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?

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YouTube Channel

vs. Baseline Lens Category
65.2x Asia Society Policy Institute Think Tanks
45.0x Adam Smith Institute Think Tanks
29.0x My Climate Journey Venture Capital
22.7x Founders Informal Community
20.3x Bessemer Venture Capital
17.0x Center for American Progress Think Tanks
5.8x Homebrew Venture Capital
5.7x Moderate Conservatism Culture and Political Economy
5.2x Black Lives Matter Culture and Political Economy
4.7x Wall Street Journal Journalism
4.6x Eurasia Group Think Tanks
4.6x Think Tanks system
4.3x Brookings Think Tanks
4.3x Columbia SIPA Center for Energy Policy Think Tanks
4.3x The Intercept Journalism
3.8x Khosla Ventures Venture Capital
3.7x The Atlantic Journalism
3.5x Recode Journalism
2.9x The Daily Beast Journalism
2.4x Niskanen Center Think Tanks
2.4x Foreign Policy Journalism
2.0x EFF Culture and Political Economy
2.0x Non-Fungible Tokens (NFTs) Crypto
2.0x Schumacher Circle Culture and Political Economy
2.0x Founders Fund Venture Capital
2.0x Fair Vote Culture and Political Economy
1.7x Claremont Institute Culture and Political Economy
1.6x Environmental Defense Fund Culture and Political Economy
1.6x Council on Foreign Relations Think Tanks
1.6x Ecomodernists Culture and Political Economy
1.4x RAND Corporation Think Tanks
1.3x EconTwitter Science
1.2x Reality-Based Community system
1.2x Existential Risks Culture and Political Economy
1.1x Biotech Science
1.0x Baseline system
0.9x Berggruen Institute Think Tanks
0.9x Harper's Open Letter Culture and Political Economy
0.9x Polkadot Crypto
0.8x New Yorker Journalism
0.7x VICE Journalism
0.6x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.6x Rust Software Engineering
0.6x Belfer Center Think Tanks
0.5x Intergovernmental Panel on Climate Change (IPCC) Science
0.4x ClimateTwitter Science
0.4x Extinction Rebellion Culture and Political Economy
0.4x Index Ventures Venture Capital
0.4x CNBC Journalism
0.4x Ecosocialism Culture and Political Economy
0.4x Accel Venture Capital
0.3x Reuters Journalism
0.3x The New York Times Journalism
0.3x Stat News Journalism
0.3x Hudson Institute Think Tanks
0.3x The Dispatch Journalism
0.3x Sierra Clib Culture and Political Economy
0.3x American Enterprise Institute Think Tanks
0.3x National Bureau of Economic Research Think Tanks
0.2x Sequioa Venture Capital
0.2x Epidimiology Twitter Science
0.2x Atlantic Council Think Tanks
0.2x The Economist Journalism
0.2x A16Z Venture Capital
0.2x Cato Institute Think Tanks
0.2x Techcrunch Journalism
0.1x The Los Angeles Times Journalism
0.1x Urban Institute Think Tanks
0.1x OANN Journalism
0.1x The New York Post Journalism
0.1x Populist Libertarians Culture and Political Economy
0.1x Financial Times Journalism
0.1x Heritage Foundation Think Tanks
0.1x Cosmos Crypto
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Philosophy Twitter Science
0.1x Washington Post Journalism
0.1x Persuasion Community Culture and Political Economy
0.1x Wired Journalism
0.1x BuzzFeed Journalism
0.1x Peterson Institute for International Economics Think Tanks
0.1x Hoover Institution Think Tanks
0.1x Standard Crypto Venture Capital
0.1x Zig Software Engineering
0.1x Degrowth Culture and Political Economy
0.1x Earth Institute Think Tanks
0.1x Ethereum Crypto
0.1x Decentralized Web Crypto
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Sutter Hill Ventures Venture Capital
0.1x Climate Solutions Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x The Information Journalism
0.0x Anarachists Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Crypto Infrastructure Crypto
0.0x Epidemiology Journalism Science
0.0x IDEO Founder Collective Crypto
0.0x Public Goods Funding Crypto
0.0x The Verge Journalism
0.0x RadicalxChange Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Crypto Angels Crypto
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Benchmark Capital Venture Capital
0.0x Electronic Privacy Information Center (EPIC) 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 Crypto Investing Crypto
0.0x Initialized Capital Venture Capital
0.0x Village Global Venture Capital
0.0x Y Combinator Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Palladium Magazine Journalism
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