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?

Esther Choo MD MPH

Esther Choo MD MPH

@choo_ek

Lens Rankings

Science

#4 0.007492 Epidemiology Journalism
#14 0.008999 Epidimiology Twitter
#159 0.000612 Biotech
#794 0.000005 Intergovernmental Panel on Climate Change (IPCC)
#1110 0.000005 Philosophy Twitter
#3207 0.000043 ClimateTwitter
#5451 0.000012 EconTwitter

Think Tanks

#215 0.000503 Council on Foreign Relations
#496 0.000340 Earth Institute
#666 0.000005 RAND Corporation
#723 0.000005 Belfer Center
#798 0.000193 Center for American Progress
#931 0.000005 Urban Institute
#1128 0.000005 Heritage Foundation
#1542 0.000003 Asia Society Policy Institute
#1594 0.000005 Cato Institute
#2479 0.000059 American Enterprise Institute
#2479 0.000059 National Bureau of Economic Research
#2655 0.000005 Atlantic Council
#2747 0.000009 Adam Smith Institute
#3421 0.000003 Berggruen Institute
#4827 0.000015 Columbia SIPA Center for Energy Policy
#4889 0.000003 Niskanen Center
#5321 0.000003 Eurasia Group
#5509 0.000003 Hudson Institute
#7020 0.000003 Peterson Institute for International Economics
#7900 0.000003 Hoover Institution
#8006 0.000012 Brookings
#9422 0.000004 Mercatus Center

Crypto

#214 0.000005 Non-Fungible Tokens (NFTs)
#345 0.000426 Crypto Journalists
#380 0.000005 Crypto Political Economy
#412 0.000005 Polkadot
#1348 0.000003 Decentralized Autonomous Organizations (DAOs)
#2367 0.000003 Crypto Angels
#2565 0.000003 Cosmos
#2660 0.000003 Public Goods Funding
#3063 0.000003 Decentralized Finance (DeFi)
#3762 0.000003 Ethereum
#4076 0.000003 Decentralized Web
#4790 0.000003 Crypto Investing
#5539 0.000007 Crypto Infrastructure
#6832 0.000003 IDEO Founder Collective
#7250 0.000005 Crypto VC

Journalism

#273 0.000408 The Atlantic
#297 0.000272 Stat News
#620 0.000005 The Information
#965 0.000003 Newsmax
#982 0.000003 OANN
#1228 0.000046 CNBC
#1236 0.000118 The Los Angeles Times
#1386 0.000090 New Yorker
#1426 0.000122 The New York Times
#1572 0.000005 The Verge
#1680 0.000080 The Dispatch
#1840 0.000041 Washington Post
#2077 0.000005 The Economist
#2844 0.000005 The Daily Beast
#2948 0.000005 Techcrunch
#2990 0.000005 Reuters
#3432 0.000033 Wall Street Journal
#3547 0.000029 Ars Technica
#3857 0.000005 Wired
#3980 0.000005 Financial Times
#4189 0.000003 The Intercept
#4337 0.000012 The New York Post
#4581 0.000019 Recode
#4592 0.000005 BuzzFeed
#4636 0.000003 Palladium Magazine
#4889 0.000003 Foreign Policy
#6008 0.000005 VICE
#9318 0.000011 Bloomberg Opinion

Culture and Political Economy

#167 0.000005 Schumacher Circle
#217 0.000005 Fair Vote
#351 0.000005 Electronic Privacy Information Center (EPIC)
#367 0.000005 Extinction Rebellion
#404 0.000005 Existential Risks
#477 0.000005 Claremont Institute
#478 0.000228 EFF
#498 0.000005 Ecosocialism
#518 0.000005 Sierra Clib
#708 0.000170 Ecomodernists
#736 0.000005 350.org
#926 0.000005 Environmental Defense Fund
#1054 0.000116 The Long Now Foundation
#1769 0.000046 Harper's Open Letter
#1786 0.000003 Environmental Journalists
#1963 0.000004 Climate Solutions
#2055 0.000051 Works in Progress
#2289 0.000003 Bismark Analysis
#2584 0.000049 Arnold Kling's Fantasy Intellectual Teams
#2808 0.000003 RadicalxChange
#2992 0.000003 Populist Libertarians
#3120 0.000003 Heterodox Academy
#3252 0.000003 Social Epistemology
#3984 0.000003 Black Lives Matter
#3990 0.000003 Effective Altruism
#4153 0.000003 Anarachists
#4670 0.000009 Progress Studies
#6226 0.000003 Foundation for Individual Rights in Education (FIRE)
#6359 0.000003 Moderate Conservatism
#6516 0.000003 Degrowth
#6665 0.000004 Rationality
#9269 0.000003 Foundation Against Intolerance and Racism
#9622 0.000004 Persuasion Community

system

#219 0.000164 Reality-Based Community
#4540 0.000057 Baseline
#4557 0.000029 Think Tanks

Venture Capital

#208 0.000005 Standard Crypto
#305 0.000005 Founders Fund
#755 0.000005 Accel
#1148 0.000005 Sequioa
#1315 0.000097 Khosla Ventures
#1718 0.000005 Y Combinator
#1779 0.000003 Bessemer
#2177 0.000003 Index Ventures
#2278 0.000003 My Climate Journey
#2471 0.000003 Sutter Hill Ventures
#2898 0.000003 Benchmark Capital
#3306 0.000003 Homebrew
#3468 0.000006 Village Global
#3736 0.000030 A16Z
#4292 0.000003 Initialized Capital

Informal Community

#2222 0.000062 Founders

Software Engineering

#349 0.000005 Rust
#1137 0.000003 Zig

Automatically Detected Communities