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/jodibeggs/stata-basics

GitHub

vs. Baseline Lens Category
19.4x RAND Corporation Think Tanks
6.3x Wall Street Journal Journalism
4.5x The Intercept Journalism
3.4x Center for American Progress Think Tanks
2.1x Niskanen Center Think Tanks
2.1x Foreign Policy Journalism
1.7x Brookings Think Tanks
1.6x Think Tanks system
1.3x Peterson Institute for International Economics Think Tanks
1.1x Reality-Based Community system
1.0x The New York Times Journalism
1.0x Baseline system
1.0x EconTwitter Science
0.9x Recode Journalism
0.7x American Enterprise Institute Think Tanks
0.7x National Bureau of Economic Research Think Tanks
0.6x Bloomberg Opinion Journalism
0.5x Columbia SIPA Center for Energy Policy Think Tanks
0.5x Cato Institute Think Tanks
0.5x New Yorker Journalism
0.4x The New York Post Journalism
0.4x Biotech Science
0.4x Reuters Journalism
0.3x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.3x Hudson Institute Think Tanks
0.2x OANN Journalism
0.2x Asia Society Policy Institute Think Tanks
0.2x Newsmax Journalism
0.2x Eurasia Group Think Tanks
0.2x Harper's Open Letter Culture and Political Economy
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Sierra Clib Culture and Political Economy
0.2x Extinction Rebellion Culture and Political Economy
0.2x Schumacher Circle Culture and Political Economy
0.2x Fair Vote Culture and Political Economy
0.1x Philosophy Twitter Science
0.1x Mercatus Center Think Tanks
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Claremont Institute Culture and Political Economy
0.1x Ecosocialism Culture and Political Economy
0.1x EFF Culture and Political Economy
0.1x The Atlantic Journalism
0.1x The Dispatch Journalism
0.1x Environmental Journalists Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x Hoover Institution Think Tanks
0.1x Populist Libertarians Culture and Political Economy
0.1x Washington Post Journalism
0.1x Berggruen Institute Think Tanks
0.1x VICE Journalism
0.1x Black Lives Matter Culture and Political Economy
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x CNBC Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.0x Adam Smith Institute Think Tanks
0.0x Bessemer Venture Capital
0.0x Belfer Center Think Tanks
0.0x The Los Angeles Times Journalism
0.0x BuzzFeed Journalism
0.0x Earth Institute Think Tanks
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Anarachists Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Founders Fund Venture Capital
0.0x Epidimiology Twitter Science
0.0x Homebrew Venture Capital
0.0x Palladium Magazine Journalism
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Benchmark Capital Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Techcrunch Journalism
0.0x Works in Progress Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x Progress Studies Culture and Political Economy
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 Epidemiology Journalism Science
0.0x Atlantic Council Think Tanks
0.0x Village Global Venture Capital
0.0x Effective Altruism Culture and Political Economy
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0.0x Bismark Analysis Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Rationality Culture and Political Economy
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0.0x Y Combinator Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
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0.0x Sutter Hill Ventures Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Polkadot Crypto
0.0x Decentralized Web Crypto
0.0x Cosmos Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Rust Software Engineering
0.0x Crypto Infrastructure Crypto
0.0x Crypto Political Economy Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto