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?

seancarroll

YouTube Channel

vs. Baseline Lens Category
26.6x Philosophy Twitter Science
16.4x Foundation Against Intolerance and Racism Culture and Political Economy
15.6x ClimateTwitter Science
6.4x Persuasion Community Culture and Political Economy
5.4x Social Epistemology Culture and Political Economy
4.8x Rationality Culture and Political Economy
4.1x Columbia SIPA Center for Energy Policy Think Tanks
3.9x Effective Altruism Culture and Political Economy
3.8x Harper's Open Letter Culture and Political Economy
2.4x Reality-Based Community system
2.2x IDEO Founder Collective Crypto
2.2x Degrowth Culture and Political Economy
2.2x The Verge Journalism
1.4x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.3x Non-Fungible Tokens (NFTs) Crypto
1.3x Schumacher Circle Culture and Political Economy
1.3x Founders Fund Venture Capital
1.3x Fair Vote Culture and Political Economy
1.1x Claremont Institute Culture and Political Economy
1.1x EconTwitter Science
1.0x Environmental Defense Fund Culture and Political Economy
1.0x Baseline system
0.9x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.9x RAND Corporation Think Tanks
0.8x Existential Risks Culture and Political Economy
0.7x Wall Street Journal Journalism
0.7x Village Global Venture Capital
0.7x The Atlantic Journalism
0.6x Polkadot Crypto
0.5x Heterodox Academy Culture and Political Economy
0.4x Rust Software Engineering
0.4x Belfer Center Think Tanks
0.4x The New York Times Journalism
0.3x Ecomodernists Culture and Political Economy
0.3x Intergovernmental Panel on Climate Change (IPCC) Science
0.3x Extinction Rebellion Culture and Political Economy
0.3x CNBC Journalism
0.3x Ecosocialism Culture and Political Economy
0.2x Accel Venture Capital
0.2x Index Ventures Venture Capital
0.2x Stat News Journalism
0.2x Mercatus Center Think Tanks
0.2x Sierra Clib Culture and Political Economy
0.2x Sequioa Venture Capital
0.1x Epidimiology Twitter Science
0.1x New Yorker Journalism
0.1x Atlantic Council Think Tanks
0.1x The Economist Journalism
0.1x Asia Society Policy Institute Think Tanks
0.1x Cato Institute Think Tanks
0.1x Bessemer Venture Capital
0.1x Anarachists Culture and Political Economy
0.1x The Los Angeles Times Journalism
0.1x Urban Institute Think Tanks
0.1x Crypto VC Crypto
0.1x Financial Times Journalism
0.1x Heritage Foundation Think Tanks
0.1x The New York Post Journalism
0.1x OANN Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Wired Journalism
0.0x BuzzFeed Journalism
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Standard Crypto Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Zig Software Engineering
0.0x The Information Journalism
0.0x Earth Institute Think Tanks
0.0x VICE Journalism
0.0x Ethereum Crypto
0.0x EFF Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Climate Solutions Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Epidemiology Journalism Science
0.0x 350.org Culture and Political Economy
0.0x Public Goods Funding Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Crypto Angels Crypto
0.0x Benchmark Capital Venture Capital
0.0x Homebrew Venture Capital
0.0x Crypto Journalists Crypto
0.0x Works in Progress Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Environmental Journalists Culture and Political Economy
0.0x The Intercept Journalism
0.0x Initialized Capital Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Newsmax Journalism