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?

jeff-jackson.medium.com

Medium Blog

vs. Baseline Lens Category
44.6x The Economist Journalism
18.8x Bloomberg Opinion Journalism
16.3x Works in Progress Culture and Political Economy
12.0x Financial Times Journalism
11.3x Peterson Institute for International Economics Think Tanks
9.9x Eurasia Group Think Tanks
9.7x The New York Post Journalism
9.6x Wall Street Journal Journalism
8.5x EconTwitter Science
5.9x Crypto Journalists Crypto
5.9x Benchmark Capital Venture Capital
5.8x CNBC Journalism
4.9x Niskanen Center Think Tanks
4.9x Foreign Policy Journalism
3.6x Degrowth Culture and Political Economy
3.6x Fair Vote Culture and Political Economy
3.6x Schumacher Circle Culture and Political Economy
3.5x Adam Smith Institute Think Tanks
3.4x Mercatus Center Think Tanks
2.6x Berggruen Institute Think Tanks
2.4x Crypto VC Crypto
2.0x Reality-Based Community system
1.9x Progress Studies Culture and Political Economy
1.6x Newsmax Journalism
1.6x Brookings Think Tanks
1.6x Social Epistemology Culture and Political Economy
1.6x Crypto Investing Crypto
1.4x Ars Technica Journalism
1.4x Think Tanks system
1.1x Extinction Rebellion Culture and Political Economy
1.1x Khosla Ventures Venture Capital
1.0x Baseline system
1.0x Reuters Journalism
0.9x Initialized Capital Venture Capital
0.9x Homebrew Venture Capital
0.9x Heritage Foundation Think Tanks
0.8x Environmental Defense Fund Culture and Political Economy
0.8x The Atlantic Journalism
0.8x Asia Society Policy Institute Think Tanks
0.7x ClimateTwitter Science
0.7x Atlantic Council Think Tanks
0.7x Intergovernmental Panel on Climate Change (IPCC) Science
0.7x Existential Risks Culture and Political Economy
0.6x American Enterprise Institute Think Tanks
0.6x National Bureau of Economic Research Think Tanks
0.6x Anarachists Culture and Political Economy
0.5x Council on Foreign Relations Think Tanks
0.5x Claremont Institute Culture and Political Economy
0.5x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.5x Polkadot Crypto
0.5x Center for American Progress Think Tanks
0.5x Harper's Open Letter Culture and Political Economy
0.4x Philosophy Twitter Science
0.4x OANN Journalism
0.4x Zig Software Engineering
0.4x Urban Institute Think Tanks
0.4x RAND Corporation Think Tanks
0.4x Decentralized Finance (DeFi) Crypto
0.4x Recode Journalism
0.4x Index Ventures Venture Capital
0.3x Rationality Culture and Political Economy
0.3x Palladium Magazine Journalism
0.2x A16Z Venture Capital
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 Hudson Institute Think Tanks
0.2x Belfer Center Think Tanks
0.2x Ecomodernists Culture and Political Economy
0.2x Crypto Infrastructure Crypto
0.2x Stat News Journalism
0.2x Sequioa Venture Capital
0.2x 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 Techcrunch Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x Washington Post Journalism
0.1x Sierra Clib Culture and Political Economy
0.1x Accel Venture Capital
0.1x The Dispatch Journalism
0.1x Columbia SIPA Center for Energy Policy Think Tanks
0.1x Rust Software Engineering
0.1x 350.org Culture and Political Economy
0.1x Earth Institute Think Tanks
0.1x Sutter Hill Ventures Venture Capital
0.1x Biotech Science
0.1x Cosmos Crypto
0.1x VICE Journalism
0.1x RadicalxChange Culture and Political Economy
0.1x IDEO Founder Collective Crypto
0.1x BuzzFeed Journalism
0.1x Hoover Institution Think Tanks
0.1x Cato Institute Think Tanks
0.1x Founders Fund Venture Capital
0.1x The Long Now Foundation Culture and Political Economy
0.1x Bismark Analysis Culture and Political Economy
0.1x My Climate Journey Venture Capital
0.1x Y Combinator Venture Capital
0.1x Village Global Venture Capital
0.1x Black Lives Matter Culture and Political Economy
0.1x EFF Culture and Political Economy
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Ethereum Crypto
0.0x Wired Journalism
0.0x The Information Journalism
0.0x The Intercept Journalism
0.0x Standard Crypto Venture Capital
0.0x Crypto Angels Crypto
0.0x Epidimiology Twitter Science
0.0x Ecosocialism Culture and Political Economy
0.0x The Verge Journalism
0.0x Public Goods Funding Crypto
0.0x Epidemiology Journalism Science
0.0x Environmental Journalists 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 Heterodox Academy Culture and Political Economy