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/jdingel/dingelneiman-workathome

GitHub

vs. Baseline Lens Category
11.9x RAND Corporation Think Tanks
3.3x Niskanen Center Think Tanks
3.3x Foreign Policy Journalism
2.5x Brookings Think Tanks
2.3x Think Tanks system
1.8x Eurasia Group Think Tanks
1.7x Urban Institute Think Tanks
1.4x Recode Journalism
1.4x Peterson Institute for International Economics Think Tanks
1.1x Reality-Based Community system
1.0x Baseline system
0.7x American Enterprise Institute Think Tanks
0.7x National Bureau of Economic Research Think Tanks
0.6x Center for American Progress Think Tanks
0.5x Bloomberg Opinion Journalism
0.5x EconTwitter Science
0.4x Heterodox Academy Culture and Political Economy
0.4x The Dispatch Journalism
0.4x The New York Times Journalism
0.3x Mercatus Center Think Tanks
0.2x VICE Journalism
0.2x The Atlantic Journalism
0.2x Harper's Open Letter Culture and Political Economy
0.2x Ars Technica Journalism
0.2x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x Rationality Culture and Political Economy
0.1x Reuters Journalism
0.1x Wall Street Journal Journalism
0.1x Ecomodernists Culture and Political Economy
0.1x Epidemiology Journalism Science
0.1x Persuasion Community Culture and Political Economy
0.1x OANN Journalism
0.1x Asia Society Policy Institute Think Tanks
0.1x Newsmax Journalism
0.1x Biotech Science
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x Extinction Rebellion Culture and Political Economy
0.1x Schumacher Circle Culture and Political Economy
0.1x Fair Vote Culture and Political Economy
0.1x Philosophy Twitter Science
0.1x 350.org Culture and Political Economy
0.1x 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 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 Moderate Conservatism Culture and Political Economy
0.0x Belfer Center Think Tanks
0.0x Bessemer Venture Capital
0.0x The Los Angeles Times Journalism
0.0x BuzzFeed Journalism
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Progress Studies 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 Khosla Ventures Venture Capital
0.0x Wired Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
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 Initialized Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Atlantic Council Think Tanks
0.0x Village Global Venture Capital
0.0x EFF Culture and Political Economy
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 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 Polkadot Crypto
0.0x Decentralized Web Crypto
0.0x Cosmos Crypto
0.0x Rust Software Engineering
0.0x Decentralized Finance (DeFi) Crypto
0.0x Crypto Political Economy Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto