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/rails/activestorage

GitHub

vs. Baseline Lens Category
21.6x The Information Journalism
18.1x The Verge Journalism
8.3x Benchmark Capital Venture Capital
4.1x Harper's Open Letter Culture and Political Economy
3.2x Recode Journalism
3.2x Bloomberg Opinion Journalism
2.8x The New York Times Journalism
2.8x Wall Street Journal Journalism
1.4x Mercatus Center Think Tanks
1.0x Baseline system
0.7x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.6x Founders Informal Community
0.6x Adam Smith Institute Think Tanks
0.5x IDEO Founder Collective Crypto
0.5x Progress Studies Culture and Political Economy
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 EFF Culture and Political Economy
0.4x Philosophy Twitter Science
0.4x Reuters Journalism
0.4x 350.org Culture and Political Economy
0.4x Heritage Foundation Think Tanks
0.4x Claremont Institute Culture and Political Economy
0.4x Ecosocialism Culture and Political Economy
0.4x OANN Journalism
0.4x Cato Institute Think Tanks
0.3x Asia Society Policy Institute Think Tanks
0.3x Sutter Hill Ventures Venture Capital
0.3x Newsmax Journalism
0.3x The Daily Beast Journalism
0.3x Hudson Institute Think Tanks
0.2x Washington Post Journalism
0.2x Ars Technica Journalism
0.2x VICE Journalism
0.2x The Long Now Foundation Culture and Political Economy
0.2x Environmental Journalists Culture and Political Economy
0.2x CNBC Journalism
0.2x Village Global Venture Capital
0.2x Eurasia Group Think Tanks
0.2x Cosmos Crypto
0.2x Populist Libertarians Culture and Political Economy
0.2x The Intercept Journalism
0.1x Techcrunch Journalism
0.1x Effective Altruism Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x Belfer Center Think Tanks
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Y Combinator Venture Capital
0.1x Crypto VC Crypto
0.1x Bessemer Venture Capital
0.1x Zig Software Engineering
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Founders Fund Venture Capital
0.1x A16Z Venture Capital
0.0x Anarachists Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Earth Institute Think Tanks
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Berggruen Institute Think Tanks
0.0x Homebrew Venture Capital
0.0x Existential Risks Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x The Economist Journalism
0.0x Rationality Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Sequioa Venture Capital
0.0x Heterodox Academy Culture and Political Economy
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Climate Solutions Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Atlantic Council Think Tanks
0.0x Crypto Infrastructure Crypto
0.0x My Climate Journey Venture Capital
0.0x Epidimiology Twitter Science
0.0x Peterson Institute for International Economics Think Tanks
0.0x Standard Crypto Venture Capital
0.0x Khosla Ventures Venture Capital
0.0x Epidemiology Journalism Science
0.0x Crypto Investing Crypto
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Palladium Magazine Journalism
0.0x Ethereum Crypto
0.0x Bismark Analysis Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto