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 Weinstein

Adam Weinstein

@AdamWeinstein

Lens Rankings

Journalism

#42 0.004476 The Daily Beast
#115 0.000724 Reuters
#244 0.000826 Financial Times
#306 0.000442 Recode
#425 0.000354 The Intercept
#528 0.000222 New Yorker
#572 0.000221 The Atlantic
#904 0.000003 The Information
#1051 0.000124 Bloomberg Opinion
#1151 0.000002 Newsmax
#1165 0.000002 OANN
#1202 0.000118 Foreign Policy
#1446 0.000003 Stat News
#1635 0.000083 The Dispatch
#1749 0.000064 Ars Technica
#1831 0.000003 The Verge
#2062 0.000057 VICE
#2119 0.000014 CNBC
#2387 0.000007 Techcrunch
#2399 0.000034 The New York Post
#2401 0.000003 The Economist
#4075 0.000003 Wired
#4396 0.000011 Washington Post
#4991 0.000003 BuzzFeed
#5097 0.000002 Palladium Magazine
#5545 0.000003 The Los Angeles Times
#6691 0.000014 The New York Times
#8658 0.000003 Wall Street Journal

Venture Capital

#162 0.000896 Homebrew
#509 0.000003 Standard Crypto
#588 0.000003 Founders Fund
#1041 0.000003 Accel
#1457 0.000003 Sequioa
#1948 0.000002 Bessemer
#1979 0.000003 Y Combinator
#2421 0.000002 Index Ventures
#2426 0.000002 My Climate Journey
#2625 0.000002 Sutter Hill Ventures
#3045 0.000002 Benchmark Capital
#4068 0.000002 Village Global
#4404 0.000002 Initialized Capital
#4751 0.000005 Khosla Ventures

Culture and Political Economy

#274 0.000465 Foundation for Individual Rights in Education (FIRE)
#420 0.000228 Anarachists
#474 0.000003 Schumacher Circle
#523 0.000003 Fair Vote
#654 0.000003 Electronic Privacy Information Center (EPIC)
#672 0.000003 Extinction Rebellion
#710 0.000003 Existential Risks
#749 0.000209 Moderate Conservatism
#770 0.000003 Claremont Institute
#791 0.000003 Ecosocialism
#817 0.000003 Sierra Clib
#1034 0.000003 350.org
#1222 0.000003 Environmental Defense Fund
#1253 0.000106 Foundation Against Intolerance and Racism
#1283 0.000108 Black Lives Matter
#1576 0.000062 Environmental Journalists
#2211 0.000002 Climate Solutions
#2472 0.000002 Bismark Analysis
#2828 0.000024 Harper's Open Letter
#2970 0.000002 RadicalxChange
#3241 0.000002 Populist Libertarians
#3256 0.000002 Heterodox Academy
#3296 0.000026 Persuasion Community
#3359 0.000002 Social Epistemology
#3716 0.000002 Works in Progress
#3875 0.000017 Rationality
#4124 0.000002 Effective Altruism
#4444 0.000026 Arnold Kling's Fantasy Intellectual Teams
#4833 0.000002 EFF
#5322 0.000006 Progress Studies
#6514 0.000010 Ecomodernists
#7015 0.000002 Degrowth
#8809 0.000003 The Long Now Foundation

Think Tanks

#386 0.000382 Center for American Progress
#505 0.000264 Brookings
#957 0.000003 RAND Corporation
#1017 0.000003 Belfer Center
#1202 0.000118 Niskanen Center
#1214 0.000003 Urban Institute
#1430 0.000003 Heritage Foundation
#1740 0.000046 Atlantic Council
#1777 0.000068 Council on Foreign Relations
#1827 0.000002 Asia Society Policy Institute
#1922 0.000003 Cato Institute
#2330 0.000020 Hudson Institute
#3734 0.000002 Berggruen Institute
#4085 0.000007 Eurasia Group
#4206 0.000002 Earth Institute
#4974 0.000024 American Enterprise Institute
#4974 0.000024 National Bureau of Economic Research
#5266 0.000013 Hoover Institution
#5302 0.000011 Peterson Institute for International Economics
#5735 0.000002 Columbia SIPA Center for Energy Policy
#6340 0.000003 Adam Smith Institute

Science

#691 0.000235 Epidemiology Journalism
#1088 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1433 0.000003 Philosophy Twitter
#3255 0.000003 Epidimiology Twitter
#6390 0.000011 ClimateTwitter
#7949 0.000002 Biotech
#9673 0.000003 EconTwitter

system

#4562 0.000056 Baseline
#7403 0.000017 Think Tanks
#8912 0.000034 Reality-Based Community

Informal Community

#4748 0.000025 Founders

Crypto

#521 0.000003 Non-Fungible Tokens (NFTs)
#671 0.000003 Crypto Political Economy
#713 0.000003 Polkadot
#1509 0.000002 Decentralized Autonomous Organizations (DAOs)
#2180 0.000016 Cosmos
#2517 0.000002 Crypto Angels
#2660 0.000002 Crypto Journalists
#3015 0.000002 Public Goods Funding
#3308 0.000002 Decentralized Finance (DeFi)
#4250 0.000002 Ethereum
#4635 0.000002 Decentralized Web
#5242 0.000002 Crypto Investing
#7340 0.000002 IDEO Founder Collective
#7686 0.000002 Crypto Infrastructure
#9853 0.000002 Crypto VC

Software Engineering

#655 0.000003 Rust
#1316 0.000002 Zig

Automatically Detected Communities