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?

acluvideos

YouTube Channel

vs. Baseline Lens Category
114.7x Sierra Clib Culture and Political Economy
101.9x Black Lives Matter Culture and Political Economy
22.3x EFF Culture and Political Economy
17.2x Sutter Hill Ventures Venture Capital
16.9x My Climate Journey Venture Capital
14.5x Founders Informal Community
10.7x Center for American Progress Think Tanks
6.7x Columbia SIPA Center for Energy Policy Think Tanks
6.4x Cosmos Crypto
3.5x Non-Fungible Tokens (NFTs) Crypto
3.5x Schumacher Circle Culture and Political Economy
3.5x Founders Fund Venture Capital
3.5x Fair Vote Culture and Political Economy
3.1x Degrowth Culture and Political Economy
3.1x Claremont Institute Culture and Political Economy
2.9x Environmental Defense Fund Culture and Political Economy
2.5x RAND Corporation Think Tanks
2.1x Existential Risks Culture and Political Economy
2.0x The New York Times Journalism
1.8x Social Epistemology Culture and Political Economy
1.6x Polkadot Crypto
1.1x Rationality Culture and Political Economy
1.1x Adam Smith Institute Think Tanks
1.1x Rust Software Engineering
1.1x Belfer Center Think Tanks
1.0x Baseline system
0.9x New Yorker Journalism
0.9x Intergovernmental Panel on Climate Change (IPCC) Science
0.8x Extinction Rebellion Culture and Political Economy
0.8x Index Ventures Venture Capital
0.7x ClimateTwitter Science
0.7x CNBC Journalism
0.7x Ecosocialism Culture and Political Economy
0.6x Accel Venture Capital
0.6x Stat News Journalism
0.5x EconTwitter Science
0.4x Sequioa Venture Capital
0.4x Epidimiology Twitter Science
0.4x Asia Society Policy Institute Think Tanks
0.4x Atlantic Council Think Tanks
0.4x Council on Foreign Relations Think Tanks
0.4x Bessemer Venture Capital
0.4x The Economist Journalism
0.4x Hudson Institute Think Tanks
0.4x Eurasia Group Think Tanks
0.3x Harper's Open Letter Culture and Political Economy
0.3x Benchmark Capital Venture Capital
0.3x Reuters Journalism
0.3x Cato Institute Think Tanks
0.3x The Los Angeles Times Journalism
0.2x Urban Institute Think Tanks
0.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x OANN Journalism
0.2x Populist Libertarians Culture and Political Economy
0.2x Financial Times Journalism
0.2x Ethereum Crypto
0.2x Heritage Foundation Think Tanks
0.2x A16Z Venture Capital
0.2x Berggruen Institute Think Tanks
0.2x Wall Street Journal Journalism
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x Philosophy Twitter Science
0.2x Crypto Infrastructure Crypto
0.2x Washington Post Journalism
0.2x Ecomodernists Culture and Political Economy
0.1x Wired Journalism
0.1x Techcrunch Journalism
0.1x BuzzFeed Journalism
0.1x Biotech Science
0.1x Peterson Institute for International Economics Think Tanks
0.1x Standard Crypto Venture Capital
0.1x Hoover Institution Think Tanks
0.1x Zig Software Engineering
0.1x Earth Institute Think Tanks
0.1x Decentralized Web Crypto
0.1x Crypto VC Crypto
0.1x The Information Journalism
0.1x Decentralized Finance (DeFi) Crypto
0.1x Anarachists Culture and Political Economy
0.1x VICE Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x Epidemiology Journalism Science
0.1x IDEO Founder Collective Crypto
0.1x Recode Journalism
0.1x Public Goods Funding Crypto
0.1x The Verge Journalism
0.1x The Daily Beast Journalism
0.1x RadicalxChange Culture and Political Economy
0.1x 350.org Culture and Political Economy
0.1x Khosla Ventures Venture Capital
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 The Long Now Foundation Culture and Political Economy
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Persuasion Community 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 The Dispatch Journalism
0.0x Environmental Journalists Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x The Intercept Journalism
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 Bismark Analysis Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Progress Studies Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Newsmax Journalism