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?

Arpit Gupta

Arpit Gupta

@arpitrage

Lens Rankings

Think Tanks

#22 0.003437 Mercatus Center
#86 0.001300 Peterson Institute for International Economics
#272 0.000587 Niskanen Center
#287 0.000428 Brookings
#595 0.000006 RAND Corporation
#656 0.000006 Belfer Center
#851 0.000175 American Enterprise Institute
#851 0.000175 National Bureau of Economic Research
#863 0.000006 Urban Institute
#1022 0.000055 Eurasia Group
#1028 0.000082 Hudson Institute
#1055 0.000006 Heritage Foundation
#1325 0.000036 Berggruen Institute
#1401 0.000005 Asia Society Policy Institute
#1510 0.000006 Cato Institute
#2039 0.000060 Council on Foreign Relations
#2523 0.000011 Adam Smith Institute
#2555 0.000006 Atlantic Council
#3495 0.000005 Earth Institute
#4464 0.000018 Hoover Institution
#5546 0.000005 Columbia SIPA Center for Energy Policy
#5801 0.000016 Center for American Progress

Crypto

#79 0.001934 Public Goods Funding
#129 0.001054 Ethereum
#139 0.000006 Non-Fungible Tokens (NFTs)
#309 0.000006 Crypto Political Economy
#338 0.000006 Polkadot
#882 0.000083 Decentralized Finance (DeFi)
#1003 0.000131 Crypto Journalists
#1084 0.000120 Crypto VC
#1172 0.000068 Crypto Investing
#1269 0.000005 Decentralized Autonomous Organizations (DAOs)
#2233 0.000035 Crypto Infrastructure
#2294 0.000005 Crypto Angels
#2508 0.000005 Cosmos
#3674 0.000005 Decentralized Web
#6408 0.000005 IDEO Founder Collective

Science

#105 0.001124 EconTwitter
#487 0.000235 Biotech
#721 0.000006 Intergovernmental Panel on Climate Change (IPCC)
#1027 0.000006 Philosophy Twitter
#2671 0.000006 Epidimiology Twitter
#4098 0.000005 Epidemiology Journalism
#7938 0.000006 ClimateTwitter

Culture and Political Economy

#92 0.000006 Schumacher Circle
#142 0.000006 Fair Vote
#204 0.000639 RadicalxChange
#250 0.000429 Rationality
#277 0.000006 Electronic Privacy Information Center (EPIC)
#293 0.000006 Extinction Rebellion
#330 0.000006 Existential Risks
#348 0.000430 Bismark Analysis
#350 0.000454 Progress Studies
#403 0.000006 Claremont Institute
#409 0.000385 Social Epistemology
#424 0.000006 Ecosocialism
#432 0.000325 Works in Progress
#432 0.000256 Arnold Kling's Fantasy Intellectual Teams
#446 0.000006 Sierra Clib
#588 0.000165 Effective Altruism
#662 0.000006 350.org
#855 0.000006 Environmental Defense Fund
#1115 0.000109 The Long Now Foundation
#1719 0.000005 Environmental Journalists
#1864 0.000005 Climate Solutions
#2817 0.000005 Populist Libertarians
#3066 0.000005 Heterodox Academy
#3318 0.000019 Degrowth
#3344 0.000006 Anarachists
#3919 0.000005 Black Lives Matter
#4030 0.000015 Harper's Open Letter
#4640 0.000005 EFF
#5396 0.000010 Persuasion Community
#5813 0.000005 Foundation for Individual Rights in Education (FIRE)
#6141 0.000005 Moderate Conservatism
#6540 0.000007 Foundation Against Intolerance and Racism
#7440 0.000008 Ecomodernists

Journalism

#272 0.000587 Foreign Policy
#369 0.000301 Bloomberg Opinion
#559 0.000006 The Information
#713 0.000146 Palladium Magazine
#778 0.000157 Ars Technica
#878 0.000005 Newsmax
#893 0.000005 OANN
#1058 0.000006 Stat News
#1456 0.000095 Recode
#1510 0.000006 The Verge
#1992 0.000006 The Economist
#2063 0.000063 The Dispatch
#2416 0.000007 Reuters
#2530 0.000006 CNBC
#2654 0.000006 Techcrunch
#2722 0.000006 The Daily Beast
#3534 0.000031 Wall Street Journal
#3769 0.000006 Wired
#3849 0.000006 Financial Times
#4144 0.000005 The Intercept
#4481 0.000006 BuzzFeed
#4891 0.000006 The Los Angeles Times
#5100 0.000024 The Atlantic
#5747 0.000006 Washington Post
#5789 0.000006 VICE
#6532 0.000006 The New York Post
#8774 0.000009 The New York Times

Venture Capital

#135 0.000006 Standard Crypto
#237 0.000006 Founders Fund
#439 0.000357 Village Global
#688 0.000006 Accel
#1087 0.000006 Sequioa
#1648 0.000006 Y Combinator
#1710 0.000005 Bessemer
#1966 0.000005 Index Ventures
#2221 0.000005 My Climate Journey
#2413 0.000005 Sutter Hill Ventures
#2849 0.000005 Benchmark Capital
#3264 0.000005 Homebrew
#4245 0.000005 Initialized Capital
#4376 0.000007 Khosla Ventures
#6714 0.000011 A16Z

system

#13 0.000349 Reality-Based Community
#1287 0.000121 Think Tanks
#4751 0.000049 Baseline

Informal Community

#5353 0.000022 Founders

Software Engineering

#275 0.000006 Rust
#1054 0.000005 Zig

Automatically Detected Communities