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?

Shawn Donnan

Shawn Donnan

@sdonnan

Lens Rankings

Journalism

#29 0.003808 Financial Times
#112 0.001823 The Economist
#173 0.000552 Bloomberg Opinion
#222 0.000639 The Dispatch
#347 0.000441 Foreign Policy
#490 0.000221 CNBC
#643 0.000266 The Los Angeles Times
#863 0.000196 Wall Street Journal
#925 0.000003 The Information
#1039 0.000130 The Atlantic
#1075 0.000087 Washington Post
#1123 0.000028 Reuters
#1339 0.000002 Newsmax
#1347 0.000002 OANN
#1465 0.000003 Stat News
#1851 0.000003 The Verge
#2380 0.000066 The New York Times
#2685 0.000044 New Yorker
#2720 0.000027 The New York Post
#3194 0.000003 The Daily Beast
#4092 0.000003 Wired
#4412 0.000002 The Intercept
#5017 0.000003 BuzzFeed
#5335 0.000002 Palladium Magazine
#6480 0.000002 Techcrunch
#6506 0.000003 VICE
#8481 0.000002 Recode

Think Tanks

#16 0.003807 Peterson Institute for International Economics
#185 0.000584 Brookings
#189 0.000312 Eurasia Group
#204 0.000656 Cato Institute
#284 0.000536 Mercatus Center
#318 0.000429 American Enterprise Institute
#318 0.000429 National Bureau of Economic Research
#347 0.000441 Niskanen Center
#476 0.000266 Columbia SIPA Center for Energy Policy
#511 0.000160 Hudson Institute
#570 0.000302 Atlantic Council
#643 0.000218 Hoover Institution
#650 0.000188 Council on Foreign Relations
#707 0.000075 Heritage Foundation
#779 0.000098 Berggruen Institute
#977 0.000003 RAND Corporation
#1037 0.000003 Belfer Center
#1190 0.000036 Asia Society Policy Institute
#1235 0.000003 Urban Institute
#2271 0.000063 Center for American Progress
#2785 0.000009 Adam Smith Institute
#4568 0.000002 Earth Institute

system

#73 0.000244 Reality-Based Community
#276 0.000718 Think Tanks
#2053 0.000140 Baseline

Culture and Political Economy

#295 0.000456 RadicalxChange
#495 0.000003 Schumacher Circle
#544 0.000003 Fair Vote
#625 0.000246 Moderate Conservatism
#674 0.000003 Electronic Privacy Information Center (EPIC)
#689 0.000195 Works in Progress
#693 0.000003 Extinction Rebellion
#731 0.000003 Existential Risks
#791 0.000003 Claremont Institute
#811 0.000003 Ecosocialism
#838 0.000003 Sierra Clib
#1055 0.000003 350.org
#1112 0.000073 Harper's Open Letter
#1243 0.000003 Environmental Defense Fund
#1305 0.000088 Persuasion Community
#2057 0.000065 Arnold Kling's Fantasy Intellectual Teams
#2081 0.000002 Environmental Journalists
#2351 0.000056 Progress Studies
#2435 0.000002 Climate Solutions
#2592 0.000045 Ecomodernists
#2634 0.000002 Bismark Analysis
#3404 0.000002 Heterodox Academy
#3430 0.000002 Populist Libertarians
#3473 0.000002 Social Epistemology
#4264 0.000002 Effective Altruism
#4282 0.000002 Black Lives Matter
#4982 0.000002 EFF
#5204 0.000002 Anarachists
#6911 0.000002 Foundation for Individual Rights in Education (FIRE)
#7333 0.000002 Degrowth
#7563 0.000002 Rationality
#9651 0.000002 The Long Now Foundation

Science

#407 0.000344 EconTwitter
#1108 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1454 0.000003 Philosophy Twitter
#3276 0.000003 Epidimiology Twitter
#3555 0.000018 Epidemiology Journalism
#8064 0.000002 Biotech

Crypto

#542 0.000003 Non-Fungible Tokens (NFTs)
#691 0.000003 Crypto Political Economy
#733 0.000003 Polkadot
#1681 0.000002 Decentralized Autonomous Organizations (DAOs)
#2680 0.000002 Crypto Angels
#2814 0.000002 Crypto Journalists
#2858 0.000002 Cosmos
#3322 0.000002 Public Goods Funding
#3533 0.000002 Decentralized Finance (DeFi)
#4614 0.000002 Ethereum
#5031 0.000002 Decentralized Web
#5614 0.000002 Crypto Investing
#6246 0.000008 Crypto VC
#7679 0.000002 IDEO Founder Collective
#8088 0.000002 Crypto Infrastructure

Venture Capital

#530 0.000003 Standard Crypto
#609 0.000003 Founders Fund
#1061 0.000003 Accel
#1477 0.000003 Sequioa
#1998 0.000003 Y Combinator
#2116 0.000002 Bessemer
#2577 0.000002 My Climate Journey
#2645 0.000002 Index Ventures
#2779 0.000002 Sutter Hill Ventures
#3188 0.000002 Benchmark Capital
#3543 0.000002 Homebrew
#4284 0.000002 Village Global
#4533 0.000002 Initialized Capital
#5718 0.000002 Khosla Ventures

Software Engineering

#676 0.000003 Rust
#1507 0.000002 Zig

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