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?

colino'leary

YouTube Channel

vs. Baseline Lens Category
11.1x Epidemiology Journalism Science
9.5x Black Lives Matter Culture and Political Economy
9.1x Epidimiology Twitter Science
5.4x The Verge Journalism
4.8x The Daily Beast Journalism
4.2x The Los Angeles Times Journalism
3.7x Sequioa Venture Capital
2.8x Wired Journalism
2.7x The Atlantic Journalism
2.0x The New York Times Journalism
1.5x Homebrew Venture Capital
1.0x Environmental Journalists Culture and Political Economy
1.0x Baseline system
1.0x Founders Informal Community
0.9x Reality-Based Community system
0.8x Ars Technica Journalism
0.8x Recode Journalism
0.7x Brookings Think Tanks
0.7x Washington Post Journalism
0.7x Non-Fungible Tokens (NFTs) Crypto
0.7x Schumacher Circle Culture and Political Economy
0.7x Founders Fund Venture Capital
0.7x Fair Vote Culture and Political Economy
0.6x Claremont Institute Culture and Political Economy
0.5x Environmental Defense Fund Culture and Political Economy
0.5x Bloomberg Opinion Journalism
0.5x New Yorker Journalism
0.5x Financial Times Journalism
0.5x RAND Corporation Think Tanks
0.4x Existential Risks Culture and Political Economy
0.3x Council on Foreign Relations Think Tanks
0.3x Biotech Science
0.3x Columbia SIPA Center for Energy Policy Think Tanks
0.3x IDEO Founder Collective Crypto
0.3x Stat News Journalism
0.3x Polkadot Crypto
0.2x Reuters Journalism
0.2x BuzzFeed Journalism
0.2x Ecomodernists Culture and Political Economy
0.2x Harper's Open Letter Culture and Political Economy
0.2x Wall Street Journal Journalism
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Think Tanks system
0.2x Techcrunch Journalism
0.2x Index Ventures Venture Capital
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x VICE Journalism
0.1x Extinction Rebellion Culture and Political Economy
0.1x CNBC Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Accel Venture Capital
0.1x Eurasia Group Think Tanks
0.1x Hoover Institution Think Tanks
0.1x Sierra Clib Culture and Political Economy
0.1x Asia Society Policy Institute Think Tanks
0.1x Bessemer Venture Capital
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Hudson Institute Think Tanks
0.1x The Information Journalism
0.1x Center for American Progress Think Tanks
0.1x Atlantic Council Think Tanks
0.1x Adam Smith Institute Think Tanks
0.1x The Economist Journalism
0.1x ClimateTwitter Science
0.1x OANN Journalism
0.1x Cato Institute Think Tanks
0.1x Populist Libertarians Culture and Political Economy
0.0x The Dispatch Journalism
0.0x Urban Institute Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Heritage Foundation Think Tanks
0.0x Initialized Capital Venture Capital
0.0x A16Z Venture Capital
0.0x Philosophy Twitter Science
0.0x The New York Post Journalism
0.0x My Climate Journey Venture Capital
0.0x Persuasion Community Culture and Political Economy
0.0x Peterson Institute for International Economics Think Tanks
0.0x Zig Software Engineering
0.0x Degrowth Culture and Political Economy
0.0x EconTwitter Science
0.0x Moderate Conservatism Culture and Political Economy
0.0x Earth Institute Think Tanks
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
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 Standard Crypto Venture Capital
0.0x Decentralized Finance (DeFi) Crypto
0.0x Anarachists Culture and Political Economy
0.0x Climate Solutions Culture and Political Economy
0.0x Crypto Infrastructure Crypto
0.0x Public Goods Funding Crypto
0.0x The Long Now Foundation Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x Khosla Ventures Venture Capital
0.0x Crypto Angels Crypto
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Mercatus Center Think Tanks
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Benchmark Capital Venture Capital
0.0x Crypto Political Economy Crypto
0.0x Crypto Journalists Crypto
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Crypto VC Crypto
0.0x Works in Progress Culture and Political Economy
0.0x The Intercept Journalism
0.0x Crypto Investing Crypto
0.0x Village Global Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Rationality Culture and Political Economy
0.0x Progress Studies Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism