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?

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Lens Rankings

Journalism

#203 0.000710 The Daily Beast
#390 0.000306 New Yorker
#434 0.000279 The Atlantic
#541 0.000121 Reuters
#701 0.000004 The Information
#825 0.000194 The Los Angeles Times
#840 0.000117 Washington Post
#1091 0.000003 Newsmax
#1106 0.000003 OANN
#1234 0.000004 Stat News
#1306 0.000087 Ars Technica
#1316 0.000086 BuzzFeed
#1406 0.000086 VICE
#1643 0.000004 The Verge
#1857 0.000012 Techcrunch
#2177 0.000004 The Economist
#2497 0.000063 The New York Times
#2539 0.000050 The Intercept
#2612 0.000029 The New York Post
#2697 0.000013 Foreign Policy
#2785 0.000004 CNBC
#3048 0.000023 Wired
#3671 0.000029 Wall Street Journal
#4087 0.000004 Financial Times
#4169 0.000023 Recode
#4207 0.000005 Palladium Magazine
#7995 0.000003 The Dispatch
#8877 0.000012 Bloomberg Opinion

Culture and Political Economy

#183 0.000686 Black Lives Matter
#255 0.000004 Schumacher Circle
#281 0.000460 350.org
#305 0.000004 Fair Vote
#438 0.000004 Electronic Privacy Information Center (EPIC)
#455 0.000004 Extinction Rebellion
#492 0.000004 Existential Risks
#503 0.000286 RadicalxChange
#514 0.000141 Harper's Open Letter
#518 0.000294 Foundation Against Intolerance and Racism
#563 0.000004 Claremont Institute
#583 0.000004 Ecosocialism
#605 0.000004 Sierra Clib
#797 0.000220 Heterodox Academy
#1013 0.000004 Environmental Defense Fund
#1095 0.000073 Degrowth
#1269 0.000105 Environmental Journalists
#2101 0.000003 Climate Solutions
#2151 0.000061 EFF
#2416 0.000003 Bismark Analysis
#2686 0.000047 Arnold Kling's Fantasy Intellectual Teams
#3178 0.000003 Populist Libertarians
#3319 0.000003 Social Epistemology
#3658 0.000003 Works in Progress
#4083 0.000003 Effective Altruism
#4337 0.000012 Progress Studies
#4552 0.000014 Persuasion Community
#4604 0.000003 Anarachists
#6514 0.000003 Foundation for Individual Rights in Education (FIRE)
#6559 0.000003 Moderate Conservatism
#6843 0.000004 Rationality
#8870 0.000003 The Long Now Foundation
#9825 0.000003 Ecomodernists

Think Tanks

#284 0.000438 Peterson Institute for International Economics
#750 0.000004 RAND Corporation
#805 0.000004 Belfer Center
#1012 0.000004 Urban Institute
#1091 0.000132 Brookings
#1157 0.000135 Center for American Progress
#1216 0.000004 Heritage Foundation
#1695 0.000004 Cato Institute
#1737 0.000003 Asia Society Policy Institute
#1981 0.000030 Eurasia Group
#2609 0.000018 Earth Institute
#2697 0.000013 Niskanen Center
#2747 0.000004 Atlantic Council
#3178 0.000031 Columbia SIPA Center for Energy Policy
#3439 0.000039 American Enterprise Institute
#3439 0.000039 National Bureau of Economic Research
#3658 0.000003 Berggruen Institute
#4139 0.000005 Adam Smith Institute
#4821 0.000016 Hoover Institution
#5544 0.000003 Hudson Institute
#6224 0.000017 Council on Foreign Relations

Science

#516 0.000302 Epidemiology Journalism
#881 0.000004 Intergovernmental Panel on Climate Change (IPCC)
#1202 0.000004 Philosophy Twitter
#2647 0.000035 Biotech
#2792 0.000053 ClimateTwitter
#3002 0.000004 Epidimiology Twitter
#6819 0.000007 EconTwitter

system

#1572 0.000146 Baseline
#2935 0.000080 Reality-Based Community

Venture Capital

#294 0.000004 Standard Crypto
#383 0.000004 Founders Fund
#830 0.000004 Accel
#1237 0.000004 Sequioa
#1526 0.000090 Initialized Capital
#1715 0.000102 My Climate Journey
#1794 0.000004 Y Combinator
#1886 0.000003 Bessemer
#2343 0.000003 Index Ventures
#2571 0.000003 Sutter Hill Ventures
#2767 0.000025 Homebrew
#2989 0.000003 Benchmark Capital
#3978 0.000003 Village Global
#5372 0.000003 Khosla Ventures
#6818 0.000011 A16Z

Informal Community

#2771 0.000047 Founders

Crypto

#302 0.000004 Non-Fungible Tokens (NFTs)
#465 0.000004 Crypto Political Economy
#500 0.000004 Polkadot
#1461 0.000003 Decentralized Autonomous Organizations (DAOs)
#1809 0.000046 Crypto Infrastructure
#2471 0.000003 Crypto Angels
#2620 0.000003 Crypto Journalists
#2658 0.000003 Cosmos
#2925 0.000003 Public Goods Funding
#3207 0.000029 IDEO Founder Collective
#3229 0.000003 Decentralized Finance (DeFi)
#4123 0.000003 Ethereum
#4485 0.000003 Decentralized Web
#5104 0.000003 Crypto Investing
#9483 0.000003 Crypto VC

Software Engineering

#436 0.000004 Rust
#1256 0.000003 Zig

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