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?

Dr. Joseph Lorenzo Hall

Dr. Joseph Lorenzo Hall

@JoeBeOne

Lens Rankings

Culture and Political Economy

#40 0.001759 EFF
#141 0.000888 Electronic Privacy Information Center (EPIC)
#4140 0.000001 Schumacher Circle
#4186 0.000001 Fair Vote
#4321 0.000001 Extinction Rebellion
#4361 0.000001 Existential Risks
#4367 0.000001 Claremont Institute
#4380 0.000001 Ecosocialism
#4435 0.000001 Sierra Clib
#4663 0.000001 350.org
#4839 0.000001 Environmental Defense Fund
#5513 0.000000 Environmental Journalists
#5700 0.000019 Arnold Kling's Fantasy Intellectual Teams
#5992 0.000000 Bismark Analysis
#6497 0.000000 Social Epistemology
#6539 0.000000 Climate Solutions
#6625 0.000000 RadicalxChange
#6733 0.000000 Heterodox Academy
#6916 0.000000 Populist Libertarians
#7061 0.000000 Works in Progress
#7531 0.000000 Effective Altruism
#7569 0.000000 Black Lives Matter
#9246 0.000000 Anarachists
#9828 0.000000 Moderate Conservatism

Think Tanks

#248 0.000729 Atlantic Council
#2206 0.000065 Brookings
#3760 0.000006 Niskanen Center
#4545 0.000001 RAND Corporation
#4604 0.000001 Belfer Center
#4787 0.000001 Urban Institute
#4889 0.000018 Mercatus Center
#5005 0.000001 Heritage Foundation
#5402 0.000001 Cato Institute
#5892 0.000018 Council on Foreign Relations
#6222 0.000002 Eurasia Group
#6712 0.000000 Asia Society Policy Institute
#7254 0.000000 Berggruen Institute
#8305 0.000000 Earth Institute
#9005 0.000000 Columbia SIPA Center for Energy Policy

Crypto

#527 0.000346 Public Goods Funding
#754 0.000188 Ethereum
#980 0.000102 Crypto Infrastructure
#4184 0.000001 Non-Fungible Tokens (NFTs)
#4276 0.000001 Crypto Political Economy
#4348 0.000001 Polkadot
#5285 0.000000 Decentralized Autonomous Organizations (DAOs)
#6182 0.000000 Crypto Journalists
#6190 0.000000 Crypto Angels
#6229 0.000000 Cosmos
#7448 0.000000 Decentralized Finance (DeFi)
#8942 0.000003 Crypto VC
#9262 0.000000 Decentralized Web
#9804 0.000000 Crypto Investing

Journalism

#667 0.000186 Ars Technica
#1358 0.000099 The Atlantic
#2073 0.000018 The Daily Beast
#2123 0.000076 The New York Times
#2410 0.000036 Financial Times
#2826 0.000006 Techcrunch
#3760 0.000006 Foreign Policy
#4467 0.000001 The Information
#4975 0.000001 Stat News
#5023 0.000000 OANN
#5041 0.000000 Newsmax
#5273 0.000001 The Verge
#5871 0.000001 The Economist
#6463 0.000001 CNBC
#7170 0.000001 Wired
#7333 0.000000 The Intercept
#7503 0.000003 Washington Post
#8045 0.000003 The Dispatch
#8147 0.000001 BuzzFeed
#8447 0.000000 Palladium Magazine
#8774 0.000001 The Los Angeles Times
#9621 0.000001 VICE

Science

#2821 0.000032 Biotech
#3943 0.000006 Epidemiology Journalism
#4686 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#5100 0.000001 Philosophy Twitter
#6694 0.000001 Epidimiology Twitter

Venture Capital

#2559 0.000024 Village Global
#4159 0.000001 Standard Crypto
#4197 0.000001 Founders Fund
#4607 0.000001 Accel
#4979 0.000001 Sequioa
#5402 0.000001 Y Combinator
#5681 0.000000 Bessemer
#5960 0.000000 My Climate Journey
#6179 0.000000 Sutter Hill Ventures
#6225 0.000000 Index Ventures
#6543 0.000000 Benchmark Capital
#6692 0.000000 Homebrew
#7854 0.000000 Initialized Capital
#8567 0.000000 Khosla Ventures

system

#7824 0.000016 Think Tanks
#8027 0.000017 Baseline

Software Engineering

#4280 0.000001 Rust
#5182 0.000000 Zig

Automatically Detected Communities