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?

pilsencommunitybooks

YouTube Channel

vs. Baseline Lens Category
67.7x Ecosocialism Culture and Political Economy
13.3x Degrowth Culture and Political Economy
8.9x Black Lives Matter Culture and Political Economy
7.0x Anarachists Culture and Political Economy
5.6x VICE Journalism
4.2x Environmental Journalists Culture and Political Economy
1.6x RadicalxChange Culture and Political Economy
1.5x Berggruen Institute Think Tanks
1.5x Columbia SIPA Center for Energy Policy Think Tanks
1.3x Niskanen Center Think Tanks
1.3x Foreign Policy Journalism
1.2x Non-Fungible Tokens (NFTs) Crypto
1.2x Schumacher Circle Culture and Political Economy
1.2x Founders Fund Venture Capital
1.2x Fair Vote Culture and Political Economy
1.0x Claremont Institute Culture and Political Economy
1.0x Baseline system
0.9x Environmental Defense Fund Culture and Political Economy
0.9x Harper's Open Letter Culture and Political Economy
0.9x EconTwitter Science
0.8x RAND Corporation Think Tanks
0.7x Existential Risks Culture and Political Economy
0.6x Financial Times Journalism
0.5x Polkadot Crypto
0.5x Wall Street Journal Journalism
0.3x Rust Software Engineering
0.3x Belfer Center Think Tanks
0.3x Intergovernmental Panel on Climate Change (IPCC) Science
0.3x Council on Foreign Relations Think Tanks
0.3x Center for American Progress Think Tanks
0.3x Index Ventures Venture Capital
0.3x Extinction Rebellion Culture and Political Economy
0.2x CNBC Journalism
0.2x New Yorker Journalism
0.2x Accel Venture Capital
0.2x Stat News Journalism
0.2x Reuters Journalism
0.2x Sierra Clib Culture and Political Economy
0.1x Asia Society Policy Institute Think Tanks
0.1x Sequioa Venture Capital
0.1x Epidimiology Twitter Science
0.1x Bessemer Venture Capital
0.1x Hudson Institute Think Tanks
0.1x Atlantic Council Think Tanks
0.1x Eurasia Group Think Tanks
0.1x The Economist Journalism
0.1x Peterson Institute for International Economics Think Tanks
0.1x Cato Institute Think Tanks
0.1x Techcrunch Journalism
0.1x The Los Angeles Times Journalism
0.1x OANN Journalism
0.1x Urban Institute Think Tanks
0.1x Populist Libertarians Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Cosmos Crypto
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x Philosophy Twitter Science
0.1x The New York Post Journalism
0.0x Biotech Science
0.0x Wired Journalism
0.0x My Climate Journey Venture Capital
0.0x BuzzFeed Journalism
0.0x Zig Software Engineering
0.0x Standard Crypto Venture Capital
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 Decentralized Finance (DeFi) Crypto
0.0x The Information Journalism
0.0x Climate Solutions Culture and Political Economy
0.0x Epidemiology Journalism Science
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 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 Benchmark Capital Venture Capital
0.0x Homebrew Venture Capital
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
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 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 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