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?

Bill Hanage

Bill Hanage

@BillHanage

Lens Rankings

Science

#22 0.003457 Epidemiology Journalism
#33 0.005002 Epidimiology Twitter
#390 0.000289 Biotech
#977 0.000004 Intergovernmental Panel on Climate Change (IPCC)
#1320 0.000004 Philosophy Twitter
#9139 0.000004 EconTwitter
#9678 0.000004 ClimateTwitter

Journalism

#168 0.000865 Stat News
#230 0.000464 The Atlantic
#790 0.000095 CNBC
#799 0.000004 The Information
#803 0.000228 The New York Times
#1131 0.000002 Newsmax
#1145 0.000002 OANN
#1605 0.000075 VICE
#1733 0.000004 The Verge
#2294 0.000004 The Economist
#2839 0.000046 Bloomberg Opinion
#3074 0.000004 The Daily Beast
#3603 0.000004 Reuters
#3767 0.000014 Washington Post
#3996 0.000004 Wired
#4175 0.000004 Financial Times
#4286 0.000002 The Intercept
#4406 0.000004 Foreign Policy
#4870 0.000004 BuzzFeed
#5074 0.000002 Palladium Magazine
#5389 0.000002 Techcrunch
#5403 0.000004 The Los Angeles Times
#8104 0.000002 Recode
#8124 0.000002 The Dispatch
#8490 0.000004 Wall Street Journal
#9670 0.000005 Ars Technica

Crypto

#407 0.000004 Non-Fungible Tokens (NFTs)
#463 0.000311 Crypto Journalists
#560 0.000004 Crypto Political Economy
#603 0.000004 Polkadot
#1495 0.000002 Decentralized Autonomous Organizations (DAOs)
#2503 0.000002 Crypto Angels
#2693 0.000002 Cosmos
#2990 0.000002 Public Goods Funding
#3021 0.000004 Decentralized Finance (DeFi)
#4132 0.000003 Ethereum
#4592 0.000002 Decentralized Web
#5210 0.000002 Crypto Investing
#7320 0.000002 IDEO Founder Collective
#7639 0.000002 Crypto Infrastructure
#7819 0.000004 Crypto VC

Culture and Political Economy

#360 0.000004 Schumacher Circle
#409 0.000004 Fair Vote
#543 0.000004 Electronic Privacy Information Center (EPIC)
#558 0.000004 Extinction Rebellion
#596 0.000004 Existential Risks
#638 0.000214 Works in Progress
#663 0.000004 Claremont Institute
#682 0.000004 Ecosocialism
#707 0.000004 Sierra Clib
#923 0.000004 350.org
#1111 0.000004 Environmental Defense Fund
#1275 0.000102 Arnold Kling's Fantasy Intellectual Teams
#1912 0.000002 Environmental Journalists
#2070 0.000064 EFF
#2176 0.000055 Ecomodernists
#2185 0.000002 Climate Solutions
#2304 0.000040 Foundation for Individual Rights in Education (FIRE)
#2457 0.000002 Bismark Analysis
#2945 0.000017 Effective Altruism
#2957 0.000002 RadicalxChange
#3209 0.000024 The Long Now Foundation
#3223 0.000002 Populist Libertarians
#3240 0.000002 Heterodox Academy
#3344 0.000002 Social Epistemology
#3404 0.000028 Progress Studies
#4116 0.000002 Black Lives Matter
#4716 0.000002 Anarachists
#5750 0.000009 Harper's Open Letter
#6610 0.000002 Moderate Conservatism
#6790 0.000004 Rationality
#6984 0.000002 Degrowth
#9805 0.000004 Persuasion Community

Think Tanks

#590 0.000203 Council on Foreign Relations
#849 0.000004 RAND Corporation
#907 0.000004 Belfer Center
#1108 0.000004 Urban Institute
#1164 0.000065 Adam Smith Institute
#1224 0.000151 Earth Institute
#1319 0.000004 Heritage Foundation
#1794 0.000004 Cato Institute
#1794 0.000002 Asia Society Policy Institute
#2167 0.000021 Atlantic Council
#2351 0.000061 Center for American Progress
#3152 0.000044 American Enterprise Institute
#3152 0.000044 National Bureau of Economic Research
#3713 0.000002 Berggruen Institute
#4406 0.000004 Niskanen Center
#5719 0.000002 Columbia SIPA Center for Energy Policy
#5962 0.000002 Eurasia Group
#6220 0.000002 Hudson Institute
#7299 0.000002 Peterson Institute for International Economics
#8521 0.000002 Hoover Institution

system

#333 0.000142 Reality-Based Community
#3227 0.000041 Think Tanks
#6101 0.000026 Baseline

Venture Capital

#398 0.000004 Standard Crypto
#482 0.000004 Founders Fund
#929 0.000004 Accel
#1347 0.000018 Y Combinator
#1351 0.000004 Sequioa
#1928 0.000002 Bessemer
#2402 0.000002 Index Ventures
#2410 0.000002 My Climate Journey
#2608 0.000002 Sutter Hill Ventures
#3026 0.000002 Benchmark Capital
#3406 0.000002 Homebrew
#4041 0.000002 Village Global
#4389 0.000002 Initialized Capital
#5460 0.000002 Khosla Ventures

Informal Community

#9812 0.000010 Founders

Software Engineering

#541 0.000004 Rust
#1296 0.000002 Zig

Automatically Detected Communities