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?

universityofmichigan

YouTube Channel

vs. Baseline Lens Category
36.9x Epidimiology Twitter Science
26.2x Biotech Science
18.3x Stat News Journalism
10.2x Columbia SIPA Center for Energy Policy Think Tanks
6.0x Epidemiology Journalism Science
3.1x The New York Times Journalism
3.0x Washington Post Journalism
2.7x Ars Technica Journalism
2.4x Think Tanks system
2.3x Brookings Think Tanks
2.0x Center for American Progress Think Tanks
1.8x American Enterprise Institute Think Tanks
1.8x National Bureau of Economic Research Think Tanks
1.7x The Los Angeles Times Journalism
1.3x Reality-Based Community system
1.3x RadicalxChange Culture and Political Economy
1.0x Baseline system
0.9x Peterson Institute for International Economics Think Tanks
0.9x Bloomberg Opinion Journalism
0.9x Wall Street Journal Journalism
0.8x Benchmark Capital Venture Capital
0.8x Non-Fungible Tokens (NFTs) Crypto
0.8x Schumacher Circle Culture and Political Economy
0.8x Founders Fund Venture Capital
0.8x Fair Vote Culture and Political Economy
0.7x Claremont Institute Culture and Political Economy
0.6x Environmental Defense Fund Culture and Political Economy
0.6x Founders Informal Community
0.5x RAND Corporation Think Tanks
0.4x Existential Risks Culture and Political Economy
0.4x EconTwitter Science
0.4x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.3x Polkadot Crypto
0.3x Recode Journalism
0.2x Mercatus Center Think Tanks
0.2x Harper's Open Letter Culture and Political Economy
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Reuters Journalism
0.2x Eurasia Group Think Tanks
0.2x The Atlantic Journalism
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.2x Extinction Rebellion Culture and Political Economy
0.2x Council on Foreign Relations Think Tanks
0.2x Index Ventures Venture Capital
0.2x Y Combinator Venture Capital
0.2x CNBC Journalism
0.1x Ecosocialism Culture and Political Economy
0.1x Accel Venture Capital
0.1x Sierra Clib Culture and Political Economy
0.1x Sequioa Venture Capital
0.1x Atlantic Council Think Tanks
0.1x The Economist Journalism
0.1x Asia Society Policy Institute Think Tanks
0.1x Bessemer Venture Capital
0.1x Hudson Institute Think Tanks
0.1x Niskanen Center Think Tanks
0.1x Foreign Policy Journalism
0.1x New Yorker Journalism
0.1x Cato Institute Think Tanks
0.1x Urban Institute Think Tanks
0.0x OANN Journalism
0.0x Financial Times Journalism
0.0x Populist Libertarians Culture and Political Economy
0.0x The New York Post Journalism
0.0x Heritage Foundation Think Tanks
0.0x Black Lives Matter Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Philosophy Twitter Science
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Wired Journalism
0.0x BuzzFeed Journalism
0.0x My Climate Journey Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Zig Software Engineering
0.0x Degrowth Culture and Political Economy
0.0x Earth Institute Think Tanks
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 The Information Journalism
0.0x Decentralized Finance (DeFi) Crypto
0.0x VICE Journalism
0.0x Anarachists Culture and Political Economy
0.0x Climate Solutions Culture and Political Economy
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x The Verge Journalism
0.0x The Daily Beast Journalism
0.0x 350.org Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Crypto Angels Crypto
0.0x Crypto Political Economy Crypto
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Homebrew Venture Capital
0.0x Moderate Conservatism Culture and Political Economy
0.0x Crypto Journalists Crypto
0.0x Works in Progress Culture and Political Economy
0.0x Environmental Journalists Culture and Political Economy
0.0x The Intercept 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 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 Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism