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?

Katherine Boyle

Katherine Boyle

@KTmBoyle

Lens Rankings

Venture Capital

#39 0.002671 Village Global
#61 0.002358 Founders Fund
#180 0.000492 Index Ventures
#205 0.000607 Initialized Capital
#207 0.000754 Khosla Ventures
#371 0.000383 A16Z
#600 0.000322 Sutter Hill Ventures
#620 0.000248 Benchmark Capital
#970 0.000024 Sequioa
#1068 0.000183 Homebrew
#1133 0.000167 My Climate Journey
#1302 0.000030 Bessemer
#1621 0.000002 Standard Crypto
#2115 0.000002 Accel
#2993 0.000002 Y Combinator

Culture and Political Economy

#210 0.000750 Bismark Analysis
#429 0.000210 Populist Libertarians
#690 0.000186 The Long Now Foundation
#882 0.000179 Progress Studies
#1375 0.000086 RadicalxChange
#1529 0.000085 Arnold Kling's Fantasy Intellectual Teams
#1595 0.000002 Schumacher Circle
#1642 0.000002 Fair Vote
#1732 0.000074 Social Epistemology
#1755 0.000002 Electronic Privacy Information Center (EPIC)
#1783 0.000002 Extinction Rebellion
#1825 0.000002 Existential Risks
#1867 0.000002 Claremont Institute
#1876 0.000002 Ecosocialism
#1908 0.000002 Sierra Clib
#1997 0.000058 Foundation Against Intolerance and Racism
#2131 0.000002 350.org
#2318 0.000002 Environmental Defense Fund
#2543 0.000039 Persuasion Community
#2897 0.000001 Environmental Journalists
#3019 0.000001 Climate Solutions
#3082 0.000025 Rationality
#3390 0.000019 Harper's Open Letter
#4179 0.000001 Heterodox Academy
#4594 0.000001 Works in Progress
#5031 0.000001 Effective Altruism
#5057 0.000001 Black Lives Matter
#5306 0.000010 Moderate Conservatism
#5725 0.000001 EFF
#6605 0.000001 Anarachists
#7860 0.000001 Foundation for Individual Rights in Education (FIRE)
#8556 0.000001 Degrowth

Journalism

#389 0.000288 Palladium Magazine
#639 0.000169 Washington Post
#1984 0.000002 The Information
#2259 0.000001 OANN
#2261 0.000001 Newsmax
#2510 0.000002 Stat News
#2846 0.000002 The Verge
#3460 0.000002 The Economist
#3595 0.000007 Foreign Policy
#3756 0.000026 The Dispatch
#4058 0.000002 CNBC
#4134 0.000002 The Daily Beast
#4313 0.000003 Techcrunch
#4950 0.000024 The Atlantic
#4972 0.000002 Wired
#5056 0.000001 The Intercept
#5345 0.000002 Financial Times
#5546 0.000013 Recode
#5945 0.000002 BuzzFeed
#6573 0.000002 The Los Angeles Times
#7447 0.000002 VICE
#7767 0.000011 New Yorker
#8512 0.000001 Reuters
#8965 0.000012 Bloomberg Opinion
#9811 0.000002 Wall Street Journal

Crypto

#814 0.000171 Crypto VC
#1582 0.000054 Crypto Infrastructure
#1641 0.000002 Non-Fungible Tokens (NFTs)
#1754 0.000002 Crypto Political Economy
#1819 0.000002 Polkadot
#1836 0.000034 Crypto Investing
#2466 0.000041 IDEO Founder Collective
#2562 0.000001 Decentralized Autonomous Organizations (DAOs)
#3466 0.000006 Decentralized Web
#3537 0.000001 Crypto Angels
#3618 0.000001 Crypto Journalists
#3663 0.000001 Cosmos
#4525 0.000001 Public Goods Funding
#4590 0.000001 Decentralized Finance (DeFi)
#6092 0.000001 Ethereum

system

#2921 0.000135 Baseline
#5044 0.000076 Reality-Based Community

Think Tanks

#2049 0.000002 RAND Corporation
#2104 0.000002 Belfer Center
#2296 0.000002 Urban Institute
#2528 0.000002 Heritage Foundation
#2973 0.000002 Cato Institute
#3288 0.000001 Asia Society Policy Institute
#3595 0.000007 Niskanen Center
#3858 0.000008 Hudson Institute
#3999 0.000002 Atlantic Council
#4603 0.000027 American Enterprise Institute
#4603 0.000027 National Bureau of Economic Research
#4766 0.000001 Berggruen Institute
#4907 0.000024 Brookings
#5289 0.000011 Peterson Institute for International Economics
#5697 0.000001 Earth Institute
#6575 0.000001 Columbia SIPA Center for Energy Policy
#7983 0.000012 Council on Foreign Relations
#8101 0.000001 Eurasia Group
#8606 0.000002 Hoover Institution
#9460 0.000004 Mercatus Center

Informal Community

#4561 0.000026 Founders

Science

#2176 0.000002 Intergovernmental Panel on Climate Change (IPCC)
#2572 0.000002 Philosophy Twitter
#4335 0.000002 Epidimiology Twitter
#5802 0.000001 Epidemiology Journalism
#8648 0.000001 Biotech

Software Engineering

#1761 0.000002 Rust
#2425 0.000001 Zig

Automatically Detected Communities