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?

Sam D'Amico

Sam D'Amico

@sdamico

Lens Rankings

Venture Capital

#104 0.000735 Founders Fund
#190 0.000646 Initialized Capital
#365 0.000365 Khosla Ventures
#789 0.000200 Village Global
#1426 0.000096 A16Z
#1891 0.000069 Sutter Hill Ventures
#2669 0.000001 Standard Crypto
#3147 0.000001 Accel
#3523 0.000001 Sequioa
#3988 0.000001 Y Combinator
#4591 0.000001 Bessemer
#4914 0.000001 My Climate Journey
#5123 0.000001 Index Ventures
#5497 0.000001 Benchmark Capital
#5688 0.000001 Homebrew

Crypto

#295 0.000635 Public Goods Funding
#436 0.000345 Ethereum
#1063 0.000091 Crypto Infrastructure
#2235 0.000049 Crypto VC
#2692 0.000001 Non-Fungible Tokens (NFTs)
#2794 0.000001 Crypto Political Economy
#2863 0.000001 Polkadot
#3093 0.000013 Crypto Investing
#4181 0.000001 Decentralized Autonomous Organizations (DAOs)
#5114 0.000001 Crypto Angels
#5137 0.000001 Crypto Journalists
#5178 0.000001 Cosmos
#6336 0.000001 Decentralized Finance (DeFi)
#8185 0.000001 Decentralized Web

Journalism

#160 0.000573 Bloomberg Opinion
#515 0.000302 Foreign Policy
#2107 0.000053 Ars Technica
#2114 0.000009 Techcrunch
#2478 0.000052 The Intercept
#3004 0.000001 The Information
#3520 0.000001 Stat News
#3842 0.000001 The Verge
#3902 0.000001 OANN
#3921 0.000001 Newsmax
#4300 0.000004 Palladium Magazine
#4452 0.000001 The Economist
#5057 0.000001 The Daily Beast
#5059 0.000001 CNBC
#5147 0.000023 The Atlantic
#5870 0.000001 Wired
#6319 0.000001 Financial Times
#6867 0.000001 BuzzFeed
#7475 0.000001 The Los Angeles Times
#8331 0.000001 VICE

Culture and Political Economy

#290 0.000522 Social Epistemology
#443 0.000261 Rationality
#624 0.000207 The Long Now Foundation
#654 0.000243 Progress Studies
#1114 0.000116 Arnold Kling's Fantasy Intellectual Teams
#2647 0.000001 Schumacher Circle
#2694 0.000001 Fair Vote
#2722 0.000042 Ecomodernists
#2800 0.000001 Electronic Privacy Information Center (EPIC)
#2831 0.000001 Extinction Rebellion
#2871 0.000001 Existential Risks
#2902 0.000001 Claremont Institute
#2903 0.000001 Ecosocialism
#2950 0.000001 Sierra Clib
#3179 0.000001 350.org
#3357 0.000001 Environmental Defense Fund
#4441 0.000001 Environmental Journalists
#4496 0.000003 Anarachists
#4944 0.000001 Bismark Analysis
#5337 0.000001 Climate Solutions
#5517 0.000007 Degrowth
#5565 0.000001 RadicalxChange
#5683 0.000001 Heterodox Academy
#5732 0.000009 Persuasion Community
#5859 0.000001 Populist Libertarians
#5939 0.000009 Harper's Open Letter
#6057 0.000001 Works in Progress
#6505 0.000001 Effective Altruism
#6530 0.000001 Black Lives Matter
#7163 0.000001 EFF
#7613 0.000005 Foundation Against Intolerance and Racism
#8932 0.000001 Moderate Conservatism
#9212 0.000001 Foundation for Individual Rights in Education (FIRE)

Think Tanks

#515 0.000302 Niskanen Center
#947 0.000060 Eurasia Group
#1112 0.000118 Peterson Institute for International Economics
#1327 0.000120 Mercatus Center
#1652 0.000023 Berggruen Institute
#2706 0.000039 Hoover Institution
#3082 0.000001 RAND Corporation
#3129 0.000001 Belfer Center
#3321 0.000001 Urban Institute
#3544 0.000001 Heritage Foundation
#3978 0.000001 Cato Institute
#4100 0.000031 Brookings
#4959 0.000001 Atlantic Council
#5320 0.000021 Council on Foreign Relations
#5373 0.000001 Asia Society Policy Institute
#5566 0.000020 American Enterprise Institute
#5566 0.000020 National Bureau of Economic Research
#7277 0.000001 Earth Institute
#8006 0.000001 Columbia SIPA Center for Energy Policy

Science

#3212 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#3622 0.000001 Philosophy Twitter
#5285 0.000001 Epidimiology Twitter
#7154 0.000001 Epidemiology Journalism
#9900 0.000001 Biotech

Software Engineering

#2802 0.000001 Rust
#4064 0.000001 Zig

Automatically Detected Communities