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.io

Website

vs. Baseline Lens Category
179.5x Rust Software Engineering
52.8x Zig Software Engineering
39.6x Cosmos Crypto
27.5x Founders Fund Venture Capital
22.2x Existential Risks Culture and Political Economy
20.9x Accel Venture Capital
18.1x Polkadot Crypto
13.8x Sutter Hill Ventures Venture Capital
13.6x Y Combinator Venture Capital
12.2x Urban Institute Think Tanks
11.9x Crypto Infrastructure Crypto
11.6x RadicalxChange Culture and Political Economy
10.7x Social Epistemology Culture and Political Economy
9.8x Palladium Magazine Journalism
9.7x Standard Crypto Venture Capital
8.8x Decentralized Web Crypto
8.4x Bismark Analysis Culture and Political Economy
8.3x Rationality Culture and Political Economy
8.2x Intergovernmental Panel on Climate Change (IPCC) Science
7.1x Decentralized Finance (DeFi) Crypto
7.1x Decentralized Autonomous Organizations (DAOs) Crypto
6.2x Khosla Ventures Venture Capital
5.8x Crypto Investing Crypto
5.7x Atlantic Council Think Tanks
5.4x Epidimiology Twitter Science
4.9x Village Global Venture Capital
4.7x IDEO Founder Collective Crypto
4.7x Sequioa Venture Capital
4.5x Effective Altruism Culture and Political Economy
4.3x Index Ventures Venture Capital
4.3x Crypto Angels Crypto
4.2x Reality-Based Community system
4.2x Crypto VC Crypto
4.1x Crypto Political Economy Crypto
4.0x A16Z Venture Capital
4.0x Public Goods Funding Crypto
3.5x Ethereum Crypto
3.4x Mercatus Center Think Tanks
3.4x ClimateTwitter Science
3.4x Progress Studies Culture and Political Economy
3.2x Columbia SIPA Center for Energy Policy Think Tanks
3.2x My Climate Journey Venture Capital
3.1x Epidemiology Journalism Science
2.7x Schumacher Circle Culture and Political Economy
2.7x RAND Corporation Think Tanks
2.7x Peterson Institute for International Economics Think Tanks
2.7x The Dispatch Journalism
2.5x The Verge Journalism
2.4x Crypto Journalists Crypto
2.3x The Long Now Foundation Culture and Political Economy
2.3x Think Tanks system
2.2x Financial Times Journalism
2.2x American Enterprise Institute Think Tanks
2.2x National Bureau of Economic Research Think Tanks
2.1x EconTwitter Science
2.1x Initialized Capital Venture Capital
2.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
1.9x Wired Journalism
1.9x Fair Vote Culture and Political Economy
1.8x Bloomberg Opinion Journalism
1.8x Benchmark Capital Venture Capital
1.8x Works in Progress Culture and Political Economy
1.7x Bessemer Venture Capital
1.7x Ars Technica Journalism
1.7x VICE Journalism
1.6x The Atlantic Journalism
1.6x Biotech Science
1.5x Heterodox Academy Culture and Political Economy
1.5x Council on Foreign Relations Think Tanks
1.5x Homebrew Venture Capital
1.5x Ecomodernists Culture and Political Economy
1.4x Black Lives Matter Culture and Political Economy
1.4x Moderate Conservatism Culture and Political Economy
1.4x Niskanen Center Think Tanks
1.4x Foreign Policy Journalism
1.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
1.3x Founders Informal Community
1.3x Berggruen Institute Think Tanks
1.2x Earth Institute Think Tanks
1.2x New Yorker Journalism
1.2x Brookings Think Tanks
1.0x Baseline system
0.9x The Information Journalism
0.9x Anarachists Culture and Political Economy
0.9x Recode Journalism
0.8x Philosophy Twitter Science
0.8x Center for American Progress Think Tanks
0.8x Environmental Journalists Culture and Political Economy
0.8x The Los Angeles Times Journalism
0.8x EFF Culture and Political Economy
0.6x The New York Times Journalism
0.6x Adam Smith Institute Think Tanks
0.6x Belfer Center Think Tanks
0.6x BuzzFeed Journalism
0.6x The Intercept Journalism
0.6x The Economist Journalism
0.5x Climate Solutions Culture and Political Economy
0.5x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.5x Wall Street Journal Journalism
0.4x Environmental Defense Fund Culture and Political Economy
0.4x Foundation Against Intolerance and Racism Culture and Political Economy
0.4x Persuasion Community Culture and Political Economy
0.4x Hoover Institution Think Tanks
0.4x CNBC Journalism
0.4x Extinction Rebellion Culture and Political Economy
0.3x Eurasia Group Think Tanks
0.3x Non-Fungible Tokens (NFTs) Crypto
0.3x Hudson Institute Think Tanks
0.3x Claremont Institute Culture and Political Economy
0.3x Populist Libertarians Culture and Political Economy
0.3x The New York Post Journalism
0.3x Stat News Journalism
0.3x Washington Post Journalism
0.3x Cato Institute Think Tanks
0.2x Techcrunch Journalism
0.2x Harper's Open Letter Culture and Political Economy
0.2x Degrowth Culture and Political Economy
0.2x Heritage Foundation Think Tanks
0.2x Asia Society Policy Institute Think Tanks
0.1x 350.org Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x The Daily Beast Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x Newsmax Journalism
0.0x OANN Journalism
0.0x Reuters Journalism