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?

Matt Pearce 🦅

Matt Pearce 🦅

@mattdpearce

Lens Rankings

Journalism

#5 0.013425 The Los Angeles Times
#165 0.000949 The Daily Beast
#336 0.000482 BuzzFeed
#362 0.000380 Recode
#371 0.000409 The Intercept
#498 0.000310 Foreign Policy
#553 0.000249 The Dispatch
#584 0.000211 New Yorker
#728 0.000175 The Atlantic
#802 0.000229 The New York Times
#812 0.000157 VICE
#893 0.000131 Ars Technica
#958 0.000003 The Information
#974 0.000096 Washington Post
#1247 0.000002 Newsmax
#1258 0.000002 OANN
#1469 0.000016 Reuters
#1498 0.000003 Stat News
#1659 0.000086 Wired
#1881 0.000003 The Verge
#1968 0.000010 Techcrunch
#2451 0.000003 The Economist
#2765 0.000026 The New York Post
#2890 0.000045 Bloomberg Opinion
#3057 0.000003 CNBC
#4352 0.000003 Financial Times
#5240 0.000002 Palladium Magazine
#5879 0.000012 Wall Street Journal

Culture and Political Economy

#263 0.000629 Environmental Journalists
#276 0.000463 Foundation for Individual Rights in Education (FIRE)
#530 0.000003 Schumacher Circle
#579 0.000003 Fair Vote
#708 0.000003 Electronic Privacy Information Center (EPIC)
#728 0.000003 Extinction Rebellion
#766 0.000003 Existential Risks
#824 0.000003 Claremont Institute
#844 0.000003 Ecosocialism
#872 0.000003 Sierra Clib
#1089 0.000003 350.org
#1189 0.000067 Anarachists
#1237 0.000115 Black Lives Matter
#1276 0.000003 Environmental Defense Fund
#1914 0.000063 Ecomodernists
#2259 0.000059 Arnold Kling's Fantasy Intellectual Teams
#2340 0.000002 Climate Solutions
#2552 0.000002 Bismark Analysis
#3005 0.000031 Moderate Conservatism
#3046 0.000002 RadicalxChange
#3325 0.000002 Heterodox Academy
#3339 0.000002 Populist Libertarians
#3407 0.000002 Social Epistemology
#3761 0.000017 Harper's Open Letter
#3787 0.000002 Works in Progress
#4198 0.000002 Effective Altruism
#4907 0.000002 EFF
#6081 0.000008 Persuasion Community
#7064 0.000006 Foundation Against Intolerance and Racism
#7187 0.000002 Degrowth
#7257 0.000002 Progress Studies
#7429 0.000002 Rationality
#9436 0.000002 The Long Now Foundation

system

#25 0.000516 Baseline
#61 0.000260 Reality-Based Community
#7129 0.000018 Think Tanks

Think Tanks

#498 0.000310 Niskanen Center
#919 0.000202 Earth Institute
#1012 0.000003 RAND Corporation
#1068 0.000003 Belfer Center
#1266 0.000003 Urban Institute
#1433 0.000104 Brookings
#1485 0.000003 Heritage Foundation
#1540 0.000102 American Enterprise Institute
#1540 0.000102 National Bureau of Economic Research
#1541 0.000099 Center for American Progress
#1756 0.000033 Eurasia Group
#1794 0.000070 Peterson Institute for International Economics
#1969 0.000003 Cato Institute
#1976 0.000002 Asia Society Policy Institute
#2454 0.000050 Council on Foreign Relations
#2534 0.000040 Columbia SIPA Center for Energy Policy
#3012 0.000003 Atlantic Council
#3818 0.000002 Berggruen Institute
#4474 0.000021 Mercatus Center
#6534 0.000002 Hudson Institute
#7506 0.000002 Adam Smith Institute
#8763 0.000002 Hoover Institution

Science

#1142 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1285 0.000136 Epidemiology Journalism
#1488 0.000003 Philosophy Twitter
#3318 0.000003 Epidimiology Twitter
#4470 0.000016 EconTwitter
#8007 0.000002 Biotech

Venture Capital

#565 0.000003 Standard Crypto
#643 0.000003 Founders Fund
#1000 0.000044 Bessemer
#1083 0.000054 Index Ventures
#1094 0.000003 Accel
#1508 0.000003 Sequioa
#2027 0.000003 Y Combinator
#2079 0.000050 Benchmark Capital
#2504 0.000002 My Climate Journey
#2576 0.000038 Khosla Ventures
#2705 0.000002 Sutter Hill Ventures
#2873 0.000018 Village Global
#3488 0.000002 Homebrew
#4472 0.000002 Initialized Capital

Crypto

#577 0.000003 Non-Fungible Tokens (NFTs)
#725 0.000003 Crypto Political Economy
#766 0.000003 Polkadot
#1600 0.000002 Decentralized Autonomous Organizations (DAOs)
#2593 0.000004 Public Goods Funding
#2603 0.000002 Crypto Angels
#2738 0.000002 Crypto Journalists
#2784 0.000002 Cosmos
#3432 0.000002 Decentralized Finance (DeFi)
#4460 0.000002 Ethereum
#4879 0.000002 Decentralized Web
#5445 0.000002 Crypto Investing
#7558 0.000002 IDEO Founder Collective
#7928 0.000002 Crypto Infrastructure

Software Engineering

#709 0.000003 Rust
#1414 0.000002 Zig

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