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/github/roadmap

GitHub

vs. Baseline Lens Category
30.3x Techcrunch Journalism
13.1x VICE Journalism
11.2x Y Combinator Venture Capital
8.0x Ars Technica Journalism
5.4x BuzzFeed Journalism
4.6x Recode Journalism
4.6x The Information Journalism
4.6x Social Epistemology Culture and Political Economy
4.3x Mercatus Center Think Tanks
4.2x Bloomberg Opinion Journalism
3.7x CNBC Journalism
3.6x The Verge Journalism
3.2x Khosla Ventures Venture Capital
2.7x Progress Studies Culture and Political Economy
2.6x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
2.4x Index Ventures Venture Capital
2.1x Washington Post Journalism
1.7x Rationality Culture and Political Economy
1.6x The Long Now Foundation Culture and Political Economy
1.6x Reuters Journalism
1.2x A16Z Venture Capital
1.1x Works in Progress Culture and Political Economy
1.0x Baseline system
1.0x The Los Angeles Times Journalism
1.0x Founders Informal Community
0.9x New Yorker Journalism
0.8x Sutter Hill Ventures Venture Capital
0.8x Ecomodernists Culture and Political Economy
0.8x Village Global Venture Capital
0.8x Environmental Defense Fund Culture and Political Economy
0.8x Sierra Clib Culture and Political Economy
0.8x Extinction Rebellion Culture and Political Economy
0.8x Schumacher Circle Culture and Political Economy
0.8x Fair Vote Culture and Political Economy
0.7x Philosophy Twitter Science
0.7x 350.org Culture and Political Economy
0.7x Heritage Foundation Think Tanks
0.7x Claremont Institute Culture and Political Economy
0.6x Ecosocialism Culture and Political Economy
0.6x Cato Institute Think Tanks
0.5x Crypto VC Crypto
0.5x The Daily Beast Journalism
0.5x Wall Street Journal Journalism
0.5x Zig Software Engineering
0.4x Wired Journalism
0.4x Reality-Based Community system
0.4x OANN Journalism
0.3x Asia Society Policy Institute Think Tanks
0.3x Adam Smith Institute Think Tanks
0.3x Newsmax Journalism
0.3x Initialized Capital Venture Capital
0.3x Hudson Institute Think Tanks
0.3x The New York Times Journalism
0.3x Niskanen Center Think Tanks
0.3x Foreign Policy Journalism
0.2x The Atlantic Journalism
0.2x Belfer Center Think Tanks
0.2x RAND Corporation Think Tanks
0.2x Environmental Journalists Culture and Political Economy
0.2x Populist Libertarians Culture and Political Economy
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Eurasia Group Think Tanks
0.1x Harper's Open Letter Culture and Political Economy
0.1x The Intercept Journalism
0.1x My Climate Journey Venture Capital
0.1x IDEO Founder Collective Crypto
0.1x Black Lives Matter Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Degrowth Culture and Political Economy
0.1x EFF Culture and Political Economy
0.1x Hoover Institution Think Tanks
0.1x Founders Fund Venture Capital
0.1x Moderate Conservatism Culture and Political Economy
0.1x Palladium Magazine Journalism
0.1x Bessemer Venture Capital
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Crypto Infrastructure Crypto
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Center for American Progress Think Tanks
0.1x The Dispatch Journalism
0.0x Bismark Analysis Culture and Political Economy
0.0x Anarachists Culture and Political Economy
0.0x Existential Risks Culture and Political Economy
0.0x The Economist Journalism
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Earth Institute Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Financial Times Journalism
0.0x Homebrew Venture Capital
0.0x Sequioa Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Heterodox Academy Culture and Political Economy
0.0x Atlantic Council Think Tanks
0.0x Biotech Science
0.0x Benchmark Capital Venture Capital
0.0x Epidimiology Twitter Science
0.0x EconTwitter Science
0.0x Climate Solutions Culture and Political Economy
0.0x Cosmos Crypto
0.0x Standard Crypto Venture Capital
0.0x Ethereum Crypto
0.0x Accel Venture Capital
0.0x Peterson Institute for International Economics Think Tanks
0.0x Epidemiology Journalism Science
0.0x Effective Altruism Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Crypto Investing Crypto
0.0x Polkadot Crypto
0.0x Rust Software Engineering
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Crypto Political Economy Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto