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?

Pamela Colloff

Pamela Colloff

@pamelacolloff

Lens Rankings

Culture and Political Economy

#92 0.001461 Environmental Journalists
#535 0.000288 Moderate Conservatism
#642 0.000003 Schumacher Circle
#691 0.000003 Fair Vote
#818 0.000003 Electronic Privacy Information Center (EPIC)
#839 0.000003 Extinction Rebellion
#876 0.000003 Existential Risks
#899 0.000139 Persuasion Community
#934 0.000003 Claremont Institute
#953 0.000003 Ecosocialism
#981 0.000003 Sierra Clib
#1198 0.000003 350.org
#1374 0.000057 Degrowth
#1385 0.000003 Environmental Defense Fund
#2488 0.000002 Climate Solutions
#2684 0.000002 Bismark Analysis
#2883 0.000009 Anarachists
#3160 0.000021 Harper's Open Letter
#3170 0.000002 RadicalxChange
#3447 0.000002 Heterodox Academy
#3482 0.000002 Populist Libertarians
#3508 0.000002 Social Epistemology
#3650 0.000032 Arnold Kling's Fantasy Intellectual Teams
#3890 0.000002 Works in Progress
#4310 0.000002 Effective Altruism
#4326 0.000002 Black Lives Matter
#5030 0.000002 EFF
#5163 0.000017 Ecomodernists
#6143 0.000006 Rationality
#7023 0.000002 Foundation for Individual Rights in Education (FIRE)
#7436 0.000002 Progress Studies
#8368 0.000004 Foundation Against Intolerance and Racism
#9752 0.000002 The Long Now Foundation

Journalism

#137 0.000670 New Yorker
#190 0.000538 The Atlantic
#455 0.000405 The New York Times
#600 0.000213 The Daily Beast
#785 0.000239 Wired
#818 0.000030 Stat News
#870 0.000113 Washington Post
#1065 0.000003 The Information
#1080 0.000129 Recode
#1303 0.000102 Bloomberg Opinion
#1394 0.000002 Newsmax
#1402 0.000002 OANN
#1554 0.000091 The Intercept
#1647 0.000076 Foreign Policy
#1916 0.000009 Reuters
#1981 0.000003 The Verge
#2101 0.000072 Wall Street Journal
#2552 0.000003 The Economist
#2573 0.000034 BuzzFeed
#2592 0.000047 The Dispatch
#2617 0.000037 The Los Angeles Times
#2786 0.000038 Ars Technica
#2999 0.000005 Techcrunch
#3155 0.000003 CNBC
#3165 0.000020 The New York Post
#4440 0.000003 Financial Times
#4795 0.000014 VICE
#5406 0.000002 Palladium Magazine

Science

#210 0.000667 Epidemiology Journalism
#1250 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1605 0.000003 Philosophy Twitter
#3428 0.000003 Epidimiology Twitter
#4690 0.000016 Biotech

system

#213 0.000253 Baseline
#502 0.000125 Reality-Based Community

Think Tanks

#807 0.000224 Earth Institute
#1119 0.000003 RAND Corporation
#1179 0.000003 Belfer Center
#1349 0.000091 Council on Foreign Relations
#1372 0.000003 Urban Institute
#1608 0.000003 Heritage Foundation
#1647 0.000076 Niskanen Center
#1717 0.000003 Asia Society Policy Institute
#2072 0.000003 Cato Institute
#3088 0.000043 Brookings
#3116 0.000003 Atlantic Council
#3191 0.000031 Columbia SIPA Center for Energy Policy
#3962 0.000002 Berggruen Institute
#5367 0.000004 Hudson Institute
#6526 0.000002 Eurasia Group
#6746 0.000011 Center for American Progress
#7193 0.000005 Hoover Institution
#7631 0.000002 Peterson Institute for International Economics
#7870 0.000011 American Enterprise Institute
#7870 0.000011 National Bureau of Economic Research
#8086 0.000002 Adam Smith Institute
#8785 0.000005 Mercatus Center

Informal Community

#8405 0.000013 Founders

Crypto

#689 0.000003 Non-Fungible Tokens (NFTs)
#829 0.000003 Crypto Political Economy
#878 0.000003 Polkadot
#1733 0.000002 Decentralized Autonomous Organizations (DAOs)
#2732 0.000002 Crypto Angels
#2856 0.000002 Crypto Journalists
#2904 0.000002 Cosmos
#3413 0.000002 Public Goods Funding
#3596 0.000002 Decentralized Finance (DeFi)
#4701 0.000002 Ethereum
#5136 0.000002 Decentralized Web
#5712 0.000002 Crypto Investing
#7764 0.000002 IDEO Founder Collective
#8200 0.000002 Crypto Infrastructure

Venture Capital

#675 0.000003 Standard Crypto
#749 0.000003 Founders Fund
#1199 0.000003 Accel
#1606 0.000003 Sequioa
#2124 0.000003 Y Combinator
#2169 0.000002 Bessemer
#2624 0.000002 My Climate Journey
#2698 0.000002 Index Ventures
#2831 0.000002 Sutter Hill Ventures
#3232 0.000002 Benchmark Capital
#3589 0.000002 Homebrew
#4346 0.000002 Village Global
#4569 0.000002 Initialized Capital
#5770 0.000002 Khosla Ventures

Software Engineering

#820 0.000003 Rust
#1563 0.000002 Zig

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