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?

François Chollet

François Chollet

@fchollet

Lens Rankings

Venture Capital

#112 0.001833 Accel
#432 0.000332 A16Z
#631 0.000212 Y Combinator
#647 0.000138 Index Ventures
#1285 0.000100 Khosla Ventures
#1837 0.000001 Standard Crypto
#1891 0.000001 Founders Fund
#2599 0.000024 Village Global
#2713 0.000001 Sequioa
#4292 0.000001 Bessemer
#4621 0.000001 My Climate Journey
#4842 0.000001 Sutter Hill Ventures
#5210 0.000001 Benchmark Capital
#5409 0.000001 Homebrew
#6548 0.000001 Initialized Capital

Crypto

#559 0.000269 Crypto VC
#972 0.000139 Public Goods Funding
#1396 0.000077 Ethereum
#1858 0.000001 Non-Fungible Tokens (NFTs)
#1968 0.000001 Crypto Political Economy
#2033 0.000001 Polkadot
#3556 0.000024 IDEO Founder Collective
#3883 0.000001 Decentralized Autonomous Organizations (DAOs)
#4827 0.000001 Crypto Angels
#4856 0.000001 Crypto Journalists
#4895 0.000001 Cosmos
#6033 0.000001 Decentralized Finance (DeFi)
#6299 0.000005 Crypto Infrastructure
#7891 0.000001 Decentralized Web
#8443 0.000001 Crypto Investing

Culture and Political Economy

#649 0.000180 Rationality
#979 0.000164 Social Epistemology
#1323 0.000061 Effective Altruism
#1812 0.000001 Schumacher Circle
#1859 0.000001 Fair Vote
#1938 0.000007 Bismark Analysis
#1970 0.000001 Electronic Privacy Information Center (EPIC)
#2000 0.000001 Extinction Rebellion
#2041 0.000001 Existential Risks
#2077 0.000001 Claremont Institute
#2087 0.000001 Ecosocialism
#2120 0.000001 Sierra Clib
#2347 0.000001 350.org
#2532 0.000001 Environmental Defense Fund
#4152 0.000001 Environmental Journalists
#4675 0.000009 Progress Studies
#4937 0.000010 The Long Now Foundation
#4997 0.000001 Climate Solutions
#5072 0.000017 Ecomodernists
#5272 0.000001 RadicalxChange
#5328 0.000021 Arnold Kling's Fantasy Intellectual Teams
#5405 0.000001 Heterodox Academy
#5574 0.000001 Populist Libertarians
#5785 0.000001 Works in Progress
#6257 0.000001 Black Lives Matter
#6896 0.000001 EFF
#7973 0.000001 Anarachists
#8705 0.000001 Moderate Conservatism
#8969 0.000001 Foundation for Individual Rights in Education (FIRE)

Journalism

#988 0.000061 Techcrunch
#2195 0.000001 The Information
#2277 0.000058 Recode
#2716 0.000001 Stat News
#3050 0.000001 The Verge
#3612 0.000001 OANN
#3625 0.000001 Newsmax
#3665 0.000001 The Economist
#3677 0.000033 The Atlantic
#3881 0.000006 Palladium Magazine
#4263 0.000001 CNBC
#4323 0.000001 The Daily Beast
#5009 0.000020 New Yorker
#5158 0.000001 Wired
#5546 0.000001 Financial Times
#6116 0.000001 The Intercept
#6143 0.000001 BuzzFeed
#6618 0.000013 Ars Technica
#6747 0.000001 The Los Angeles Times
#7623 0.000001 VICE
#8851 0.000012 Bloomberg Opinion
#9988 0.000001 Wall Street Journal

Think Tanks

#2260 0.000001 RAND Corporation
#2315 0.000001 Belfer Center
#2502 0.000001 Urban Institute
#2731 0.000001 Heritage Foundation
#3180 0.000001 Cato Institute
#3418 0.000034 Mercatus Center
#4194 0.000001 Atlantic Council
#5001 0.000001 Asia Society Policy Institute
#5947 0.000001 Berggruen Institute
#6880 0.000002 Adam Smith Institute
#7006 0.000001 Earth Institute
#7748 0.000001 Columbia SIPA Center for Energy Policy
#9989 0.000001 Peterson Institute for International Economics
#9992 0.000001 Hudson Institute

Informal Community

#6020 0.000019 Founders

Science

#2387 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#2787 0.000001 Philosophy Twitter
#4527 0.000001 Epidimiology Twitter
#6898 0.000001 Epidemiology Journalism
#9654 0.000001 Biotech

Software Engineering

#1977 0.000001 Rust
#3768 0.000001 Zig

Automatically Detected Communities