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?

Carl T. Bergstrom

Carl T. Bergstrom

@CT_Bergstrom

Lens Rankings

Science

#10 0.010405 Epidimiology Twitter
#11 0.004749 Epidemiology Journalism
#29 0.002068 Biotech
#156 0.000722 EconTwitter
#191 0.000734 ClimateTwitter
#662 0.000011 Intergovernmental Panel on Climate Change (IPCC)
#666 0.000038 Philosophy Twitter

Journalism

#39 0.004564 Stat News
#236 0.000452 The Atlantic
#237 0.000832 Financial Times
#495 0.000011 The Information
#497 0.000407 Wired
#596 0.000201 Bloomberg Opinion
#626 0.000237 The Economist
#821 0.000007 OANN
#827 0.000007 Newsmax
#828 0.000146 Ars Technica
#922 0.000151 The Dispatch
#1280 0.000088 BuzzFeed
#1453 0.000011 The Verge
#1914 0.000009 Reuters
#1994 0.000010 Techcrunch
#2236 0.000011 CNBC
#2453 0.000011 The Daily Beast
#2503 0.000051 Recode
#2803 0.000012 Foreign Policy
#2990 0.000013 Palladium Magazine
#3057 0.000019 Washington Post
#3326 0.000042 The New York Times
#3589 0.000031 New Yorker
#3963 0.000014 The Los Angeles Times
#4084 0.000013 The New York Post
#4120 0.000007 The Intercept
#5205 0.000011 VICE
#6091 0.000011 Wall Street Journal

Think Tanks

#24 0.003286 Earth Institute
#80 0.000995 Council on Foreign Relations
#303 0.000407 Peterson Institute for International Economics
#369 0.000132 Eurasia Group
#375 0.000417 Mercatus Center
#401 0.000313 Columbia SIPA Center for Energy Policy
#532 0.000011 RAND Corporation
#596 0.000011 Belfer Center
#805 0.000011 Urban Institute
#946 0.000150 Brookings
#963 0.000011 Heritage Foundation
#1193 0.000130 Center for American Progress
#1308 0.000007 Asia Society Policy Institute
#1319 0.000011 Cato Institute
#1408 0.000045 Adam Smith Institute
#1618 0.000025 Berggruen Institute
#2358 0.000011 Atlantic Council
#2360 0.000045 Hoover Institution
#2641 0.000055 American Enterprise Institute
#2641 0.000055 National Bureau of Economic Research
#2803 0.000012 Niskanen Center
#4161 0.000007 Hudson Institute

Culture and Political Economy

#27 0.000011 Schumacher Circle
#48 0.001920 Electronic Privacy Information Center (EPIC)
#75 0.001142 EFF
#77 0.000011 Fair Vote
#119 0.000888 Effective Altruism
#164 0.000761 Works in Progress
#201 0.000648 Climate Solutions
#230 0.000011 Extinction Rebellion
#265 0.000011 Existential Risks
#267 0.000560 Social Epistemology
#339 0.000354 Ecomodernists
#345 0.000011 Claremont Institute
#352 0.000453 Progress Studies
#362 0.000011 Ecosocialism
#385 0.000011 Sierra Clib
#389 0.000437 Heterodox Academy
#410 0.000176 Harper's Open Letter
#450 0.000260 Rationality
#519 0.000280 RadicalxChange
#533 0.000241 The Long Now Foundation
#568 0.000150 Degrowth
#587 0.000209 Arnold Kling's Fantasy Intellectual Teams
#601 0.000011 350.org
#793 0.000011 Environmental Defense Fund
#1119 0.000107 Persuasion Community
#1687 0.000007 Environmental Journalists
#1933 0.000050 Foundation for Individual Rights in Education (FIRE)
#1949 0.000007 Bismark Analysis
#2301 0.000048 Foundation Against Intolerance and Racism
#2624 0.000007 Populist Libertarians
#2815 0.000010 Anarachists
#3888 0.000007 Black Lives Matter
#5820 0.000007 Moderate Conservatism

Crypto

#74 0.000011 Non-Fungible Tokens (NFTs)
#211 0.000848 Public Goods Funding
#248 0.000011 Crypto Political Economy
#276 0.000011 Polkadot
#308 0.000464 Ethereum
#1224 0.000007 Decentralized Autonomous Organizations (DAOs)
#1611 0.000064 Crypto Journalists
#2247 0.000007 Crypto Angels
#2445 0.000007 Cosmos
#2705 0.000007 Decentralized Finance (DeFi)
#3241 0.000007 Decentralized Web
#3944 0.000008 Crypto Investing
#3997 0.000021 Crypto VC
#5638 0.000007 Crypto Infrastructure
#5938 0.000007 IDEO Founder Collective

Venture Capital

#73 0.000011 Standard Crypto
#178 0.000011 Founders Fund
#369 0.000362 Khosla Ventures
#452 0.000096 Accel
#713 0.000275 Sutter Hill Ventures
#876 0.000219 My Climate Journey
#883 0.000170 Initialized Capital
#1017 0.000011 Sequioa
#1208 0.000029 Index Ventures
#1298 0.000022 Y Combinator
#1663 0.000007 Bessemer
#1687 0.000078 A16Z
#1950 0.000056 Benchmark Capital
#3241 0.000007 Homebrew
#3380 0.000007 Village Global

system

#94 0.000220 Reality-Based Community
#3256 0.000041 Think Tanks
#4539 0.000057 Baseline

Informal Community

#1133 0.000119 Founders

Software Engineering

#212 0.000011 Rust
#1003 0.000007 Zig

Automatically Detected Communities