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/bloombergmedia/whatiscode

GitHub

vs. Baseline Lens Category
22.1x The New York Post Journalism
15.6x Black Lives Matter Culture and Political Economy
13.6x Homebrew Venture Capital
11.2x Eurasia Group Think Tanks
7.9x Recode Journalism
7.4x Initialized Capital Venture Capital
6.1x Wired Journalism
4.9x Ars Technica Journalism
4.1x Washington Post Journalism
4.1x Techcrunch Journalism
3.5x Earth Institute Think Tanks
3.0x Bessemer Venture Capital
2.4x BuzzFeed Journalism
2.4x The Atlantic Journalism
2.0x Adam Smith Institute Think Tanks
1.9x Village Global Venture Capital
1.5x Heterodox Academy Culture and Political Economy
1.3x New Yorker Journalism
1.1x EFF Culture and Political Economy
1.1x My Climate Journey Venture Capital
1.1x Khosla Ventures Venture Capital
1.1x Hoover Institution Think Tanks
1.0x Baseline system
1.0x Biotech Science
1.0x Sutter Hill Ventures Venture Capital
0.9x OANN Journalism
0.9x A16Z Venture Capital
0.9x Asia Society Policy Institute Think Tanks
0.9x Environmental Defense Fund Culture and Political Economy
0.9x Sierra Clib Culture and Political Economy
0.9x Extinction Rebellion Culture and Political Economy
0.9x Schumacher Circle Culture and Political Economy
0.9x Fair Vote Culture and Political Economy
0.8x Y Combinator Venture Capital
0.8x Philosophy Twitter Science
0.8x Reuters Journalism
0.8x Newsmax Journalism
0.8x 350.org Culture and Political Economy
0.8x Hudson Institute Think Tanks
0.8x Heritage Foundation Think Tanks
0.7x Claremont Institute Culture and Political Economy
0.7x Ecosocialism Culture and Political Economy
0.7x Berggruen Institute Think Tanks
0.7x Cato Institute Think Tanks
0.7x Founders Informal Community
0.6x The Daily Beast Journalism
0.6x Degrowth Culture and Political Economy
0.5x Anarachists Culture and Political Economy
0.5x Persuasion Community Culture and Political Economy
0.5x Benchmark Capital Venture Capital
0.5x Stat News Journalism
0.5x Environmental Journalists Culture and Political Economy
0.4x Reality-Based Community system
0.4x Council on Foreign Relations Think Tanks
0.4x VICE Journalism
0.4x Think Tanks system
0.4x Center for American Progress Think Tanks
0.4x Populist Libertarians Culture and Political Economy
0.4x Bismark Analysis Culture and Political Economy
0.4x The Intercept Journalism
0.4x The New York Times Journalism
0.4x Epidemiology Journalism Science
0.3x CNBC Journalism
0.3x Wall Street Journal Journalism
0.3x Harper's Open Letter Culture and Political Economy
0.3x Ecomodernists Culture and Political Economy
0.3x Moderate Conservatism Culture and Political Economy
0.2x Belfer Center Think Tanks
0.2x Foundation Against Intolerance and Racism Culture and Political Economy
0.2x The Los Angeles Times Journalism
0.2x RAND Corporation Think Tanks
0.2x The Economist Journalism
0.2x Crypto Infrastructure Crypto
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Zig Software Engineering
0.2x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x The Dispatch Journalism
0.1x Social Epistemology Culture and Political Economy
0.1x Founders Fund Venture Capital
0.1x ClimateTwitter Science
0.1x Bloomberg Opinion Journalism
0.1x Index Ventures Venture Capital
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Crypto VC Crypto
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.0x Rationality Culture and Political Economy
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Progress Studies Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x The Verge Journalism
0.0x IDEO Founder Collective Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x EconTwitter Science
0.0x Cosmos Crypto
0.0x Works in Progress Culture and Political Economy
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Epidimiology Twitter Science
0.0x Standard Crypto Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Palladium Magazine Journalism
0.0x Mercatus Center Think Tanks
0.0x Decentralized Web Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Ethereum Crypto
0.0x Public Goods Funding Crypto