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
7.6x BuzzFeed Journalism
6.0x The Intercept Journalism
2.7x ClimateTwitter Science
1.0x Baseline system
1.0x Degrowth Culture and Political Economy
0.7x Non-Fungible Tokens (NFTs) Crypto
0.7x Schumacher Circle Culture and Political Economy
0.7x Founders Fund Venture Capital
0.7x Fair Vote Culture and Political Economy
0.6x Claremont Institute Culture and Political Economy
0.5x Environmental Defense Fund Culture and Political Economy
0.5x Washington Post Journalism
0.5x RAND Corporation Think Tanks
0.4x Harper's Open Letter Culture and Political Economy
0.4x Existential Risks Culture and Political Economy
0.3x The Daily Beast Journalism
0.3x Berggruen Institute Think Tanks
0.3x Polkadot Crypto
0.2x Rust Software Engineering
0.2x Belfer Center Think Tanks
0.2x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Extinction Rebellion Culture and Political Economy
0.1x Index Ventures Venture Capital
0.1x Ecosocialism Culture and Political Economy
0.1x Accel Venture Capital
0.1x Stat News Journalism
0.1x Sierra Clib Culture and Political Economy
0.1x Sequioa Venture Capital
0.1x Atlantic Council Think Tanks
0.1x Bessemer Venture Capital
0.1x The Economist Journalism
0.1x Cato Institute Think Tanks
0.0x Urban Institute Think Tanks
0.0x OANN Journalism
0.0x Heritage Foundation Think Tanks
0.0x Cosmos Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Philosophy Twitter Science
0.0x My Climate Journey Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Zig Software Engineering
0.0x Sutter Hill Ventures Venture Capital
0.0x The Information Journalism
0.0x The Verge Journalism
0.0x 350.org Culture and Political Economy
0.0x Crypto Angels Crypto
0.0x Crypto Political Economy Crypto
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Crypto Journalists Crypto
0.0x Environmental Journalists Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Newsmax Journalism