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?

Zack Cooper

Zack Cooper

@zackcooperYale

Lens Rankings

Culture and Political Economy

#711 0.000199 RadicalxChange
#2911 0.000029 The Long Now Foundation
#3264 0.000031 Progress Studies
#3332 0.000020 Harper's Open Letter
#6539 0.000001 Schumacher Circle
#6584 0.000001 Fair Vote
#6673 0.000001 Electronic Privacy Information Center (EPIC)
#6719 0.000001 Extinction Rebellion
#6741 0.000001 Claremont Institute
#6752 0.000001 Ecosocialism
#6758 0.000001 Existential Risks
#6814 0.000001 Sierra Clib
#7046 0.000001 350.org
#7216 0.000001 Environmental Defense Fund
#7396 0.000008 Ecomodernists
#7486 0.000013 Arnold Kling's Fantasy Intellectual Teams
#8462 0.000000 Environmental Journalists
#8907 0.000000 Bismark Analysis
#9324 0.000000 Social Epistemology
#9644 0.000000 Heterodox Academy
#9859 0.000000 Climate Solutions
#9878 0.000000 Populist Libertarians
#9934 0.000000 Works in Progress

Science

#722 0.000186 EconTwitter
#781 0.000155 Biotech
#1115 0.000121 Epidimiology Twitter
#2082 0.000082 Epidemiology Journalism
#7069 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#7475 0.000001 Philosophy Twitter

system

#1256 0.000095 Reality-Based Community
#9830 0.000013 Baseline

Think Tanks

#1371 0.000082 Columbia SIPA Center for Energy Policy
#3033 0.000040 Council on Foreign Relations
#4571 0.000027 American Enterprise Institute
#4571 0.000027 National Bureau of Economic Research
#4973 0.000005 Hudson Institute
#6912 0.000001 RAND Corporation
#6971 0.000001 Belfer Center
#7158 0.000001 Urban Institute
#7338 0.000001 Niskanen Center
#7343 0.000001 Heritage Foundation
#7726 0.000001 Cato Institute
#8630 0.000001 Atlantic Council
#9011 0.000010 Brookings

Venture Capital

#2695 0.000041 Initialized Capital
#6556 0.000001 Standard Crypto
#6581 0.000001 Founders Fund
#6980 0.000001 Accel
#7343 0.000001 Sequioa
#7731 0.000001 Y Combinator
#8700 0.000000 Bessemer
#8903 0.000000 My Climate Journey
#9141 0.000000 Sutter Hill Ventures
#9250 0.000000 Index Ventures
#9464 0.000000 Benchmark Capital
#9534 0.000000 Homebrew

Journalism

#4014 0.000031 The New York Times
#4693 0.000026 The Atlantic
#5162 0.000023 Bloomberg Opinion
#6831 0.000001 The Information
#7316 0.000001 Stat News
#7338 0.000001 Foreign Policy
#7587 0.000001 The Verge
#7734 0.000003 Washington Post
#8078 0.000000 OANN
#8102 0.000000 Newsmax
#8175 0.000001 The Economist
#8656 0.000001 The Daily Beast
#8746 0.000001 CNBC
#8861 0.000001 Techcrunch
#9375 0.000001 Wired
#9938 0.000001 Financial Times

Crypto

#6580 0.000001 Non-Fungible Tokens (NFTs)
#6665 0.000001 Crypto Political Economy
#6743 0.000001 Polkadot
#8314 0.000000 Decentralized Autonomous Organizations (DAOs)
#9097 0.000000 Crypto Journalists
#9154 0.000000 Cosmos
#9160 0.000000 Crypto Angels

Software Engineering

#6659 0.000001 Rust
#8236 0.000000 Zig

Automatically Detected Communities