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/nomadj1s/ucpddata

GitHub

vs. Baseline Lens Category
34.2x Black Lives Matter Culture and Political Economy
6.5x Center for American Progress Think Tanks
4.9x EconTwitter Science
3.8x New Yorker Journalism
2.5x Reality-Based Community system
2.3x Brookings Think Tanks
1.9x Hoover Institution Think Tanks
1.8x Peterson Institute for International Economics Think Tanks
1.3x Think Tanks system
1.0x Baseline system
1.0x Columbia SIPA Center for Energy Policy Think Tanks
0.9x Harper's Open Letter Culture and Political Economy
0.5x Washington Post Journalism
0.5x Wired Journalism
0.4x OANN Journalism
0.4x American Enterprise Institute Think Tanks
0.4x National Bureau of Economic Research Think Tanks
0.4x Asia Society Policy Institute Think Tanks
0.3x Newsmax Journalism
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Sierra Clib Culture and Political Economy
0.3x Extinction Rebellion Culture and Political Economy
0.3x Schumacher Circle Culture and Political Economy
0.3x Fair Vote Culture and Political Economy
0.3x Reuters Journalism
0.3x Hudson Institute Think Tanks
0.3x Philosophy Twitter Science
0.3x 350.org Culture and Political Economy
0.3x Bloomberg Opinion Journalism
0.3x Heritage Foundation Think Tanks
0.3x Claremont Institute Culture and Political Economy
0.3x Ecosocialism Culture and Political Economy
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x The Daily Beast Journalism
0.2x Mercatus Center Think Tanks
0.2x Biotech Science
0.2x Environmental Journalists Culture and Political Economy
0.2x Niskanen Center Think Tanks
0.2x Foreign Policy Journalism
0.2x Eurasia Group Think Tanks
0.2x Populist Libertarians Culture and Political Economy
0.2x VICE Journalism
0.2x The Intercept Journalism
0.1x Degrowth Culture and Political Economy
0.1x CNBC Journalism
0.1x Wall Street Journal Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x Anarachists Culture and Political Economy
0.1x The Atlantic Journalism
0.1x Belfer Center Think Tanks
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x Adam Smith Institute Think Tanks
0.1x BuzzFeed Journalism
0.1x Bessemer Venture Capital
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x The Dispatch Journalism
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x RadicalxChange Culture and Political Economy
0.0x Recode Journalism
0.0x Founders Fund Venture Capital
0.0x Earth Institute Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Homebrew Venture Capital
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x The Economist Journalism
0.0x Heterodox Academy Culture and Political Economy
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 Palladium Magazine Journalism
0.0x Sequioa Venture Capital
0.0x Techcrunch Journalism
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 Progress Studies Culture and Political Economy
0.0x Epidimiology Twitter Science
0.0x EFF Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Financial Times Journalism
0.0x Bismark Analysis Culture and Political Economy
0.0x Accel Venture Capital
0.0x Ethereum Crypto
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 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 Crypto Infrastructure Crypto
0.0x Public Goods Funding Crypto