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?

Dan Shapiro

Dan Shapiro

@DanielBShapiro

Lens Rankings

Think Tanks

#50 0.001939 Asia Society Policy Institute
#57 0.001763 Adam Smith Institute
#177 0.000611 Brookings
#345 0.000410 Center for American Progress
#401 0.000299 Council on Foreign Relations
#687 0.000244 Atlantic Council
#720 0.000166 Columbia SIPA Center for Energy Policy
#1104 0.000053 Eurasia Group
#1115 0.000110 Hoover Institution
#2198 0.000022 Hudson Institute
#3408 0.000001 RAND Corporation
#3461 0.000001 Belfer Center
#3648 0.000001 Urban Institute
#3871 0.000001 Heritage Foundation
#4109 0.000023 Peterson Institute for International Economics
#4292 0.000001 Cato Institute
#6293 0.000001 Berggruen Institute
#7344 0.000001 Earth Institute

Culture and Political Economy

#450 0.000336 Moderate Conservatism
#1480 0.000088 Arnold Kling's Fantasy Intellectual Teams
#2981 0.000001 Schumacher Circle
#3028 0.000001 Fair Vote
#3130 0.000001 Electronic Privacy Information Center (EPIC)
#3164 0.000001 Extinction Rebellion
#3204 0.000001 Existential Risks
#3228 0.000001 Claremont Institute
#3229 0.000027 Persuasion Community
#3233 0.000001 Ecosocialism
#3282 0.000001 Sierra Clib
#3467 0.000025 Foundation Against Intolerance and Racism
#3511 0.000001 350.org
#3688 0.000001 Environmental Defense Fund
#4514 0.000001 Environmental Journalists
#5015 0.000001 Bismark Analysis
#5429 0.000001 Climate Solutions
#5447 0.000010 Harper's Open Letter
#5582 0.000001 Social Epistemology
#5633 0.000001 RadicalxChange
#5755 0.000001 Heterodox Academy
#5932 0.000001 Populist Libertarians
#6126 0.000001 Works in Progress
#6579 0.000001 Effective Altruism
#6594 0.000001 Black Lives Matter
#7229 0.000001 EFF
#8316 0.000001 Anarachists
#9277 0.000001 Foundation for Individual Rights in Education (FIRE)
#9760 0.000001 Progress Studies

system

#785 0.000323 Think Tanks
#4256 0.000076 Baseline
#8457 0.000050 Reality-Based Community

Journalism

#544 0.000217 Bloomberg Opinion
#2892 0.000044 The Atlantic
#3331 0.000001 The Information
#3845 0.000001 Stat News
#3978 0.000001 OANN
#3996 0.000001 Newsmax
#4158 0.000001 The Verge
#4609 0.000019 Wall Street Journal
#4778 0.000001 The Economist
#4829 0.000009 Washington Post
#5052 0.000009 The New York Post
#5355 0.000001 The Daily Beast
#5372 0.000001 CNBC
#5786 0.000002 Reuters
#6166 0.000001 Wired
#6429 0.000001 The Intercept
#6630 0.000001 Financial Times
#7025 0.000013 New Yorker
#7154 0.000001 BuzzFeed
#7566 0.000001 Palladium Magazine
#7775 0.000001 The Los Angeles Times
#8634 0.000001 VICE
#9404 0.000008 The New York Times

Science

#1624 0.000107 Epidemiology Journalism
#3543 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#3952 0.000001 Philosophy Twitter
#5601 0.000001 Epidimiology Twitter
#7677 0.000004 Biotech

Crypto

#3026 0.000001 Non-Fungible Tokens (NFTs)
#3124 0.000001 Crypto Political Economy
#3195 0.000001 Polkadot
#4258 0.000001 Decentralized Autonomous Organizations (DAOs)
#5190 0.000001 Crypto Angels
#5211 0.000001 Crypto Journalists
#5252 0.000001 Cosmos
#6176 0.000001 Public Goods Funding
#6419 0.000001 Decentralized Finance (DeFi)
#8236 0.000001 Ethereum
#8267 0.000001 Decentralized Web
#8853 0.000001 Crypto Investing

Venture Capital

#3002 0.000001 Standard Crypto
#3046 0.000001 Founders Fund
#3474 0.000001 Accel
#3848 0.000001 Sequioa
#4302 0.000001 Y Combinator
#4668 0.000001 Bessemer
#4986 0.000001 My Climate Journey
#5199 0.000001 Index Ventures
#5203 0.000001 Sutter Hill Ventures
#5571 0.000001 Benchmark Capital
#5754 0.000001 Homebrew
#6643 0.000001 Village Global
#6913 0.000001 Initialized Capital
#7732 0.000001 Khosla Ventures

Software Engineering

#3129 0.000001 Rust
#4141 0.000001 Zig

Automatically Detected Communities