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?

github.com/3araht/giabalanai

GitHub

vs. Baseline Lens Category
33.8x The Intercept Journalism
9.5x Recode Journalism
3.8x VICE Journalism
3.6x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
3.5x New Yorker Journalism
3.4x Wired Journalism
2.5x The New York Times Journalism
1.4x The New York Post Journalism
1.0x Baseline system
0.8x Ars Technica Journalism
0.6x Degrowth Culture and Political Economy
0.6x Persuasion Community Culture and Political Economy
0.4x Reuters Journalism
0.3x Initialized Capital Venture Capital
0.3x OANN Journalism
0.3x Adam Smith Institute Think Tanks
0.3x Asia Society Policy Institute Think Tanks
0.3x The Atlantic Journalism
0.3x Newsmax Journalism
0.3x Hudson Institute Think Tanks
0.2x Environmental Defense Fund Culture and Political Economy
0.2x Sierra Clib Culture and Political Economy
0.2x Extinction Rebellion Culture and Political Economy
0.2x Schumacher Circle Culture and Political Economy
0.2x Fair Vote Culture and Political Economy
0.2x Philosophy Twitter Science
0.2x Brookings Think Tanks
0.2x 350.org Culture and Political Economy
0.2x Heritage Foundation Think Tanks
0.2x Claremont Institute Culture and Political Economy
0.2x Ecosocialism Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x The Daily Beast Journalism
0.2x Environmental Journalists Culture and Political Economy
0.1x Eurasia Group Think Tanks
0.1x Populist Libertarians Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x EFF Culture and Political Economy
0.1x CNBC Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x Founders Informal Community
0.1x Bessemer Venture Capital
0.1x Belfer Center Think Tanks
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Anarachists Culture and Political Economy
0.0x Techcrunch Journalism
0.0x Founders Fund Venture Capital
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Earth Institute Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Homebrew Venture Capital
0.0x Khosla Ventures Venture Capital
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Benchmark Capital Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Peterson Institute for International Economics Think Tanks
0.0x Epidemiology Journalism Science
0.0x Atlantic Council Think Tanks
0.0x Village Global Venture Capital
0.0x Epidimiology Twitter Science
0.0x Effective Altruism Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Palladium Magazine Journalism
0.0x Bismark Analysis Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Rationality Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Angels Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x RadicalxChange Culture and Political Economy
0.0x Polkadot Crypto
0.0x Decentralized Web Crypto
0.0x Progress Studies Culture and Political Economy
0.0x Cosmos Crypto
0.0x Rust Software Engineering
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Political Economy Crypto
0.0x Crypto Infrastructure Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto