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?

david friedberg

david friedberg

@friedberg

Lens Rankings

Venture Capital

#80 0.001633 Khosla Ventures
#96 0.001272 Benchmark Capital
#768 0.000246 Homebrew
#1528 0.000088 A16Z
#3613 0.000005 Village Global
#9481 0.000000 Standard Crypto
#9503 0.000000 Founders Fund
#9890 0.000000 Accel

Think Tanks

#123 0.001023 Mercatus Center
#4918 0.000003 Niskanen Center
#9810 0.000000 RAND Corporation
#9873 0.000000 Belfer Center

Culture and Political Economy

#160 0.000863 Progress Studies
#282 0.000395 Effective Altruism
#644 0.000191 Arnold Kling's Fantasy Intellectual Teams
#1214 0.000095 Rationality
#1307 0.000089 The Long Now Foundation
#1549 0.000088 Social Epistemology
#1933 0.000007 Bismark Analysis
#4712 0.000012 Harper's Open Letter
#9469 0.000000 Schumacher Circle
#9512 0.000000 Fair Vote
#9592 0.000000 Electronic Privacy Information Center (EPIC)
#9646 0.000000 Extinction Rebellion
#9660 0.000000 Claremont Institute
#9664 0.000000 Ecosocialism
#9683 0.000000 Existential Risks
#9721 0.000000 Sierra Clib
#9957 0.000000 350.org

Crypto

#303 0.000506 Crypto VC
#1190 0.000099 Public Goods Funding
#1680 0.000054 Ethereum
#7191 0.000003 Crypto Infrastructure
#9510 0.000000 Non-Fungible Tokens (NFTs)
#9583 0.000000 Crypto Political Economy
#9663 0.000000 Polkadot

Journalism

#735 0.000171 Bloomberg Opinion
#4918 0.000003 Foreign Policy
#9738 0.000000 The Information
#9954 0.000000 OANN
#9978 0.000000 Newsmax

system

#7021 0.000018 Think Tanks

Science

#9980 0.000000 Intergovernmental Panel on Climate Change (IPCC)

Software Engineering

#9582 0.000000 Rust

Automatically Detected Communities