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/smithsonian/openaccess

GitHub

vs. Baseline Lens Category
23.1x Wired Journalism
2.5x VICE Journalism
2.0x Homebrew Venture Capital
1.1x Recode Journalism
1.0x Baseline system
1.0x New Yorker Journalism
0.9x BuzzFeed Journalism
0.8x Columbia SIPA Center for Energy Policy Think Tanks
0.8x The Los Angeles Times Journalism
0.7x Degrowth Culture and Political Economy
0.6x Reality-Based Community system
0.4x The New York Times Journalism
0.3x The Atlantic Journalism
0.2x Wall Street Journal Journalism
0.2x My Climate Journey Venture Capital
0.1x Reuters Journalism
0.1x Epidemiology Journalism Science
0.1x Sutter Hill Ventures Venture Capital
0.1x Bloomberg Opinion Journalism
0.1x Ars Technica Journalism
0.1x Washington Post Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.0x OANN Journalism
0.0x Environmental Defense Fund Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Extinction Rebellion Culture and Political Economy
0.0x Schumacher Circle Culture and Political Economy
0.0x Fair Vote Culture and Political Economy
0.0x Asia Society Policy Institute Think Tanks
0.0x Philosophy Twitter Science
0.0x Newsmax Journalism
0.0x 350.org Culture and Political Economy
0.0x The Economist Journalism
0.0x Heritage Foundation Think Tanks
0.0x Claremont Institute Culture and Political Economy
0.0x Ecosocialism Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x Y Combinator Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Environmental Journalists Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x The Intercept Journalism
0.0x CNBC Journalism
0.0x Black Lives Matter Culture and Political Economy
0.0x Belfer Center Think Tanks
0.0x Rationality Culture and Political Economy
0.0x RAND Corporation Think Tanks
0.0x Bessemer Venture Capital
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x A16Z Venture Capital
0.0x Founders Fund Venture Capital
0.0x Anarachists Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Progress Studies Culture and Political Economy
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x The Verge Journalism
0.0x The Long Now Foundation Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Works in Progress Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Epidimiology Twitter Science
0.0x Village Global Venture Capital
0.0x Crypto Infrastructure Crypto
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
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 Bismark Analysis Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Cosmos Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto