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?

pearljamvevo

YouTube Channel

vs. Baseline Lens Category
49.0x The Intercept Journalism
3.4x Non-Fungible Tokens (NFTs) Crypto
3.4x Schumacher Circle Culture and Political Economy
3.4x Founders Fund Venture Capital
3.4x Fair Vote Culture and Political Economy
3.4x VICE Journalism
3.0x Claremont Institute Culture and Political Economy
2.8x Environmental Defense Fund Culture and Political Economy
2.4x RAND Corporation Think Tanks
2.0x Existential Risks Culture and Political Economy
1.9x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
1.5x Polkadot Crypto
1.2x Recode Journalism
1.0x Index Ventures Venture Capital
1.0x Rust Software Engineering
1.0x Belfer Center Think Tanks
1.0x Baseline system
0.8x Intergovernmental Panel on Climate Change (IPCC) Science
0.8x Extinction Rebellion Culture and Political Economy
0.7x CNBC Journalism
0.7x Ecosocialism Culture and Political Economy
0.6x Accel Venture Capital
0.5x Asia Society Policy Institute Think Tanks
0.5x Stat News Journalism
0.5x Techcrunch Journalism
0.5x Bessemer Venture Capital
0.5x The Atlantic Journalism
0.5x Hudson Institute Think Tanks
0.5x Eurasia Group Think Tanks
0.5x Sierra Clib Culture and Political Economy
0.4x Adam Smith Institute Think Tanks
0.4x Sequioa Venture Capital
0.4x Epidimiology Twitter Science
0.4x Reuters Journalism
0.4x Atlantic Council Think Tanks
0.4x The Economist Journalism
0.3x OANN Journalism
0.3x Populist Libertarians Culture and Political Economy
0.3x Black Lives Matter Culture and Political Economy
0.3x Cato Institute Think Tanks
0.2x Cosmos Crypto
0.2x The Los Angeles Times Journalism
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x Urban Institute Think Tanks
0.2x Columbia SIPA Center for Energy Policy Think Tanks
0.2x Financial Times Journalism
0.2x Heritage Foundation Think Tanks
0.2x Anarachists Culture and Political Economy
0.2x Biotech Science
0.2x Wall Street Journal Journalism
0.2x My Climate Journey Venture Capital
0.2x Peterson Institute for International Economics Think Tanks
0.2x Foundation Against Intolerance and Racism Culture and Political Economy
0.2x The New York Post Journalism
0.2x Philosophy Twitter Science
0.2x Hoover Institution Think Tanks
0.2x Zig Software Engineering
0.2x Degrowth Culture and Political Economy
0.2x Washington Post Journalism
0.2x Earth Institute Think Tanks
0.1x Ethereum Crypto
0.1x EFF Culture and Political Economy
0.1x Decentralized Web Crypto
0.1x Sutter Hill Ventures Venture Capital
0.1x Wired Journalism
0.1x BuzzFeed Journalism
0.1x Decentralized Finance (DeFi) Crypto
0.1x Standard Crypto Venture Capital
0.1x Harper's Open Letter Culture and Political Economy
0.1x Climate Solutions Culture and Political Economy
0.1x Crypto Infrastructure Crypto
0.1x Epidemiology Journalism Science
0.1x IDEO Founder Collective Crypto
0.1x Public Goods Funding Crypto
0.1x Persuasion Community Culture and Political Economy
0.1x Crypto VC Crypto
0.1x The Information Journalism
0.1x RadicalxChange Culture and Political Economy
0.1x Berggruen Institute Think Tanks
0.1x Khosla Ventures Venture Capital
0.1x Crypto Angels Crypto
0.1x The Verge Journalism
0.1x The Daily Beast Journalism
0.1x Benchmark Capital Venture Capital
0.1x 350.org Culture and Political Economy
0.1x Homebrew Venture Capital
0.0x Moderate Conservatism Culture and Political Economy
0.0x Crypto Journalists Crypto
0.0x Crypto Political Economy Crypto
0.0x Works in Progress Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x The Dispatch Journalism
0.0x Environmental Journalists Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Crypto Investing Crypto
0.0x Initialized Capital Venture Capital
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