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?

impala-topic

YouTube Channel

vs. Baseline Lens Category
10.7x The Daily Beast Journalism
7.6x Wired Journalism
3.3x Techcrunch Journalism
3.1x Atlantic Council Think Tanks
3.0x The Economist Journalism
2.3x Brookings Think Tanks
1.8x BuzzFeed Journalism
1.0x Baseline system
0.9x Reality-Based Community system
0.4x Think Tanks system
0.3x Reuters Journalism
0.3x Hudson Institute Think Tanks
0.3x Homebrew Venture Capital
0.3x Wall Street Journal Journalism
0.3x The Intercept Journalism
0.2x Eurasia Group Think Tanks
0.2x The New York Times Journalism
0.2x EFF Culture and Political Economy
0.2x The Dispatch Journalism
0.1x The Atlantic Journalism
0.1x Center for American Progress Think Tanks
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Schumacher Circle Culture and Political Economy
0.1x Founders Fund Venture Capital
0.1x Fair Vote Culture and Political Economy
0.1x Council on Foreign Relations Think Tanks
0.1x Claremont Institute Culture and Political Economy
0.1x Environmental Defense Fund Culture and Political Economy
0.1x RAND Corporation Think Tanks
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Existential Risks Culture and Political Economy
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x New Yorker Journalism
0.1x Ars Technica Journalism
0.1x Polkadot Crypto
0.0x VICE Journalism
0.0x The New York Post Journalism
0.0x Rust Software Engineering
0.0x Belfer Center Think Tanks
0.0x Index Ventures Venture Capital
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Extinction Rebellion Culture and Political Economy
0.0x CNBC Journalism
0.0x Ecosocialism Culture and Political Economy
0.0x Accel Venture Capital
0.0x Stat News Journalism
0.0x Sierra Clib Culture and Political Economy
0.0x Asia Society Policy Institute Think Tanks
0.0x Bessemer Venture Capital
0.0x Sequioa Venture Capital
0.0x Epidimiology Twitter Science
0.0x Effective Altruism Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x Persuasion Community Culture and Political Economy
0.0x OANN Journalism
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x The Los Angeles Times Journalism
0.0x Urban Institute Think Tanks
0.0x Black Lives Matter Culture and Political Economy
0.0x Harper's Open Letter Culture and Political Economy
0.0x Financial Times Journalism
0.0x Heritage Foundation Think Tanks
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Ethereum Crypto
0.0x Philosophy Twitter Science
0.0x Biotech Science
0.0x My Climate Journey Venture Capital
0.0x Zig Software Engineering
0.0x Earth Institute Think Tanks
0.0x Decentralized Web Crypto
0.0x Standard Crypto Venture Capital
0.0x Sutter Hill Ventures 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 The Information Journalism
0.0x Epidemiology Journalism Science
0.0x Public Goods Funding Crypto
0.0x The Verge Journalism
0.0x RadicalxChange Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Crypto Angels Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x 350.org Culture and Political Economy
0.0x Crypto Political Economy Crypto
0.0x Benchmark Capital Venture Capital
0.0x Moderate Conservatism Culture and Political Economy
0.0x Crypto Journalists Crypto
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
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 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