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?

AEI

AEI

@AEI

Lens Rankings

Think Tanks

#15 0.004439 American Enterprise Institute
#15 0.004439 National Bureau of Economic Research
#1387 0.000042 Eurasia Group
#1427 0.000086 Council on Foreign Relations
#2596 0.000052 Mercatus Center
#4351 0.000001 RAND Corporation
#4410 0.000001 Belfer Center
#4595 0.000001 Urban Institute
#4813 0.000001 Heritage Foundation
#5210 0.000001 Cato Institute
#5352 0.000004 Hudson Institute
#6169 0.000001 Atlantic Council
#6759 0.000002 Niskanen Center
#8382 0.000003 Hoover Institution
#8405 0.000000 Asia Society Policy Institute
#8633 0.000000 Berggruen Institute
#9088 0.000010 Brookings
#9689 0.000000 Earth Institute

Journalism

#58 0.002751 CNBC
#116 0.001180 The Dispatch
#1364 0.000098 The Atlantic
#2898 0.000045 Bloomberg Opinion
#4272 0.000001 The Information
#4782 0.000001 Stat News
#5085 0.000001 The Verge
#5682 0.000001 The Economist
#6232 0.000001 The Daily Beast
#6509 0.000000 OANN
#6529 0.000000 Newsmax
#6759 0.000002 Foreign Policy
#6934 0.000005 The New York Post
#6995 0.000001 Wired
#7323 0.000002 Reuters
#7516 0.000001 Financial Times
#7973 0.000001 BuzzFeed
#8603 0.000001 The Los Angeles Times
#8666 0.000000 The Intercept
#9448 0.000001 VICE
#9764 0.000000 Palladium Magazine

Science

#69 0.002555 Epidimiology Twitter
#376 0.000301 Biotech
#4491 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#4905 0.000001 Philosophy Twitter
#9416 0.000000 Epidemiology Journalism

Culture and Political Economy

#213 0.000589 Moderate Conservatism
#1171 0.000115 Foundation Against Intolerance and Racism
#1244 0.000119 Heterodox Academy
#3443 0.000035 Arnold Kling's Fantasy Intellectual Teams
#3563 0.000022 Persuasion Community
#3942 0.000001 Schumacher Circle
#3988 0.000001 Fair Vote
#4089 0.000001 Electronic Privacy Information Center (EPIC)
#4123 0.000001 Extinction Rebellion
#4163 0.000001 Existential Risks
#4173 0.000001 Claremont Institute
#4185 0.000001 Ecosocialism
#4239 0.000001 Sierra Clib
#4467 0.000001 350.org
#4618 0.000013 Harper's Open Letter
#4642 0.000001 Environmental Defense Fund
#5686 0.000007 Rationality
#5941 0.000004 Progress Studies
#6939 0.000000 Environmental Journalists
#7411 0.000000 Bismark Analysis
#7845 0.000000 Social Epistemology
#8077 0.000000 RadicalxChange
#8162 0.000000 Climate Solutions
#8362 0.000000 Populist Libertarians
#8447 0.000000 Works in Progress
#8927 0.000000 Effective Altruism
#8950 0.000000 Black Lives Matter
#9535 0.000000 EFF

system

#725 0.000563 Think Tanks
#4078 0.000102 Baseline
#8485 0.000049 Reality-Based Community

Crypto

#3987 0.000001 Non-Fungible Tokens (NFTs)
#4079 0.000001 Crypto Political Economy
#4151 0.000001 Polkadot
#6760 0.000000 Decentralized Autonomous Organizations (DAOs)
#7596 0.000000 Crypto Journalists
#7635 0.000000 Crypto Angels
#7646 0.000000 Cosmos
#8587 0.000000 Public Goods Funding
#8991 0.000000 Decentralized Finance (DeFi)

Venture Capital

#3962 0.000001 Standard Crypto
#3999 0.000001 Founders Fund
#4412 0.000001 Accel
#4784 0.000001 Sequioa
#5217 0.000001 Y Combinator
#7152 0.000000 Bessemer
#7400 0.000000 My Climate Journey
#7615 0.000000 Sutter Hill Ventures
#7693 0.000000 Index Ventures
#7963 0.000000 Benchmark Capital
#8069 0.000000 Homebrew
#8931 0.000000 Village Global
#9296 0.000000 Initialized Capital
#9868 0.000000 Khosla Ventures

Software Engineering

#4083 0.000001 Rust
#6667 0.000000 Zig

Automatically Detected Communities