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?

emilyoster.substack.com

Substack Newsletter

vs. Baseline Lens Category
61.4x Stat News Journalism
32.9x RAND Corporation Think Tanks
20.3x RadicalxChange Culture and Political Economy
13.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
11.6x CNBC Journalism
11.4x Epidimiology Twitter Science
8.5x EconTwitter Science
6.7x Peterson Institute for International Economics Think Tanks
5.3x Biotech Science
3.1x Epidemiology Journalism Science
2.8x Brookings Think Tanks
2.8x Reality-Based Community system
2.4x Belfer Center Think Tanks
1.9x Sutter Hill Ventures Venture Capital
1.7x Think Tanks system
1.6x Public Goods Funding Crypto
1.5x The New York Times Journalism
1.3x Accel Venture Capital
1.1x My Climate Journey Venture Capital
1.1x Ethereum Crypto
1.0x Baseline system
0.9x Hoover Institution Think Tanks
0.9x Mercatus Center Think Tanks
0.8x Schumacher Circle Culture and Political Economy
0.8x Fair Vote Culture and Political Economy
0.8x Reuters Journalism
0.5x Asia Society Policy Institute Think Tanks
0.5x Wall Street Journal Journalism
0.4x Philosophy Twitter Science
0.4x Zig Software Engineering
0.4x Wired Journalism
0.3x Heritage Foundation Think Tanks
0.3x The Economist Journalism
0.3x Extinction Rebellion Culture and Political Economy
0.3x New Yorker Journalism
0.3x Center for American Progress Think Tanks
0.3x Sequioa Venture Capital
0.2x American Enterprise Institute Think Tanks
0.2x National Bureau of Economic Research Think Tanks
0.2x Progress Studies Culture and Political Economy
0.2x ClimateTwitter Science
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x Benchmark Capital Venture Capital
0.2x Homebrew Venture Capital
0.2x Effective Altruism Culture and Political Economy
0.2x Ecomodernists Culture and Political Economy
0.2x Polkadot Crypto
0.2x Newsmax Journalism
0.2x Existential Risks Culture and Political Economy
0.2x EFF Culture and Political Economy
0.2x Techcrunch Journalism
0.2x Urban Institute Think Tanks
0.1x The Atlantic Journalism
0.1x Bloomberg Opinion Journalism
0.1x Founders Informal Community
0.1x Atlantic Council Think Tanks
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Council on Foreign Relations Think Tanks
0.1x Palladium Magazine Journalism
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Hudson Institute Think Tanks
0.1x Social Epistemology Culture and Political Economy
0.1x Khosla Ventures Venture Capital
0.1x A16Z Venture Capital
0.1x Rationality Culture and Political Economy
0.1x Financial Times Journalism
0.1x Bessemer Venture Capital
0.1x The Los Angeles Times Journalism
0.1x Index Ventures Venture Capital
0.1x Recode Journalism
0.1x IDEO Founder Collective Crypto
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x The Long Now Foundation Culture and Political Economy
0.1x Crypto VC Crypto
0.1x Eurasia Group Think Tanks
0.1x The Verge Journalism
0.1x VICE Journalism
0.1x Y Combinator Venture Capital
0.1x Berggruen Institute Think Tanks
0.1x Black Lives Matter Culture and Political Economy
0.1x Adam Smith Institute Think Tanks
0.1x Harper's Open Letter Culture and Political Economy
0.1x OANN Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Anarachists Culture and Political Economy
0.0x Washington Post Journalism
0.0x Earth Institute Think Tanks
0.0x BuzzFeed Journalism
0.0x Founders Fund Venture Capital
0.0x Claremont Institute Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Rust Software Engineering
0.0x Village Global Venture Capital
0.0x 350.org Culture and Political Economy
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Degrowth Culture and Political Economy
0.0x Crypto Infrastructure Crypto
0.0x Ars Technica Journalism
0.0x Bismark Analysis Culture and Political Economy
0.0x Cosmos Crypto
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Populist Libertarians Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Crypto Journalists Crypto
0.0x Initialized Capital Venture Capital
0.0x Environmental Journalists Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x The Information Journalism
0.0x Crypto Political Economy Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Angels Crypto
0.0x The Dispatch Journalism
0.0x Moderate Conservatism Culture and Political Economy
0.0x The New York Post Journalism
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x The Intercept Journalism
0.0x Works in Progress Culture and Political Economy
0.0x Foundation Against Intolerance and Racism Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Decentralized Finance (DeFi) Crypto
0.0x Persuasion Community Culture and Political Economy
0.0x Ecosocialism Culture and Political Economy