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?

Katie Mack

Katie Mack

@AstroKatie

Lens Rankings

Culture and Political Economy

#160 0.000906 Foundation Against Intolerance and Racism
#259 0.000600 Bismark Analysis
#279 0.000004 Schumacher Circle
#329 0.000004 Fair Vote
#462 0.000004 Electronic Privacy Information Center (EPIC)
#479 0.000004 Extinction Rebellion
#516 0.000004 Existential Risks
#537 0.000208 EFF
#545 0.000215 Rationality
#587 0.000004 Claremont Institute
#605 0.000004 Ecosocialism
#628 0.000004 Sierra Clib
#846 0.000004 350.org
#1036 0.000004 Environmental Defense Fund
#1043 0.000116 Ecomodernists
#1157 0.000126 Environmental Journalists
#1185 0.000132 Social Epistemology
#1189 0.000092 Foundation for Individual Rights in Education (FIRE)
#1539 0.000050 Degrowth
#1806 0.000059 The Long Now Foundation
#1917 0.000071 Arnold Kling's Fantasy Intellectual Teams
#2059 0.000003 Climate Solutions
#2973 0.000002 RadicalxChange
#3242 0.000002 Populist Libertarians
#3258 0.000002 Heterodox Academy
#3719 0.000002 Works in Progress
#3954 0.000017 Progress Studies
#4126 0.000002 Effective Altruism
#4135 0.000002 Black Lives Matter
#4770 0.000002 Anarachists
#5501 0.000010 Persuasion Community
#6631 0.000002 Moderate Conservatism
#9629 0.000004 Harper's Open Letter

Science

#175 0.000779 ClimateTwitter
#245 0.000574 Epidemiology Journalism
#451 0.000181 Intergovernmental Panel on Climate Change (IPCC)
#481 0.000079 Philosophy Twitter
#1173 0.000090 Biotech
#3037 0.000004 Epidimiology Twitter
#7873 0.000005 EconTwitter

Journalism

#144 0.000766 The New York Post
#286 0.000674 The Verge
#491 0.000410 Wired
#724 0.000004 The Information
#927 0.000104 Washington Post
#1153 0.000002 Newsmax
#1167 0.000002 OANN
#1264 0.000004 Stat News
#1516 0.000074 Ars Technica
#1674 0.000080 The Atlantic
#2168 0.000008 Techcrunch
#2201 0.000004 The Economist
#2806 0.000004 CNBC
#2978 0.000004 The Daily Beast
#3243 0.000021 BuzzFeed
#4110 0.000004 Financial Times
#4301 0.000002 The Intercept
#4684 0.000022 New Yorker
#4903 0.000003 Foreign Policy
#4976 0.000003 Reuters
#5101 0.000002 Palladium Magazine
#5121 0.000005 The Los Angeles Times
#5646 0.000013 Wall Street Journal
#5686 0.000021 Bloomberg Opinion
#6260 0.000004 VICE
#7108 0.000013 The New York Times
#8038 0.000003 The Dispatch
#8154 0.000002 Recode

Venture Capital

#318 0.000004 Standard Crypto
#404 0.000004 Founders Fund
#601 0.000231 Y Combinator
#852 0.000004 Accel
#1261 0.000004 Sequioa
#1555 0.000098 Sutter Hill Ventures
#1680 0.000007 Index Ventures
#1951 0.000002 Bessemer
#2429 0.000002 My Climate Journey
#2606 0.000043 Initialized Capital
#3048 0.000002 Benchmark Capital
#3426 0.000002 Homebrew
#4071 0.000002 Village Global
#5436 0.000017 A16Z
#5491 0.000002 Khosla Ventures

Think Tanks

#651 0.000216 Hoover Institution
#771 0.000151 Columbia SIPA Center for Energy Policy
#773 0.000004 RAND Corporation
#828 0.000004 Belfer Center
#876 0.000184 Mercatus Center
#1035 0.000004 Urban Institute
#1229 0.000062 Hudson Institute
#1238 0.000004 Heritage Foundation
#1719 0.000004 Cato Institute
#1832 0.000002 Asia Society Policy Institute
#1906 0.000081 American Enterprise Institute
#1906 0.000081 National Bureau of Economic Research
#2769 0.000004 Atlantic Council
#3011 0.000009 Earth Institute
#3140 0.000008 Adam Smith Institute
#3736 0.000002 Berggruen Institute
#4903 0.000003 Niskanen Center
#5998 0.000002 Eurasia Group
#7330 0.000002 Peterson Institute for International Economics
#7579 0.000008 Center for American Progress
#9709 0.000009 Council on Foreign Relations

system

#5281 0.000036 Baseline
#8231 0.000073 Reality-Based Community

Crypto

#326 0.000004 Non-Fungible Tokens (NFTs)
#486 0.000004 Crypto Political Economy
#523 0.000004 Polkadot
#1512 0.000002 Decentralized Autonomous Organizations (DAOs)
#2085 0.000038 Crypto Infrastructure
#2520 0.000002 Crypto Angels
#2662 0.000002 Crypto Journalists
#2706 0.000002 Cosmos
#3017 0.000002 Public Goods Funding
#3205 0.000003 Decentralized Finance (DeFi)
#4056 0.000003 Ethereum
#4638 0.000002 Decentralized Web
#5248 0.000002 Crypto Investing
#7341 0.000002 IDEO Founder Collective
#9866 0.000002 Crypto VC

Informal Community

#4326 0.000028 Founders

Software Engineering

#460 0.000004 Rust
#1319 0.000002 Zig

Automatically Detected Communities