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?

Nicholas Weaver

Nicholas Weaver

@ncweaver

Lens Rankings

Crypto

#471 0.000310 Crypto Journalists
#636 0.000270 Public Goods Funding
#821 0.000083 Cosmos
#906 0.000147 Ethereum
#1534 0.000056 Crypto Infrastructure
#3795 0.000002 Decentralized Finance (DeFi)
#7241 0.000005 Crypto VC
#8811 0.000000 Decentralized Autonomous Organizations (DAOs)
#9224 0.000000 Non-Fungible Tokens (NFTs)
#9299 0.000000 Crypto Political Economy
#9377 0.000000 Polkadot
#9655 0.000000 Crypto Angels

Journalism

#542 0.000228 The Atlantic
#930 0.000200 The New York Times
#1126 0.000112 VICE
#3556 0.000029 Ars Technica
#4461 0.000017 The Dispatch
#6660 0.000006 Recode
#8582 0.000000 OANN
#8601 0.000000 Newsmax
#9243 0.000001 Reuters
#9453 0.000000 The Information
#9914 0.000000 Stat News

Science

#734 0.000223 Epidemiology Journalism
#4759 0.000016 Biotech
#9698 0.000000 Intergovernmental Panel on Climate Change (IPCC)

Culture and Political Economy

#720 0.000169 EFF
#2864 0.000044 Arnold Kling's Fantasy Intellectual Teams
#5855 0.000007 Moderate Conservatism
#7038 0.000002 Foundation for Individual Rights in Education (FIRE)
#8957 0.000000 Environmental Journalists
#9183 0.000000 Schumacher Circle
#9226 0.000000 Fair Vote
#9306 0.000000 Electronic Privacy Information Center (EPIC)
#9347 0.000004 Persuasion Community
#9361 0.000000 Extinction Rebellion
#9374 0.000000 Claremont Institute
#9381 0.000000 Ecosocialism
#9381 0.000000 Bismark Analysis
#9397 0.000000 Existential Risks
#9436 0.000000 Sierra Clib
#9675 0.000000 350.org
#9793 0.000000 Social Epistemology
#9845 0.000000 Environmental Defense Fund

Think Tanks

#1899 0.000078 Brookings
#9363 0.000002 Hoover Institution
#9529 0.000000 RAND Corporation
#9588 0.000000 Belfer Center
#9784 0.000000 Urban Institute
#9951 0.000000 Heritage Foundation

Venture Capital

#9195 0.000000 Standard Crypto
#9202 0.000000 Bessemer
#9217 0.000000 Founders Fund
#9398 0.000000 My Climate Journey
#9608 0.000000 Accel
#9636 0.000000 Sutter Hill Ventures
#9749 0.000000 Index Ventures
#9958 0.000000 Benchmark Capital
#9959 0.000000 Sequioa

Software Engineering

#8739 0.000000 Zig
#9297 0.000000 Rust

Automatically Detected Communities