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?

Adam Serwer 🍝

Adam Serwer 🍝

@AdamSerwer

Lens Rankings

Journalism

#5 0.014529 The Atlantic
#29 0.005663 The Daily Beast
#31 0.003215 Foreign Policy
#56 0.002036 Financial Times
#57 0.001177 Ars Technica
#120 0.001613 The Verge
#127 0.001058 The Intercept
#130 0.001026 The Dispatch
#132 0.001261 BuzzFeed
#147 0.000643 New Yorker
#176 0.000838 The New York Times
#249 0.000585 VICE
#306 0.000406 Washington Post
#356 0.000551 Wired
#385 0.000183 Reuters
#403 0.000341 Recode
#422 0.000273 Bloomberg Opinion
#533 0.000008 The Information
#829 0.000006 OANN
#835 0.000006 Newsmax
#973 0.000104 The New York Post
#1021 0.000008 Stat News
#1436 0.000043 The Economist
#1736 0.000014 Techcrunch
#2446 0.000008 CNBC
#3203 0.000025 The Los Angeles Times
#3821 0.000006 Palladium Magazine
#5439 0.000014 Wall Street Journal

Think Tanks

#31 0.003215 Niskanen Center
#47 0.004053 Belfer Center
#87 0.001035 Brookings
#106 0.000960 Center for American Progress
#219 0.000225 Eurasia Group
#359 0.000335 Council on Foreign Relations
#569 0.000008 RAND Corporation
#631 0.000230 American Enterprise Institute
#631 0.000230 National Bureau of Economic Research
#840 0.000008 Urban Institute
#968 0.000067 Berggruen Institute
#971 0.000136 Peterson Institute for International Economics
#1023 0.000008 Heritage Foundation
#1299 0.000008 Asia Society Policy Institute
#1459 0.000008 Cato Institute
#1463 0.000125 Earth Institute
#2114 0.000023 Hudson Institute
#2310 0.000045 Columbia SIPA Center for Energy Policy
#2511 0.000008 Atlantic Council
#3647 0.000006 Adam Smith Institute
#4181 0.000024 Mercatus Center
#4510 0.000018 Hoover Institution

Culture and Political Economy

#66 0.000008 Schumacher Circle
#109 0.000760 Arnold Kling's Fantasy Intellectual Teams
#116 0.000008 Fair Vote
#121 0.000983 Foundation for Individual Rights in Education (FIRE)
#172 0.000711 Moderate Conservatism
#199 0.000705 Social Epistemology
#251 0.000008 Electronic Privacy Information Center (EPIC)
#267 0.000008 Extinction Rebellion
#283 0.000269 Harper's Open Letter
#304 0.000008 Existential Risks
#379 0.000008 Claremont Institute
#399 0.000008 Ecosocialism
#420 0.000008 Sierra Clib
#463 0.000321 Black Lives Matter
#623 0.000193 Rationality
#636 0.000008 350.org
#652 0.000229 Foundation Against Intolerance and Racism
#657 0.000179 Ecomodernists
#659 0.000187 Persuasion Community
#830 0.000008 Environmental Defense Fund
#866 0.000190 Environmental Journalists
#1290 0.000100 EFF
#1800 0.000006 Climate Solutions
#1994 0.000052 The Long Now Foundation
#2005 0.000006 Bismark Analysis
#2036 0.000036 Degrowth
#2189 0.000019 Anarachists
#2669 0.000006 RadicalxChange
#2671 0.000006 Populist Libertarians
#3043 0.000006 Heterodox Academy
#3416 0.000006 Works in Progress
#3820 0.000006 Effective Altruism
#5324 0.000006 Progress Studies

Venture Capital

#110 0.000008 Standard Crypto
#173 0.000859 Homebrew
#215 0.000008 Founders Fund
#667 0.000008 Accel
#1060 0.000008 Sequioa
#1134 0.000130 Initialized Capital
#1379 0.000104 Benchmark Capital
#1603 0.000008 Y Combinator
#1647 0.000072 Khosla Ventures
#1670 0.000006 Bessemer
#1752 0.000006 Index Ventures
#2187 0.000006 My Climate Journey
#2384 0.000006 Sutter Hill Ventures
#3432 0.000006 Village Global
#7796 0.000008 A16Z

system

#19 0.000553 Baseline
#40 0.000289 Reality-Based Community
#1590 0.000093 Think Tanks

Science

#373 0.000407 Epidemiology Journalism
#695 0.000008 Intergovernmental Panel on Climate Change (IPCC)
#976 0.000008 Philosophy Twitter
#1156 0.000092 Biotech
#2569 0.000008 Epidimiology Twitter
#6248 0.000009 EconTwitter
#7508 0.000008 ClimateTwitter

Informal Community

#508 0.000228 Founders

Crypto

#113 0.000008 Non-Fungible Tokens (NFTs)
#285 0.000008 Crypto Political Economy
#314 0.000008 Polkadot
#1231 0.000006 Decentralized Autonomous Organizations (DAOs)
#1609 0.000064 Crypto Journalists
#1980 0.000030 Crypto Investing
#2205 0.000006 Public Goods Funding
#2254 0.000006 Crypto Angels
#2455 0.000006 Cosmos
#2767 0.000006 Decentralized Finance (DeFi)
#3150 0.000006 Ethereum
#3352 0.000006 Decentralized Web
#5847 0.000006 Crypto Infrastructure
#6041 0.000006 IDEO Founder Collective
#6734 0.000007 Crypto VC

Software Engineering

#250 0.000008 Rust
#1010 0.000006 Zig

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