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?

Patrick OShaughnessy

Patrick OShaughnessy

@patrick_oshag

Lens Rankings

Venture Capital

#18 0.004360 Benchmark Capital
#44 0.002370 Initialized Capital
#115 0.000974 A16Z
#128 0.000263 Founders Fund
#153 0.000904 Village Global
#179 0.000843 Khosla Ventures
#202 0.000775 My Climate Journey
#285 0.000339 Bessemer
#382 0.000493 Sutter Hill Ventures
#396 0.000251 Index Ventures
#411 0.000422 Y Combinator
#452 0.000003 Standard Crypto
#984 0.000003 Accel
#1403 0.000003 Sequioa
#1554 0.000123 Homebrew

Crypto

#162 0.000865 Crypto VC
#445 0.000177 Cosmos
#459 0.000298 IDEO Founder Collective
#463 0.000003 Non-Fungible Tokens (NFTs)
#581 0.000160 Decentralized Autonomous Organizations (DAOs)
#615 0.000003 Crypto Political Economy
#659 0.000003 Polkadot
#907 0.000097 Crypto Investing
#1688 0.000031 Crypto Angels
#1708 0.000057 Crypto Journalists
#2436 0.000017 Decentralized Web
#2625 0.000027 Crypto Infrastructure
#3172 0.000003 Decentralized Finance (DeFi)
#3193 0.000002 Public Goods Funding
#4228 0.000002 Ethereum

Culture and Political Economy

#279 0.000569 Progress Studies
#299 0.000395 The Long Now Foundation
#416 0.000003 Schumacher Circle
#461 0.000325 Bismark Analysis
#465 0.000003 Fair Vote
#531 0.000300 Social Epistemology
#597 0.000003 Electronic Privacy Information Center (EPIC)
#614 0.000003 Extinction Rebellion
#652 0.000003 Existential Risks
#716 0.000003 Claremont Institute
#734 0.000003 Ecosocialism
#761 0.000003 Sierra Clib
#978 0.000003 350.org
#1166 0.000003 Environmental Defense Fund
#1266 0.000090 Rationality
#2009 0.000002 Environmental Journalists
#2222 0.000002 Climate Solutions
#2624 0.000021 Effective Altruism
#3052 0.000002 RadicalxChange
#3108 0.000040 Arnold Kling's Fantasy Intellectual Teams
#3331 0.000002 Heterodox Academy
#3351 0.000002 Populist Libertarians
#3791 0.000002 Works in Progress
#4219 0.000002 Black Lives Matter
#4912 0.000002 EFF
#5065 0.000002 Anarachists
#6498 0.000007 Foundation Against Intolerance and Racism
#6741 0.000002 Moderate Conservatism
#6801 0.000002 Foundation for Individual Rights in Education (FIRE)
#7195 0.000002 Degrowth

Think Tanks

#213 0.000431 Berggruen Institute
#902 0.000003 RAND Corporation
#962 0.000003 Belfer Center
#1094 0.000147 Mercatus Center
#1161 0.000003 Urban Institute
#1372 0.000003 Heritage Foundation
#1858 0.000003 Cato Institute
#1993 0.000002 Asia Society Policy Institute
#2902 0.000003 Atlantic Council
#4398 0.000002 Earth Institute
#4856 0.000005 Hudson Institute
#5798 0.000002 Columbia SIPA Center for Energy Policy
#6101 0.000002 Niskanen Center
#6222 0.000003 Adam Smith Institute
#6232 0.000002 Eurasia Group
#7464 0.000002 Peterson Institute for International Economics
#8790 0.000002 Hoover Institution

Journalism

#851 0.000003 The Information
#992 0.000133 Bloomberg Opinion
#1254 0.000002 Newsmax
#1264 0.000002 OANN
#1397 0.000003 Stat News
#1525 0.000019 Techcrunch
#1781 0.000003 The Verge
#2347 0.000003 The Economist
#2500 0.000051 Recode
#2958 0.000003 CNBC
#3121 0.000003 The Daily Beast
#3451 0.000036 The Atlantic
#3718 0.000004 Reuters
#4032 0.000003 Wired
#4232 0.000003 Financial Times
#4360 0.000002 The Intercept
#4935 0.000003 BuzzFeed
#5245 0.000002 Palladium Magazine
#5246 0.000019 New Yorker
#5481 0.000003 The Los Angeles Times
#6101 0.000002 Foreign Policy
#6422 0.000003 VICE
#7722 0.000003 Washington Post
#8356 0.000002 The Dispatch
#8603 0.000003 Wall Street Journal

Informal Community

#1105 0.000122 Founders

Science

#1032 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1253 0.000084 Biotech
#1376 0.000003 Philosophy Twitter
#3197 0.000003 Epidimiology Twitter
#4802 0.000002 Epidemiology Journalism
#9422 0.000003 EconTwitter
#9862 0.000003 ClimateTwitter

Software Engineering

#597 0.000003 Rust
#1421 0.000002 Zig

Automatically Detected Communities