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?

Shopify

Shopify

@Shopify

Lens Rankings

Culture and Political Economy

#243 0.000628 Progress Studies
#351 0.000350 The Long Now Foundation
#3006 0.000042 Arnold Kling's Fantasy Intellectual Teams
#8365 0.000000 Schumacher Circle
#8409 0.000000 Fair Vote
#8492 0.000000 Electronic Privacy Information Center (EPIC)
#8544 0.000000 Extinction Rebellion
#8559 0.000000 Claremont Institute
#8566 0.000000 Ecosocialism
#8580 0.000000 Existential Risks
#8627 0.000000 Sierra Clib
#8864 0.000000 350.org
#9032 0.000000 Environmental Defense Fund
#9215 0.000000 Environmental Journalists
#9632 0.000000 Bismark Analysis

Venture Capital

#452 0.000342 Benchmark Capital
#6634 0.000011 A16Z
#8379 0.000000 Standard Crypto
#8403 0.000000 Founders Fund
#8794 0.000000 Accel
#9148 0.000000 Sequioa
#9461 0.000000 Bessemer
#9512 0.000000 Y Combinator
#9648 0.000000 My Climate Journey
#9886 0.000000 Sutter Hill Ventures

Think Tanks

#598 0.000270 Mercatus Center
#909 0.000062 Eurasia Group
#8717 0.000000 RAND Corporation
#8780 0.000000 Belfer Center
#8972 0.000000 Urban Institute
#9141 0.000000 Heritage Foundation
#9507 0.000000 Cato Institute

Journalism

#2296 0.000058 Bloomberg Opinion
#5032 0.000003 Techcrunch
#8642 0.000000 The Information
#8839 0.000000 OANN
#8863 0.000000 Newsmax
#9112 0.000000 Stat News
#9359 0.000000 The Verge
#9951 0.000000 The Economist

Crypto

#8406 0.000000 Non-Fungible Tokens (NFTs)
#8482 0.000000 Crypto Political Economy
#8563 0.000000 Polkadot
#9070 0.000000 Decentralized Autonomous Organizations (DAOs)
#9841 0.000000 Crypto Journalists
#9895 0.000000 Cosmos
#9909 0.000000 Crypto Angels

Science

#8883 0.000000 Intergovernmental Panel on Climate Change (IPCC)
#9291 0.000000 Philosophy Twitter

Software Engineering

#8481 0.000000 Rust
#9002 0.000000 Zig

Automatically Detected Communities