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?

Luke Kawa

Luke Kawa

@LJKawa

Lens Rankings

Think Tanks

#130 0.001160 Niskanen Center
#679 0.000195 Peterson Institute for International Economics
#1213 0.000048 Eurasia Group
#1239 0.000130 Mercatus Center
#1564 0.000002 RAND Corporation
#1618 0.000002 Belfer Center
#1812 0.000002 Urban Institute
#1964 0.000077 American Enterprise Institute
#1964 0.000077 National Bureau of Economic Research
#2047 0.000002 Heritage Foundation
#2495 0.000002 Cato Institute
#2495 0.000001 Asia Society Policy Institute
#3019 0.000008 Adam Smith Institute
#3142 0.000042 Brookings
#3524 0.000002 Atlantic Council
#4235 0.000001 Berggruen Institute
#4596 0.000025 Council on Foreign Relations
#4982 0.000001 Earth Institute
#6094 0.000001 Columbia SIPA Center for Energy Policy
#7077 0.000010 Center for American Progress
#7287 0.000001 Hudson Institute
#8348 0.000003 Hoover Institution

Journalism

#125 0.000724 Bloomberg Opinion
#130 0.001160 Foreign Policy
#691 0.000090 Reuters
#797 0.000239 Financial Times
#1497 0.000002 The Information
#1633 0.000001 Newsmax
#1637 0.000001 OANN
#1723 0.000018 The Economist
#2029 0.000002 Stat News
#2381 0.000002 The Verge
#2386 0.000058 Wall Street Journal
#2749 0.000039 Ars Technica
#3100 0.000005 Techcrunch
#3604 0.000002 CNBC
#3674 0.000036 The New York Times
#3706 0.000002 The Daily Beast
#4560 0.000002 Wired
#4603 0.000001 The Intercept
#5539 0.000002 BuzzFeed
#5548 0.000009 The Dispatch
#5636 0.000001 Palladium Magazine
#5940 0.000007 The New York Post
#6136 0.000002 The Los Angeles Times
#7021 0.000002 VICE
#7183 0.000004 Washington Post
#8814 0.000001 Recode
#8943 0.000012 The Atlantic

Crypto

#278 0.000512 Crypto Journalists
#817 0.000115 Crypto Investing
#1094 0.000119 Crypto VC
#1143 0.000002 Non-Fungible Tokens (NFTs)
#1269 0.000002 Crypto Political Economy
#1328 0.000002 Polkadot
#1907 0.000021 Decentralized Finance (DeFi)
#1955 0.000001 Decentralized Autonomous Organizations (DAOs)
#2949 0.000001 Crypto Angels
#3104 0.000001 Cosmos
#3767 0.000001 Public Goods Funding
#5090 0.000001 Ethereum
#5329 0.000008 Crypto Infrastructure
#5494 0.000001 Decentralized Web
#8086 0.000001 IDEO Founder Collective

Culture and Political Economy

#455 0.000314 Works in Progress
#1075 0.000075 Degrowth
#1097 0.000002 Schumacher Circle
#1145 0.000002 Fair Vote
#1262 0.000002 Electronic Privacy Information Center (EPIC)
#1290 0.000002 Extinction Rebellion
#1329 0.000002 Existential Risks
#1381 0.000002 Claremont Institute
#1392 0.000002 Ecosocialism
#1417 0.000002 Sierra Clib
#1641 0.000002 350.org
#1818 0.000069 Social Epistemology
#1826 0.000002 Environmental Defense Fund
#2229 0.000060 Arnold Kling's Fantasy Intellectual Teams
#2340 0.000001 Environmental Journalists
#2715 0.000026 Harper's Open Letter
#2763 0.000001 Climate Solutions
#2891 0.000001 Bismark Analysis
#2926 0.000039 Progress Studies
#3377 0.000001 RadicalxChange
#3425 0.000021 Rationality
#3649 0.000001 Heterodox Academy
#3703 0.000001 Populist Libertarians
#4498 0.000001 Effective Altruism
#4536 0.000001 Black Lives Matter
#5214 0.000001 EFF
#5715 0.000001 Anarachists
#6978 0.000009 Ecomodernists
#7137 0.000001 Moderate Conservatism
#7285 0.000001 Foundation for Individual Rights in Education (FIRE)

Science

#917 0.000146 EconTwitter
#1586 0.000063 Biotech
#1687 0.000002 Intergovernmental Panel on Climate Change (IPCC)
#2082 0.000002 Philosophy Twitter
#3874 0.000002 Epidimiology Twitter
#5260 0.000001 Epidemiology Journalism

Venture Capital

#1126 0.000002 Standard Crypto
#1194 0.000002 Founders Fund
#1631 0.000002 Accel
#1765 0.000101 Homebrew
#2033 0.000002 Sequioa
#2384 0.000001 Bessemer
#2534 0.000002 Y Combinator
#2829 0.000001 My Climate Journey
#2917 0.000001 Index Ventures
#3041 0.000001 Sutter Hill Ventures
#3431 0.000001 Benchmark Capital
#4273 0.000008 Khosla Ventures
#4582 0.000001 Village Global
#4759 0.000001 Initialized Capital
#6975 0.000010 A16Z

system

#5569 0.000032 Baseline
#9131 0.000030 Reality-Based Community

Software Engineering

#1268 0.000002 Rust
#1799 0.000001 Zig

Automatically Detected Communities