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?

Adam Kucharski

Adam Kucharski

@AdamJKucharski

Lens Rankings

Science

#31 0.005223 Epidimiology Twitter
#213 0.000661 Epidemiology Journalism
#516 0.000270 EconTwitter
#1045 0.000169 ClimateTwitter
#1245 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1268 0.000083 Biotech
#1600 0.000003 Philosophy Twitter

Journalism

#57 0.002015 Financial Times
#1061 0.000003 The Information
#1380 0.000098 The Atlantic
#1596 0.000003 Stat News
#1753 0.000001 Newsmax
#1754 0.000001 OANN
#1977 0.000003 The Verge
#2549 0.000003 The Economist
#2994 0.000005 Techcrunch
#3152 0.000003 CNBC
#3318 0.000003 The Daily Beast
#4206 0.000003 Wired
#4692 0.000001 The Intercept
#5141 0.000003 BuzzFeed
#5729 0.000003 The Los Angeles Times
#5741 0.000001 Palladium Magazine
#5891 0.000002 Reuters
#6641 0.000003 VICE
#7343 0.000001 Foreign Policy
#8449 0.000013 Bloomberg Opinion
#8520 0.000003 Washington Post
#8839 0.000003 Wall Street Journal
#8926 0.000001 Recode
#9175 0.000001 The Dispatch
#9880 0.000004 Ars Technica

Culture and Political Economy

#105 0.001202 Works in Progress
#141 0.000766 Existential Risks
#249 0.000403 Effective Altruism
#333 0.000463 Climate Solutions
#468 0.000255 Persuasion Community
#588 0.000269 Progress Studies
#637 0.000003 Schumacher Circle
#686 0.000003 Fair Vote
#813 0.000003 Electronic Privacy Information Center (EPIC)
#834 0.000003 Extinction Rebellion
#929 0.000003 Claremont Institute
#948 0.000003 Ecosocialism
#976 0.000003 Sierra Clib
#1179 0.000100 The Long Now Foundation
#1193 0.000003 350.org
#1380 0.000003 Environmental Defense Fund
#2444 0.000001 Environmental Journalists
#2985 0.000001 Bismark Analysis
#3479 0.000001 RadicalxChange
#3536 0.000030 Ecomodernists
#3741 0.000001 Social Epistemology
#3750 0.000001 Heterodox Academy
#3809 0.000001 Populist Libertarians
#4507 0.000013 Rationality
#4633 0.000001 Black Lives Matter
#4695 0.000010 Degrowth
#5311 0.000001 EFF
#5914 0.000009 Harper's Open Letter
#5921 0.000001 Anarachists
#7242 0.000001 Moderate Conservatism
#7403 0.000001 Foundation for Individual Rights in Education (FIRE)

system

#199 0.000169 Reality-Based Community
#3613 0.000037 Think Tanks

Think Tanks

#792 0.000157 Council on Foreign Relations
#895 0.000129 Columbia SIPA Center for Energy Policy
#989 0.000086 Adam Smith Institute
#1114 0.000003 RAND Corporation
#1174 0.000003 Belfer Center
#1360 0.000043 Eurasia Group
#1369 0.000003 Urban Institute
#1442 0.000091 Peterson Institute for International Economics
#1604 0.000003 Heritage Foundation
#2068 0.000003 Cato Institute
#2649 0.000001 Asia Society Policy Institute
#3111 0.000003 Atlantic Council
#4080 0.000031 American Enterprise Institute
#4080 0.000031 National Bureau of Economic Research
#4141 0.000029 Center for American Progress
#4340 0.000001 Berggruen Institute
#4788 0.000025 Brookings
#5134 0.000001 Earth Institute
#7343 0.000001 Niskanen Center
#7568 0.000001 Hudson Institute
#9538 0.000001 Hoover Institution

Venture Capital

#670 0.000003 Standard Crypto
#744 0.000003 Founders Fund
#1194 0.000003 Accel
#1393 0.000102 Benchmark Capital
#1601 0.000003 Sequioa
#2119 0.000003 Y Combinator
#2490 0.000001 Bessemer
#2928 0.000001 My Climate Journey
#3033 0.000001 Index Ventures
#3140 0.000001 Sutter Hill Ventures
#3851 0.000001 Homebrew
#4685 0.000001 Village Global
#4856 0.000001 Initialized Capital
#6036 0.000001 Khosla Ventures

Informal Community

#3749 0.000034 Founders

Crypto

#684 0.000003 Non-Fungible Tokens (NFTs)
#824 0.000003 Crypto Political Economy
#873 0.000003 Polkadot
#2067 0.000001 Decentralized Autonomous Organizations (DAOs)
#3057 0.000001 Crypto Angels
#3162 0.000001 Crypto Journalists
#3206 0.000001 Cosmos
#3935 0.000001 Public Goods Funding
#4010 0.000001 Decentralized Finance (DeFi)
#4784 0.000002 Ethereum
#5651 0.000001 Decentralized Web
#6285 0.000001 Crypto Investing
#8221 0.000001 IDEO Founder Collective
#8547 0.000004 Crypto VC
#8798 0.000001 Crypto Infrastructure

Software Engineering

#815 0.000003 Rust
#1917 0.000001 Zig

Automatically Detected Communities