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/airbnb/lottie-web

GitHub

vs. Baseline Lens Category
30.3x Techcrunch Journalism
13.1x VICE Journalism
8.0x Ars Technica Journalism
5.4x BuzzFeed Journalism
4.6x Recode Journalism
4.6x The Information Journalism
3.8x Y Combinator Venture Capital
3.6x The Verge Journalism
3.6x CNBC Journalism
2.1x Washington Post Journalism
1.6x Reuters Journalism
1.0x Baseline system
1.0x The Los Angeles Times Journalism
0.9x New Yorker Journalism
0.7x Village Global Venture Capital
0.6x Khosla Ventures Venture Capital
0.5x Wall Street Journal Journalism
0.4x Social Epistemology Culture and Political Economy
0.4x Wired Journalism
0.4x Reality-Based Community system
0.4x Environmental Defense Fund Culture and Political Economy
0.4x Sierra Clib Culture and Political Economy
0.4x Extinction Rebellion Culture and Political Economy
0.4x Schumacher Circle Culture and Political Economy
0.4x Fair Vote Culture and Political Economy
0.3x Philosophy Twitter Science
0.3x OANN Journalism
0.3x Adam Smith Institute Think Tanks
0.3x Asia Society Policy Institute Think Tanks
0.3x 350.org Culture and Political Economy
0.3x Heritage Foundation Think Tanks
0.3x Newsmax Journalism
0.3x Claremont Institute Culture and Political Economy
0.3x Initialized Capital Venture Capital
0.3x Ecosocialism Culture and Political Economy
0.3x Hudson Institute Think Tanks
0.3x Sutter Hill Ventures Venture Capital
0.3x Cato Institute Think Tanks
0.2x The Daily Beast Journalism
0.2x The New York Times Journalism
0.2x The Atlantic Journalism
0.2x Environmental Journalists Culture and Political Economy
0.2x A16Z Venture Capital
0.2x Eurasia Group Think Tanks
0.1x Harper's Open Letter Culture and Political Economy
0.1x Populist Libertarians Culture and Political Economy
0.1x Founders Informal Community
0.1x The Intercept Journalism
0.1x Rationality Culture and Political Economy
0.1x IDEO Founder Collective Crypto
0.1x Black Lives Matter Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x EFF Culture and Political Economy
0.1x Hoover Institution Think Tanks
0.1x Bloomberg Opinion Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x Palladium Magazine Journalism
0.1x Belfer Center Think Tanks
0.1x RAND Corporation Think Tanks
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Bessemer Venture Capital
0.1x 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
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Founders Fund 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 Berggruen Institute Think Tanks
0.0x Financial Times Journalism
0.0x Homebrew Venture Capital
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Crypto VC Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Economist Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x Crypto Infrastructure Crypto
0.0x Benchmark Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x EconTwitter Science
0.0x Climate Solutions Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x My Climate Journey Venture Capital
0.0x Atlantic Council Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Epidimiology Twitter Science
0.0x Epidemiology Journalism Science
0.0x Standard Crypto Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Cosmos Crypto
0.0x Accel Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Crypto Investing Crypto
0.0x Decentralized Web Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
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 Ethereum Crypto
0.0x Crypto Political Economy Crypto
0.0x Progress Studies Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x Public Goods Funding Crypto