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?

Pearl Freier

Pearl Freier

@PearlF

Lens Rankings

Science

#36 0.001836 Biotech
#8183 0.000000 Intergovernmental Panel on Climate Change (IPCC)
#8592 0.000000 Philosophy Twitter

Venture Capital

#623 0.000218 Y Combinator
#626 0.000301 My Climate Journey
#1191 0.000119 Initialized Capital
#1429 0.000136 Homebrew
#1612 0.000082 A16Z
#2370 0.000029 Village Global
#7677 0.000000 Standard Crypto
#7701 0.000000 Founders Fund
#8094 0.000000 Accel
#8451 0.000000 Sequioa
#9588 0.000000 Bessemer

Culture and Political Economy

#1118 0.000136 Climate Solutions
#3533 0.000020 The Long Now Foundation
#7661 0.000000 Schumacher Circle
#7705 0.000000 Fair Vote
#7789 0.000000 Electronic Privacy Information Center (EPIC)
#7840 0.000000 Extinction Rebellion
#7858 0.000000 Claremont Institute
#7865 0.000000 Ecosocialism
#7877 0.000000 Existential Risks
#7925 0.000000 Sierra Clib
#8161 0.000000 350.org
#8333 0.000000 Environmental Defense Fund
#9338 0.000000 Environmental Journalists
#9757 0.000000 Bismark Analysis

Crypto

#3393 0.000027 Crypto VC
#7702 0.000000 Non-Fungible Tokens (NFTs)
#7780 0.000000 Crypto Political Economy
#7861 0.000000 Polkadot
#9197 0.000000 Decentralized Autonomous Organizations (DAOs)
#9962 0.000000 Crypto Journalists

Journalism

#3880 0.000026 Wall Street Journal
#5996 0.000002 Techcrunch
#7944 0.000000 The Information
#8423 0.000000 Stat News
#8673 0.000000 The Verge
#8966 0.000000 OANN
#8989 0.000000 Newsmax
#9262 0.000000 The Economist
#9720 0.000000 The Daily Beast
#9838 0.000000 CNBC

Think Tanks

#8021 0.000000 RAND Corporation
#8054 0.000002 Adam Smith Institute
#8082 0.000000 Belfer Center
#8271 0.000000 Urban Institute
#8450 0.000000 Heritage Foundation
#8819 0.000000 Cato Institute
#9717 0.000000 Atlantic Council

Software Engineering

#7778 0.000000 Rust
#9129 0.000000 Zig

Automatically Detected Communities