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?

Geoff Lewis

Geoff Lewis

@GeoffLewisOrg

Lens Rankings

Venture Capital

#17 0.005486 Khosla Ventures
#72 0.001465 Founders Fund
#165 0.000856 Village Global
#219 0.000615 A16Z
#285 0.000476 Initialized Capital
#463 0.000212 Index Ventures
#610 0.000227 Y Combinator
#619 0.000160 Sequioa
#1234 0.000002 Standard Crypto
#1247 0.000127 Sutter Hill Ventures
#1299 0.000114 Benchmark Capital
#1616 0.000117 Homebrew
#1735 0.000002 Accel
#2689 0.000001 Bessemer
#3109 0.000001 My Climate Journey

Culture and Political Economy

#431 0.000351 Bismark Analysis
#551 0.000284 Progress Studies
#637 0.000204 The Long Now Foundation
#1186 0.000072 Populist Libertarians
#1205 0.000002 Schumacher Circle
#1252 0.000002 Fair Vote
#1369 0.000002 Electronic Privacy Information Center (EPIC)
#1397 0.000002 Extinction Rebellion
#1436 0.000002 Existential Risks
#1483 0.000002 Claremont Institute
#1499 0.000002 Ecosocialism
#1522 0.000002 Sierra Clib
#1747 0.000002 350.org
#1933 0.000002 Environmental Defense Fund
#2288 0.000052 Ecomodernists
#2418 0.000053 Arnold Kling's Fantasy Intellectual Teams
#2622 0.000001 Environmental Journalists
#3092 0.000001 Climate Solutions
#3183 0.000015 Effective Altruism
#3666 0.000001 RadicalxChange
#3897 0.000001 Social Epistemology
#3917 0.000001 Heterodox Academy
#4034 0.000019 Foundation Against Intolerance and Racism
#4341 0.000001 Works in Progress
#4800 0.000001 Black Lives Matter
#5468 0.000001 EFF
#6220 0.000001 Anarachists
#7402 0.000001 Moderate Conservatism
#7576 0.000001 Foundation for Individual Rights in Education (FIRE)
#7650 0.000006 Harper's Open Letter
#8194 0.000001 Degrowth
#8196 0.000001 Rationality

Crypto

#478 0.000318 Crypto VC
#727 0.000220 Public Goods Funding
#838 0.000126 Crypto Infrastructure
#847 0.000149 IDEO Founder Collective
#1052 0.000119 Ethereum
#1065 0.000060 Cosmos
#1104 0.000075 Crypto Investing
#1251 0.000002 Non-Fungible Tokens (NFTs)
#1376 0.000002 Crypto Political Economy
#1433 0.000002 Polkadot
#2185 0.000023 Decentralized Web
#2265 0.000001 Decentralized Autonomous Organizations (DAOs)
#3251 0.000001 Crypto Angels
#3345 0.000001 Crypto Journalists
#4230 0.000001 Decentralized Finance (DeFi)

Journalism

#424 0.000262 Palladium Magazine
#1602 0.000002 The Information
#1958 0.000001 OANN
#1959 0.000001 Newsmax
#2135 0.000002 Stat News
#2484 0.000002 The Verge
#2801 0.000006 Techcrunch
#3081 0.000002 The Economist
#3281 0.000017 Washington Post
#3699 0.000002 CNBC
#3800 0.000002 The Daily Beast
#4591 0.000004 Foreign Policy
#4650 0.000002 Wired
#4832 0.000001 The Intercept
#4979 0.000002 Financial Times
#5626 0.000002 BuzzFeed
#6185 0.000019 Bloomberg Opinion
#6218 0.000002 The Los Angeles Times
#6487 0.000002 Reuters
#7123 0.000002 VICE
#9118 0.000001 Recode
#9400 0.000001 The Dispatch
#9462 0.000002 Wall Street Journal
#9479 0.000003 The New York Post
#9625 0.000008 New Yorker

Science

#842 0.000145 Biotech
#1794 0.000002 Intergovernmental Panel on Climate Change (IPCC)
#2189 0.000002 Philosophy Twitter
#3975 0.000002 Epidimiology Twitter
#5554 0.000001 Epidemiology Journalism

Think Tanks

#1666 0.000002 RAND Corporation
#1722 0.000002 Belfer Center
#1852 0.000083 Mercatus Center
#1918 0.000002 Urban Institute
#2151 0.000002 Heritage Foundation
#2591 0.000002 Cato Institute
#2689 0.000046 Peterson Institute for International Economics
#2918 0.000001 Asia Society Policy Institute
#3420 0.000010 Hudson Institute
#3630 0.000002 Atlantic Council
#4514 0.000001 Berggruen Institute
#4591 0.000004 Niskanen Center
#5374 0.000001 Earth Institute
#6332 0.000001 Columbia SIPA Center for Energy Policy
#7573 0.000001 Eurasia Group
#8439 0.000002 Adam Smith Institute
#9048 0.000008 American Enterprise Institute
#9048 0.000008 National Bureau of Economic Research
#9690 0.000001 Hoover Institution

Informal Community

#4255 0.000029 Founders

Software Engineering

#1374 0.000002 Rust
#2120 0.000001 Zig

Automatically Detected Communities