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/barlaensdoonn/ml310-final-project

GitHub

vs. Baseline Lens Category
3.6x The Los Angeles Times Journalism
3.2x Moderate Conservatism Culture and Political Economy
2.7x The Dispatch Journalism
2.4x Wall Street Journal Journalism
1.4x New Yorker Journalism
1.0x Baseline system
0.9x Recode Journalism
0.6x The New York Times Journalism
0.4x Niskanen Center Think Tanks
0.4x Foreign Policy Journalism
0.4x Brookings Think Tanks
0.3x Washington Post Journalism
0.3x Reuters Journalism
0.3x Council on Foreign Relations Think Tanks
0.2x Think Tanks system
0.2x Reality-Based Community system
0.1x American Enterprise Institute Think Tanks
0.1x National Bureau of Economic Research Think Tanks
0.1x Ars Technica Journalism
0.1x Bloomberg Opinion Journalism
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x The Atlantic Journalism
0.1x OANN Journalism
0.0x Asia Society Policy Institute Think Tanks
0.0x Newsmax Journalism
0.0x Environmental Defense Fund Culture and Political Economy
0.0x Sierra Clib Culture and Political Economy
0.0x Extinction Rebellion Culture and Political Economy
0.0x Schumacher Circle Culture and Political Economy
0.0x Fair Vote Culture and Political Economy
0.0x Philosophy Twitter Science
0.0x EFF Culture and Political Economy
0.0x 350.org Culture and Political Economy
0.0x Heritage Foundation Think Tanks
0.0x Claremont Institute Culture and Political Economy
0.0x Ecosocialism Culture and Political Economy
0.0x Cato Institute Think Tanks
0.0x The Daily Beast Journalism
0.0x Founders Informal Community
0.0x Hoover Institution Think Tanks
0.0x Environmental Journalists Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x The Intercept Journalism
0.0x Black Lives Matter Culture and Political Economy
0.0x CNBC Journalism
0.0x Belfer Center Think Tanks
0.0x RAND Corporation Think Tanks
0.0x Bessemer Venture Capital
0.0x BuzzFeed Journalism
0.0x Financial Times Journalism
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
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 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 Homebrew Venture Capital
0.0x Wired Journalism
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 The Economist Journalism
0.0x Index Ventures Venture Capital
0.0x The Verge Journalism
0.0x Benchmark Capital Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Sequioa Venture Capital
0.0x Works in Progress Culture and Political Economy
0.0x Initialized Capital Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Epidemiology Journalism Science
0.0x Village Global Venture Capital
0.0x Epidimiology Twitter Science
0.0x Standard Crypto Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Bismark Analysis Culture and Political Economy
0.0x Accel Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x Y Combinator Venture Capital
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 Rust Software Engineering
0.0x Cosmos Crypto
0.0x Crypto Political Economy Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto