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?

macolfaniel.medium.com

Medium Blog

vs. Baseline Lens Category
20.4x Black Lives Matter Culture and Political Economy
9.6x Environmental Journalists Culture and Political Economy
9.0x New Yorker Journalism
2.9x The Atlantic Journalism
2.7x Wall Street Journal Journalism
2.6x Wired Journalism
2.6x Fair Vote Culture and Political Economy
2.6x Schumacher Circle Culture and Political Economy
2.1x Epidemiology Journalism Science
2.1x The New York Times Journalism
1.3x Founders Informal Community
1.0x Newsmax Journalism
1.0x Baseline system
0.8x Extinction Rebellion Culture and Political Economy
0.7x IDEO Founder Collective Crypto
0.6x Heritage Foundation Think Tanks
0.6x Environmental Defense Fund Culture and Political Economy
0.6x Harper's Open Letter Culture and Political Economy
0.5x Intergovernmental Panel on Climate Change (IPCC) Science
0.5x Asia Society Policy Institute Think Tanks
0.5x Recode Journalism
0.5x Existential Risks Culture and Political Economy
0.4x BuzzFeed Journalism
0.4x Anarachists Culture and Political Economy
0.4x Claremont Institute Culture and Political Economy
0.3x Polkadot Crypto
0.3x Center for American Progress Think Tanks
0.3x Philosophy Twitter Science
0.3x Urban Institute Think Tanks
0.3x RAND Corporation Think Tanks
0.3x The Economist Journalism
0.3x OANN Journalism
0.3x Zig Software Engineering
0.2x Index Ventures Venture Capital
0.2x Eurasia Group Think Tanks
0.2x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.2x Non-Fungible Tokens (NFTs) Crypto
0.2x The Los Angeles Times Journalism
0.2x Degrowth Culture and Political Economy
0.2x Belfer Center Think Tanks
0.1x Hudson Institute Think Tanks
0.1x CNBC Journalism
0.1x Stat News Journalism
0.1x Reuters Journalism
0.1x Sequioa Venture Capital
0.1x Financial Times Journalism
0.1x Berggruen Institute Think Tanks
0.1x Decentralized Web Crypto
0.1x Bessemer Venture Capital
0.1x Populist Libertarians Culture and Political Economy
0.1x Effective Altruism Culture and Political Economy
0.1x Climate Solutions Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x Accel Venture Capital
0.1x Rust Software Engineering
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x 350.org Culture and Political Economy
0.1x Benchmark Capital Venture Capital
0.1x Peterson Institute for International Economics Think Tanks
0.1x Palladium Magazine Journalism
0.1x VICE Journalism
0.1x Earth Institute Think Tanks
0.1x Sutter Hill Ventures Venture Capital
0.1x Biotech Science
0.1x Cosmos Crypto
0.1x Techcrunch Journalism
0.1x Cato Institute Think Tanks
0.0x RadicalxChange Culture and Political Economy
0.0x Founders Fund Venture Capital
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x My Climate Journey Venture Capital
0.0x Crypto Infrastructure Crypto
0.0x Works in Progress Culture and Political Economy
0.0x Village Global Venture Capital
0.0x The Information Journalism
0.0x Progress Studies Culture and Political Economy
0.0x EFF Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Ethereum Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Standard Crypto Venture Capital
0.0x Atlantic Council Think Tanks
0.0x The Intercept Journalism
0.0x Epidimiology Twitter Science
0.0x Ecosocialism Culture and Political Economy
0.0x The Verge Journalism
0.0x Crypto Angels Crypto
0.0x Khosla Ventures Venture Capital
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Initialized Capital Venture Capital
0.0x Crypto Investing Crypto
0.0x Public Goods Funding Crypto
0.0x Social Epistemology Culture and Political Economy
0.0x Moderate Conservatism Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x The Daily Beast Journalism
0.0x Rationality Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Homebrew Venture Capital