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/balajis/twitter-export

GitHub

vs. Baseline Lens Category
33.0x Founders Fund Venture Capital
24.4x Palladium Magazine Journalism
12.6x Standard Crypto Venture Capital
10.5x Berggruen Institute Think Tanks
9.4x Populist Libertarians Culture and Political Economy
6.9x Bismark Analysis Culture and Political Economy
5.6x Khosla Ventures Venture Capital
5.6x Foundation Against Intolerance and Racism Culture and Political Economy
4.9x Initialized Capital Venture Capital
4.8x Village Global Venture Capital
4.4x Hudson Institute Think Tanks
4.2x Eurasia Group Think Tanks
3.8x Benchmark Capital Venture Capital
3.7x The New York Post Journalism
3.7x Wired Journalism
3.3x Sequioa Venture Capital
3.1x Biotech Science
3.1x New Yorker Journalism
2.8x American Enterprise Institute Think Tanks
2.8x National Bureau of Economic Research Think Tanks
2.7x Ecomodernists Culture and Political Economy
2.5x A16Z Venture Capital
2.4x Harper's Open Letter Culture and Political Economy
2.1x Homebrew Venture Capital
2.1x Hoover Institution Think Tanks
2.0x CNBC Journalism
2.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.9x The Information Journalism
1.8x Wall Street Journal Journalism
1.7x Mercatus Center Think Tanks
1.7x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.6x Rationality Culture and Political Economy
1.4x Bessemer Venture Capital
1.4x Social Epistemology Culture and Political Economy
1.2x Bloomberg Opinion Journalism
1.2x Think Tanks system
1.1x Persuasion Community Culture and Political Economy
1.1x Recode Journalism
1.0x Crypto VC Crypto
1.0x Moderate Conservatism Culture and Political Economy
1.0x Baseline system
0.9x The Dispatch Journalism
0.9x Reuters Journalism
0.8x Niskanen Center Think Tanks
0.8x Foreign Policy Journalism
0.8x The Verge Journalism
0.8x Works in Progress Culture and Political Economy
0.7x Heterodox Academy Culture and Political Economy
0.7x The Intercept Journalism
0.6x Y Combinator Venture Capital
0.6x BuzzFeed Journalism
0.5x Environmental Defense Fund Culture and Political Economy
0.5x Sierra Clib Culture and Political Economy
0.5x Extinction Rebellion Culture and Political Economy
0.5x Schumacher Circle Culture and Political Economy
0.5x Fair Vote Culture and Political Economy
0.5x OANN Journalism
0.5x Founders Informal Community
0.5x Philosophy Twitter Science
0.5x Asia Society Policy Institute Think Tanks
0.5x 350.org Culture and Political Economy
0.5x Newsmax Journalism
0.5x My Climate Journey Venture Capital
0.5x Heritage Foundation Think Tanks
0.5x Claremont Institute Culture and Political Economy
0.4x Ecosocialism Culture and Political Economy
0.4x The Atlantic Journalism
0.4x IDEO Founder Collective Crypto
0.4x Cato Institute Think Tanks
0.4x Washington Post Journalism
0.4x Progress Studies Culture and Political Economy
0.4x Effective Altruism Culture and Political Economy
0.4x The Daily Beast Journalism
0.3x Adam Smith Institute Think Tanks
0.3x Epidimiology Twitter Science
0.3x Ars Technica Journalism
0.3x Environmental Journalists Culture and Political Economy
0.3x VICE Journalism
0.3x RadicalxChange Culture and Political Economy
0.3x Crypto Journalists Crypto
0.3x Brookings Think Tanks
0.2x Reality-Based Community system
0.2x The Long Now Foundation Culture and Political Economy
0.2x The New York Times Journalism
0.2x Black Lives Matter Culture and Political Economy
0.2x Sutter Hill Ventures Venture Capital
0.2x Decentralized Web Crypto
0.2x Degrowth Culture and Political Economy
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x EconTwitter Science
0.2x Crypto Investing Crypto
0.2x Cosmos Crypto
0.1x Council on Foreign Relations Think Tanks
0.1x Belfer Center Think Tanks
0.1x Index Ventures Venture Capital
0.1x Crypto Infrastructure Crypto
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x Public Goods Funding Crypto
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Peterson Institute for International Economics Think Tanks
0.1x Crypto Angels Crypto
0.1x Crypto Political Economy Crypto
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Anarachists Culture and Political Economy
0.1x Center for American Progress Think Tanks
0.1x Techcrunch Journalism
0.1x Ethereum Crypto
0.1x ClimateTwitter Science
0.1x Epidemiology Journalism Science
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Earth Institute Think Tanks
0.0x Decentralized Finance (DeFi) Crypto
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Economist Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x EFF Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Zig Software Engineering
0.0x Polkadot Crypto
0.0x Rust Software Engineering