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/kateto/r-network-visualization-basics-to-advanced

GitHub

vs. Baseline Lens Category
76.0x Heterodox Academy Culture and Political Economy
69.6x Harper's Open Letter Culture and Political Economy
60.5x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
45.6x Foundation Against Intolerance and Racism Culture and Political Economy
30.8x Persuasion Community Culture and Political Economy
26.2x Hoover Institution Think Tanks
24.1x Moderate Conservatism Culture and Political Economy
7.6x Wall Street Journal Journalism
7.1x American Enterprise Institute Think Tanks
7.1x National Bureau of Economic Research Think Tanks
6.6x The Intercept Journalism
5.2x Council on Foreign Relations Think Tanks
4.2x The Dispatch Journalism
3.8x RAND Corporation Think Tanks
2.7x The New York Times Journalism
2.6x Bloomberg Opinion Journalism
2.4x The New York Post Journalism
2.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.9x Earth Institute Think Tanks
1.7x The Atlantic Journalism
1.5x Initialized Capital Venture Capital
1.3x New Yorker Journalism
1.3x Niskanen Center Think Tanks
1.3x Foreign Policy Journalism
1.2x Works in Progress Culture and Political Economy
1.1x Think Tanks system
1.0x Baseline system
0.8x Climate Solutions Culture and Political Economy
0.8x Biotech Science
0.8x EconTwitter Science
0.7x Ecomodernists Culture and Political Economy
0.5x Khosla Ventures Venture Capital
0.4x Social Epistemology Culture and Political Economy
0.4x Brookings Think Tanks
0.4x Epidimiology Twitter Science
0.4x Epidemiology Journalism Science
0.4x Mercatus Center Think Tanks
0.4x Effective Altruism Culture and Political Economy
0.4x Reality-Based Community system
0.3x Rationality Culture and Political Economy
0.3x Bismark Analysis Culture and Political Economy
0.3x Wired Journalism
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Sierra Clib Culture and Political Economy
0.3x Extinction Rebellion Culture and Political Economy
0.3x Schumacher Circle Culture and Political Economy
0.3x Fair Vote Culture and Political Economy
0.3x Berggruen Institute Think Tanks
0.3x Philosophy Twitter Science
0.3x Degrowth Culture and Political Economy
0.3x A16Z Venture Capital
0.3x 350.org Culture and Political Economy
0.3x OANN Journalism
0.2x Asia Society Policy Institute Think Tanks
0.2x Heritage Foundation Think Tanks
0.2x Reuters Journalism
0.2x Claremont Institute Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Newsmax Journalism
0.2x Hudson Institute Think Tanks
0.2x Cato Institute Think Tanks
0.2x Recode Journalism
0.2x The Daily Beast Journalism
0.2x Peterson Institute for International Economics Think Tanks
0.2x Eurasia Group Think Tanks
0.1x My Climate Journey Venture Capital
0.1x Washington Post Journalism
0.1x Palladium Magazine Journalism
0.1x VICE Journalism
0.1x Environmental Journalists Culture and Political Economy
0.1x Founders Informal Community
0.1x Populist Libertarians Culture and Political Economy
0.1x CNBC Journalism
0.1x Black Lives Matter Culture and Political Economy
0.1x Crypto Journalists Crypto
0.1x Progress Studies Culture and Political Economy
0.1x Belfer Center Think Tanks
0.1x The Long Now Foundation Culture and Political Economy
0.1x The Los Angeles Times Journalism
0.1x BuzzFeed Journalism
0.1x The Economist Journalism
0.1x Adam Smith Institute Think Tanks
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Bessemer Venture Capital
0.0x Crypto VC Crypto
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Ars Technica Journalism
0.0x Founders Fund Venture Capital
0.0x ClimateTwitter Science
0.0x Anarachists Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Homebrew Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x The Verge Journalism
0.0x Crypto Investing Crypto
0.0x Index Ventures Venture Capital
0.0x Sequioa Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Techcrunch Journalism
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Standard Crypto Venture Capital
0.0x Village Global Venture Capital
0.0x EFF Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Infrastructure Crypto
0.0x Y Combinator Venture Capital
0.0x Decentralized Web Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Cosmos Crypto
0.0x Ethereum Crypto
0.0x Public Goods Funding Crypto