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?

Scott Shapiro

Scott Shapiro

@scottjshapiro

Lens Rankings

Culture and Political Economy

#61 0.001936 Heterodox Academy
#150 0.000729 EFF
#239 0.000004 Schumacher Circle
#289 0.000004 Fair Vote
#325 0.000324 Arnold Kling's Fantasy Intellectual Teams
#336 0.000387 RadicalxChange
#423 0.000004 Electronic Privacy Information Center (EPIC)
#439 0.000004 Extinction Rebellion
#476 0.000004 Existential Risks
#526 0.000227 Foundation for Individual Rights in Education (FIRE)
#547 0.000004 Claremont Institute
#567 0.000004 Ecosocialism
#590 0.000004 Sierra Clib
#700 0.000106 Harper's Open Letter
#773 0.000159 Persuasion Community
#808 0.000004 350.org
#921 0.000131 Ecomodernists
#997 0.000004 Environmental Defense Fund
#1120 0.000143 Social Epistemology
#1670 0.000066 The Long Now Foundation
#1719 0.000069 Foundation Against Intolerance and Racism
#1727 0.000073 Moderate Conservatism
#1773 0.000004 Environmental Journalists
#1917 0.000057 Works in Progress
#1964 0.000004 Climate Solutions
#2262 0.000004 Bismark Analysis
#2740 0.000010 Anarachists
#2977 0.000004 Populist Libertarians
#3973 0.000004 Black Lives Matter
#3978 0.000004 Effective Altruism
#4551 0.000010 Progress Studies
#6470 0.000004 Degrowth
#6836 0.000004 Rationality

Think Tanks

#63 0.001284 Brookings
#105 0.000975 Berggruen Institute
#329 0.000385 Peterson Institute for International Economics
#395 0.000062 Belfer Center
#435 0.000283 Hoover Institution
#645 0.000189 Council on Foreign Relations
#735 0.000004 RAND Corporation
#836 0.000178 American Enterprise Institute
#836 0.000178 National Bureau of Economic Research
#961 0.000118 Columbia SIPA Center for Energy Policy
#996 0.000004 Urban Institute
#1066 0.000026 Cato Institute
#1200 0.000004 Heritage Foundation
#1487 0.000004 Asia Society Policy Institute
#1550 0.000085 Niskanen Center
#1582 0.000040 Hudson Institute
#2731 0.000004 Atlantic Council
#2808 0.000046 Mercatus Center
#3798 0.000004 Earth Institute
#3977 0.000008 Eurasia Group
#4103 0.000029 Center for American Progress
#5283 0.000004 Adam Smith Institute

Journalism

#396 0.000285 Bloomberg Opinion
#402 0.000292 Ars Technica
#686 0.000004 The Information
#731 0.000191 The Dispatch
#950 0.000004 Newsmax
#966 0.000004 OANN
#1133 0.000119 The Atlantic
#1221 0.000004 Stat News
#1550 0.000085 Foreign Policy
#1629 0.000004 The Verge
#1884 0.000009 Reuters
#2156 0.000004 The Economist
#2288 0.000052 New Yorker
#2589 0.000030 The New York Post
#2771 0.000004 CNBC
#2936 0.000004 The Daily Beast
#3271 0.000043 The New York Times
#3704 0.000004 Techcrunch
#3910 0.000004 Wired
#4069 0.000004 Financial Times
#4179 0.000004 The Intercept
#4597 0.000004 Palladium Magazine
#4714 0.000004 BuzzFeed
#5271 0.000004 The Los Angeles Times
#6203 0.000004 VICE
#6423 0.000010 Wall Street Journal
#6875 0.000004 Washington Post
#7509 0.000004 Recode

Science

#316 0.000250 Philosophy Twitter
#415 0.000273 Biotech
#865 0.000004 Intergovernmental Panel on Climate Change (IPCC)
#2971 0.000004 Epidimiology Twitter
#4278 0.000004 Epidemiology Journalism
#6537 0.000008 EconTwitter
#9081 0.000004 ClimateTwitter

system

#1721 0.000085 Think Tanks
#6004 0.000027 Baseline
#9705 0.000023 Reality-Based Community

Venture Capital

#278 0.000004 Standard Crypto
#367 0.000004 Founders Fund
#816 0.000004 Accel
#1222 0.000004 Sequioa
#1767 0.000004 Bessemer
#1782 0.000004 Y Combinator
#1807 0.000064 Khosla Ventures
#2135 0.000004 Index Ventures
#2268 0.000004 My Climate Journey
#2462 0.000004 Sutter Hill Ventures
#2889 0.000004 Benchmark Capital
#3298 0.000004 Homebrew
#3752 0.000004 Village Global
#4284 0.000004 Initialized Capital

Crypto

#286 0.000004 Non-Fungible Tokens (NFTs)
#450 0.000004 Crypto Political Economy
#484 0.000004 Polkadot
#1333 0.000004 Decentralized Autonomous Organizations (DAOs)
#2351 0.000004 Crypto Angels
#2527 0.000004 Crypto Journalists
#2554 0.000004 Cosmos
#2627 0.000004 Public Goods Funding
#3036 0.000004 Decentralized Finance (DeFi)
#3728 0.000004 Ethereum
#4016 0.000004 Decentralized Web
#4750 0.000004 Crypto Investing
#6785 0.000004 IDEO Founder Collective
#6916 0.000004 Crypto Infrastructure
#7048 0.000006 Crypto VC

Software Engineering

#421 0.000004 Rust
#1122 0.000004 Zig

Automatically Detected Communities