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?

columbia.edu

Website

vs. Baseline Lens Category
75.9x Columbia SIPA Center for Energy Policy Think Tanks
53.2x Earth Institute Think Tanks
11.3x Environmental Defense Fund Culture and Political Economy
11.1x Ecosocialism Culture and Political Economy
10.5x The Economist Journalism
6.1x Intergovernmental Panel on Climate Change (IPCC) Science
5.7x ClimateTwitter Science
5.6x Urban Institute Think Tanks
5.3x Electronic Privacy Information Center (EPIC) Culture and Political Economy
4.0x My Climate Journey Venture Capital
3.1x EconTwitter Science
3.1x Think Tanks system
2.7x RAND Corporation Think Tanks
2.6x Peterson Institute for International Economics Think Tanks
2.4x Ecomodernists Culture and Political Economy
2.4x Reality-Based Community system
2.0x Epidimiology Twitter Science
1.8x Brookings Think Tanks
1.6x Persuasion Community Culture and Political Economy
1.6x Environmental Journalists Culture and Political Economy
1.5x Rationality Culture and Political Economy
1.4x Council on Foreign Relations Think Tanks
1.4x Heterodox Academy Culture and Political Economy
1.2x Asia Society Policy Institute Think Tanks
1.1x Mercatus Center Think Tanks
1.0x Adam Smith Institute Think Tanks
1.0x Baseline system
1.0x Stat News Journalism
1.0x Biotech Science
0.9x Epidemiology Journalism Science
0.9x The New York Times Journalism
0.9x Cato Institute Think Tanks
0.8x EFF Culture and Political Economy
0.8x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.8x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.8x Wall Street Journal Journalism
0.8x Social Epistemology Culture and Political Economy
0.7x Effective Altruism Culture and Political Economy
0.7x Schumacher Circle Culture and Political Economy
0.7x Works in Progress Culture and Political Economy
0.7x Existential Risks Culture and Political Economy
0.6x Atlantic Council Think Tanks
0.6x RadicalxChange Culture and Political Economy
0.6x The Atlantic Journalism
0.6x Degrowth Culture and Political Economy
0.6x Niskanen Center Think Tanks
0.6x Foreign Policy Journalism
0.6x Financial Times Journalism
0.6x Accel Venture Capital
0.6x Center for American Progress Think Tanks
0.5x Sutter Hill Ventures Venture Capital
0.5x Ars Technica Journalism
0.5x American Enterprise Institute Think Tanks
0.5x National Bureau of Economic Research Think Tanks
0.5x Bloomberg Opinion Journalism
0.5x Index Ventures Venture Capital
0.5x 350.org Culture and Political Economy
0.5x The Dispatch Journalism
0.5x Homebrew Venture Capital
0.5x Wired Journalism
0.4x Hoover Institution Think Tanks
0.4x Harper's Open Letter Culture and Political Economy
0.4x Extinction Rebellion Culture and Political Economy
0.4x Berggruen Institute Think Tanks
0.3x New Yorker Journalism
0.3x Eurasia Group Think Tanks
0.3x Public Goods Funding Crypto
0.3x BuzzFeed Journalism
0.3x Climate Solutions Culture and Political Economy
0.3x Bismark Analysis Culture and Political Economy
0.3x Sierra Clib Culture and Political Economy
0.3x Progress Studies Culture and Political Economy
0.3x Khosla Ventures Venture Capital
0.3x The Verge Journalism
0.3x Crypto Journalists Crypto
0.2x Moderate Conservatism Culture and Political Economy
0.2x Palladium Magazine Journalism
0.2x Washington Post Journalism
0.2x Initialized Capital Venture Capital
0.2x Hudson Institute Think Tanks
0.2x The Long Now Foundation Culture and Political Economy
0.2x Village Global Venture Capital
0.2x VICE Journalism
0.2x Ethereum Crypto
0.2x Anarachists Culture and Political Economy
0.2x Recode Journalism
0.2x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Black Lives Matter Culture and Political Economy
0.1x Fair Vote Culture and Political Economy
0.1x Benchmark Capital Venture Capital
0.1x A16Z Venture Capital
0.1x The Los Angeles Times Journalism
0.1x Philosophy Twitter Science
0.1x Heritage Foundation Think Tanks
0.1x The Intercept Journalism
0.1x Founders Fund Venture Capital
0.1x CNBC Journalism
0.1x Y Combinator Venture Capital
0.1x Zig Software Engineering
0.1x The Information Journalism
0.1x Founders Informal Community
0.1x Belfer Center Think Tanks
0.1x Non-Fungible Tokens (NFTs) Crypto
0.1x Rust Software Engineering
0.1x Bessemer Venture Capital
0.1x Crypto Infrastructure Crypto
0.1x Crypto VC Crypto
0.1x Sequioa Venture Capital
0.1x Crypto Political Economy Crypto
0.1x IDEO Founder Collective Crypto
0.1x The New York Post Journalism
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x The Daily Beast Journalism
0.1x Cosmos Crypto
0.0x Crypto Investing Crypto
0.0x Polkadot Crypto
0.0x Decentralized Web Crypto
0.0x Populist Libertarians Culture and Political Economy
0.0x Newsmax Journalism
0.0x Decentralized Finance (DeFi) Crypto
0.0x Claremont Institute Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Crypto Angels Crypto
0.0x OANN Journalism
0.0x Techcrunch Journalism
0.0x Reuters Journalism