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?

Beth Popp Berman

Beth Popp Berman

@epopppp

Lens Rankings

Think Tanks

#308 0.000397 Urban Institute
#543 0.000290 Mercatus Center
#587 0.000259 Niskanen Center
#1383 0.000112 American Enterprise Institute
#1383 0.000112 National Bureau of Economic Research
#2256 0.000056 Peterson Institute for International Economics
#2994 0.000045 Brookings
#4390 0.000001 RAND Corporation
#4449 0.000001 Belfer Center
#4851 0.000001 Heritage Foundation
#5249 0.000001 Cato Institute
#6091 0.000001 Asia Society Policy Institute
#6163 0.000014 Center for American Progress
#6207 0.000001 Atlantic Council
#6760 0.000001 Berggruen Institute
#7818 0.000001 Earth Institute
#8029 0.000001 Eurasia Group
#8522 0.000001 Columbia SIPA Center for Energy Policy
#9108 0.000002 Hoover Institution

Journalism

#587 0.000259 Foreign Policy
#711 0.000195 The Dispatch
#4053 0.000031 Bloomberg Opinion
#4309 0.000022 Recode
#4311 0.000001 The Information
#4487 0.000001 OANN
#4508 0.000001 Newsmax
#4821 0.000001 Stat News
#5123 0.000001 The Verge
#5720 0.000001 The Economist
#6268 0.000001 The Daily Beast
#6317 0.000001 CNBC
#6404 0.000018 The Atlantic
#6871 0.000001 The Intercept
#7031 0.000001 Wired
#7552 0.000001 Financial Times
#7986 0.000001 Palladium Magazine
#8010 0.000001 BuzzFeed
#8637 0.000001 The Los Angeles Times
#9484 0.000001 VICE

Culture and Political Economy

#583 0.000252 RadicalxChange
#964 0.000162 Progress Studies
#1101 0.000146 Heterodox Academy
#1729 0.000073 Moderate Conservatism
#2608 0.000049 Arnold Kling's Fantasy Intellectual Teams
#2935 0.000038 Ecomodernists
#3408 0.000021 Rationality
#3981 0.000001 Schumacher Circle
#4027 0.000001 Fair Vote
#4128 0.000001 Electronic Privacy Information Center (EPIC)
#4162 0.000001 Extinction Rebellion
#4202 0.000001 Existential Risks
#4211 0.000001 Claremont Institute
#4223 0.000001 Ecosocialism
#4278 0.000001 Sierra Clib
#4505 0.000001 350.org
#4681 0.000001 Environmental Defense Fund
#4999 0.000001 Environmental Journalists
#5481 0.000001 Bismark Analysis
#5501 0.000002 Anarachists
#5969 0.000001 Climate Solutions
#6039 0.000001 Social Epistemology
#6248 0.000008 Harper's Open Letter
#6414 0.000001 Populist Libertarians
#6574 0.000001 Works in Progress
#6858 0.000007 Persuasion Community
#7035 0.000001 Effective Altruism
#7067 0.000001 Black Lives Matter
#7687 0.000001 EFF
#9693 0.000001 Foundation for Individual Rights in Education (FIRE)

system

#1261 0.000125 Think Tanks
#7663 0.000018 Baseline
#9210 0.000028 Reality-Based Community

Science

#1700 0.000070 EconTwitter
#4530 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#4944 0.000001 Philosophy Twitter
#6546 0.000001 Epidimiology Twitter
#7640 0.000001 Epidemiology Journalism

Crypto

#4026 0.000001 Non-Fungible Tokens (NFTs)
#4117 0.000001 Crypto Political Economy
#4190 0.000001 Polkadot
#4758 0.000001 Decentralized Autonomous Organizations (DAOs)
#5676 0.000001 Crypto Angels
#5684 0.000001 Crypto Journalists
#5726 0.000001 Cosmos
#6662 0.000001 Public Goods Funding
#6936 0.000001 Decentralized Finance (DeFi)
#8755 0.000001 Decentralized Web
#8780 0.000001 Ethereum
#9313 0.000001 Crypto Investing

Venture Capital

#4001 0.000001 Standard Crypto
#4038 0.000001 Founders Fund
#4449 0.000001 Accel
#4823 0.000001 Sequioa
#5166 0.000001 Bessemer
#5254 0.000001 Y Combinator
#5463 0.000001 My Climate Journey
#5680 0.000001 Sutter Hill Ventures
#5699 0.000001 Index Ventures
#6049 0.000001 Benchmark Capital
#6213 0.000001 Homebrew
#7106 0.000001 Village Global
#7395 0.000001 Initialized Capital
#8149 0.000001 Khosla Ventures

Software Engineering

#4122 0.000001 Rust
#4646 0.000001 Zig

Automatically Detected Communities