benchmark Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x EFF Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Crypto Infrastructure Crypto
0.0x Financial Times Journalism
0.0x Palladium Magazine Journalism
0.0x Accel Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Crypto VC Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Angels Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Polkadot Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Rust Software Engineering
0.0x Decentralized Finance (DeFi) Crypto
0.0x Cosmos Crypto
0.0x Crypto Political Economy Crypto