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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@samthielman

Lens Rankings

Journalism

#140 0.000953 The Intercept
#320 0.000425 Recode
#409 0.000369 Foreign Policy
#489 0.000355 The Verge
#527 0.000211 Washington Post
#624 0.000205 The Atlantic
#642 0.000280 The New York Times
#802 0.000067 Reuters
#914 0.000097 The Daily Beast
#1048 0.000117 New Yorker
#1129 0.000104 Ars Technica
#1293 0.000087 BuzzFeed
#1494 0.000002 Newsmax
#1501 0.000002 OANN
#1530 0.000002 The Information
#1706 0.000014 Techcrunch
#2034 0.000043 The New York Post
#2063 0.000002 Stat News
#2218 0.000056 The Dispatch
#2756 0.000040 VICE
#3010 0.000002 The Economist
#3632 0.000002 CNBC
#3965 0.000014 The Los Angeles Times
#4545 0.000027 Bloomberg Opinion
#4589 0.000002 Wired
#4912 0.000002 Financial Times
#5514 0.000002 Palladium Magazine
#9379 0.000002 Wall Street Journal

Venture Capital

#256 0.000656 Homebrew
#1160 0.000002 Standard Crypto
#1226 0.000002 Founders Fund
#1277 0.000111 Initialized Capital
#1664 0.000002 Accel
#2065 0.000002 Sequioa
#2254 0.000002 Bessemer
#2567 0.000002 Y Combinator
#2704 0.000002 My Climate Journey
#2784 0.000002 Index Ventures
#2916 0.000002 Sutter Hill Ventures
#3308 0.000002 Benchmark Capital
#4205 0.000009 Khosla Ventures
#4443 0.000002 Village Global

Think Tanks

#409 0.000369 Niskanen Center
#680 0.000219 Center for American Progress
#1185 0.000157 Earth Institute
#1418 0.000032 Berggruen Institute
#1595 0.000002 RAND Corporation
#1651 0.000002 Belfer Center
#1846 0.000002 Urban Institute
#2079 0.000002 Heritage Foundation
#2324 0.000002 Asia Society Policy Institute
#2527 0.000002 Cato Institute
#3351 0.000040 Brookings
#3558 0.000002 Atlantic Council
#5031 0.000024 American Enterprise Institute
#5031 0.000024 National Bureau of Economic Research
#5981 0.000002 Columbia SIPA Center for Energy Policy
#6762 0.000002 Eurasia Group
#7094 0.000002 Hudson Institute
#7753 0.000002 Peterson Institute for International Economics
#8581 0.000002 Adam Smith Institute
#9215 0.000002 Hoover Institution

Culture and Political Economy

#408 0.000233 Anarachists
#1131 0.000002 Schumacher Circle
#1178 0.000002 Fair Vote
#1296 0.000002 Electronic Privacy Information Center (EPIC)
#1324 0.000002 Extinction Rebellion
#1362 0.000002 Existential Risks
#1413 0.000002 Claremont Institute
#1426 0.000002 Ecosocialism
#1450 0.000002 Sierra Clib
#1623 0.000063 Foundation for Individual Rights in Education (FIRE)
#1675 0.000002 350.org
#1859 0.000002 Environmental Defense Fund
#2217 0.000002 Environmental Journalists
#2550 0.000050 Arnold Kling's Fantasy Intellectual Teams
#2609 0.000002 Climate Solutions
#2766 0.000002 Bismark Analysis
#3250 0.000002 RadicalxChange
#3329 0.000020 Harper's Open Letter
#3378 0.000025 Moderate Conservatism
#3530 0.000002 Heterodox Academy
#3563 0.000002 Social Epistemology
#3575 0.000002 Populist Libertarians
#3711 0.000028 EFF
#3971 0.000002 Works in Progress
#4386 0.000002 Effective Altruism
#4410 0.000002 Black Lives Matter
#7585 0.000002 Progress Studies
#7588 0.000002 Degrowth
#7663 0.000007 Ecomodernists
#7730 0.000002 Rationality
#7844 0.000005 Foundation Against Intolerance and Racism
#8296 0.000005 Persuasion Community
#9965 0.000002 The Long Now Foundation

system

#4434 0.000064 Baseline
#8833 0.000036 Reality-Based Community

Science

#1720 0.000002 Intergovernmental Panel on Climate Change (IPCC)
#2116 0.000002 Philosophy Twitter
#3850 0.000008 Epidemiology Journalism
#3904 0.000002 Epidimiology Twitter
#8155 0.000002 Biotech

Crypto

#1177 0.000002 Non-Fungible Tokens (NFTs)
#1302 0.000002 Crypto Political Economy
#1361 0.000002 Polkadot
#1824 0.000002 Decentralized Autonomous Organizations (DAOs)
#2819 0.000002 Crypto Angels
#2941 0.000002 Crypto Journalists
#2983 0.000002 Cosmos
#3588 0.000002 Public Goods Funding
#3720 0.000002 Decentralized Finance (DeFi)
#4890 0.000002 Ethereum
#5308 0.000002 Decentralized Web
#5898 0.000002 Crypto Investing
#7922 0.000002 IDEO Founder Collective
#8353 0.000002 Crypto Infrastructure

Software Engineering

#1300 0.000002 Rust
#1663 0.000002 Zig

Automatically Detected Communities