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?

John Schwartz

John Schwartz

@jswatz

Lens Rankings

Think Tanks

#20 0.003497 Earth Institute
#188 0.000719 Columbia SIPA Center for Energy Policy
#593 0.000292 Atlantic Council
#901 0.000003 RAND Corporation
#961 0.000003 Belfer Center
#1160 0.000003 Urban Institute
#1274 0.000097 Council on Foreign Relations
#1371 0.000003 Heritage Foundation
#1409 0.000005 Asia Society Policy Institute
#1467 0.000102 Brookings
#1857 0.000003 Cato Institute
#1876 0.000082 American Enterprise Institute
#1876 0.000082 National Bureau of Economic Research
#3090 0.000038 Peterson Institute for International Economics
#3371 0.000008 Niskanen Center
#3768 0.000002 Berggruen Institute
#5324 0.000013 Hoover Institution
#5815 0.000016 Center for American Progress
#5892 0.000003 Eurasia Group
#6358 0.000002 Hudson Institute
#7228 0.000002 Adam Smith Institute

Journalism

#19 0.003151 The New York Times
#103 0.000889 Bloomberg Opinion
#300 0.000451 Recode
#485 0.000252 The Atlantic
#490 0.000239 New Yorker
#505 0.000223 Washington Post
#602 0.000162 The New York Post
#755 0.000183 The Dispatch
#850 0.000003 The Information
#995 0.000117 Ars Technica
#1188 0.000002 Newsmax
#1198 0.000002 OANN
#1396 0.000003 Stat News
#1565 0.000013 Reuters
#1721 0.000072 The Los Angeles Times
#1780 0.000003 The Verge
#2112 0.000009 Techcrunch
#2346 0.000003 The Economist
#2480 0.000054 Wall Street Journal
#2957 0.000003 CNBC
#3120 0.000003 The Daily Beast
#3371 0.000008 Foreign Policy
#3401 0.000015 Wired
#4231 0.000003 Financial Times
#4319 0.000002 The Intercept
#4934 0.000003 BuzzFeed
#5169 0.000002 Palladium Magazine
#6421 0.000003 VICE

Culture and Political Economy

#68 0.001129 Ecosocialism
#177 0.000401 Environmental Defense Fund
#239 0.000536 350.org
#288 0.000471 Moderate Conservatism
#295 0.000288 Degrowth
#326 0.000518 Environmental Journalists
#329 0.000436 Sierra Clib
#415 0.000003 Schumacher Circle
#464 0.000003 Fair Vote
#530 0.000210 EFF
#596 0.000003 Electronic Privacy Information Center (EPIC)
#613 0.000003 Extinction Rebellion
#651 0.000003 Existential Risks
#696 0.000162 Foundation for Individual Rights in Education (FIRE)
#715 0.000003 Claremont Institute
#817 0.000146 Ecomodernists
#1759 0.000067 Foundation Against Intolerance and Racism
#1940 0.000004 Climate Solutions
#2260 0.000042 Social Epistemology
#2470 0.000024 Heterodox Academy
#2500 0.000002 Bismark Analysis
#2557 0.000050 Arnold Kling's Fantasy Intellectual Teams
#3002 0.000002 RadicalxChange
#3059 0.000026 The Long Now Foundation
#3274 0.000002 Populist Libertarians
#3745 0.000002 Works in Progress
#4064 0.000017 Persuasion Community
#4152 0.000002 Effective Altruism
#4164 0.000002 Black Lives Matter
#4477 0.000013 Harper's Open Letter
#4889 0.000002 Anarachists
#7150 0.000002 Progress Studies
#7369 0.000002 Rationality

system

#9 0.000624 Baseline
#17 0.000344 Reality-Based Community
#1961 0.000072 Think Tanks

Science

#243 0.000619 ClimateTwitter
#798 0.000209 Epidemiology Journalism
#1031 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1375 0.000003 Philosophy Twitter
#3195 0.000003 Epidimiology Twitter
#7971 0.000002 Biotech
#9414 0.000003 EconTwitter

Venture Capital

#393 0.000442 Homebrew
#451 0.000003 Standard Crypto
#532 0.000003 Founders Fund
#983 0.000003 Accel
#1402 0.000003 Sequioa
#1930 0.000003 Y Combinator
#1982 0.000002 Bessemer
#2458 0.000002 My Climate Journey
#2484 0.000002 Index Ventures
#2564 0.000043 Initialized Capital
#2658 0.000002 Sutter Hill Ventures
#3076 0.000002 Benchmark Capital
#4136 0.000002 Village Global
#4778 0.000005 Khosla Ventures

Informal Community

#8209 0.000013 Founders

Crypto

#462 0.000003 Non-Fungible Tokens (NFTs)
#614 0.000003 Crypto Political Economy
#658 0.000003 Polkadot
#1546 0.000002 Decentralized Autonomous Organizations (DAOs)
#2554 0.000002 Crypto Angels
#2692 0.000002 Crypto Journalists
#2736 0.000002 Cosmos
#3096 0.000002 Public Goods Funding
#3359 0.000002 Decentralized Finance (DeFi)
#4347 0.000002 Ethereum
#4739 0.000002 Decentralized Web
#5350 0.000002 Crypto Investing
#7437 0.000002 IDEO Founder Collective
#7803 0.000002 Crypto Infrastructure

Software Engineering

#596 0.000003 Rust
#1354 0.000002 Zig

Automatically Detected Communities