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?

Lindsay Beyerstein

Lindsay Beyerstein

@beyerstein

Lens Rankings

Journalism

#440 0.000343 The Intercept
#557 0.000275 Foreign Policy
#1780 0.000027 The Daily Beast
#1839 0.000067 New Yorker
#1896 0.000070 The Atlantic
#2076 0.000056 VICE
#2358 0.000007 Reuters
#2577 0.000001 The Information
#2704 0.000001 OANN
#2708 0.000001 Newsmax
#3091 0.000001 Stat News
#3420 0.000001 The Verge
#4031 0.000001 The Economist
#4625 0.000001 CNBC
#5360 0.000022 Bloomberg Opinion
#5489 0.000001 Wired
#5602 0.000008 The New York Post
#5894 0.000001 Financial Times
#6469 0.000001 BuzzFeed
#6483 0.000013 Ars Technica
#6500 0.000001 Palladium Magazine
#7084 0.000001 The Los Angeles Times
#9695 0.000001 Recode

Think Tanks

#557 0.000275 Niskanen Center
#1732 0.000022 Berggruen Institute
#2645 0.000001 RAND Corporation
#2700 0.000001 Belfer Center
#2888 0.000001 Urban Institute
#2962 0.000041 Council on Foreign Relations
#3110 0.000001 Heritage Foundation
#3550 0.000001 Cato Institute
#3839 0.000001 Asia Society Policy Institute
#4549 0.000001 Atlantic Council
#5101 0.000023 Brookings
#6129 0.000001 Earth Institute
#6948 0.000001 Columbia SIPA Center for Energy Policy
#8327 0.000001 Peterson Institute for International Economics
#8833 0.000001 Eurasia Group
#8895 0.000001 Hudson Institute
#9639 0.000007 American Enterprise Institute
#9639 0.000007 National Bureau of Economic Research

Science

#1329 0.000078 Biotech
#1516 0.000114 Epidemiology Journalism
#2752 0.000006 Epidimiology Twitter
#2773 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#3186 0.000001 Philosophy Twitter

Culture and Political Economy

#1705 0.000048 Harper's Open Letter
#2204 0.000001 Schumacher Circle
#2251 0.000001 Fair Vote
#2359 0.000001 Electronic Privacy Information Center (EPIC)
#2390 0.000001 Extinction Rebellion
#2428 0.000001 Existential Risks
#2464 0.000001 Claremont Institute
#2466 0.000001 Ecosocialism
#2510 0.000001 Sierra Clib
#2568 0.000022 Heterodox Academy
#2738 0.000001 350.org
#2810 0.000010 Anarachists
#2917 0.000001 Environmental Defense Fund
#3304 0.000001 Environmental Journalists
#3542 0.000021 Foundation for Individual Rights in Education (FIRE)
#3822 0.000001 Bismark Analysis
#3971 0.000001 Climate Solutions
#4403 0.000001 RadicalxChange
#4446 0.000026 Arnold Kling's Fantasy Intellectual Teams
#4471 0.000001 Social Epistemology
#4703 0.000001 Populist Libertarians
#4982 0.000001 Works in Progress
#5414 0.000001 Effective Altruism
#5443 0.000001 Black Lives Matter
#6085 0.000001 EFF
#6568 0.000005 Rationality
#7979 0.000001 Moderate Conservatism
#8711 0.000001 Progress Studies
#9059 0.000001 Degrowth

system

#5016 0.000041 Baseline
#9887 0.000021 Reality-Based Community

Venture Capital

#2228 0.000001 Standard Crypto
#2279 0.000001 Founders Fund
#2710 0.000001 Accel
#3095 0.000001 Sequioa
#3409 0.000001 Bessemer
#3566 0.000001 Y Combinator
#3775 0.000001 My Climate Journey
#3952 0.000001 Index Ventures
#4005 0.000001 Sutter Hill Ventures
#4372 0.000001 Benchmark Capital
#4622 0.000001 Homebrew
#5203 0.000003 Khosla Ventures
#5514 0.000001 Village Global
#5729 0.000001 Initialized Capital

Crypto

#2250 0.000001 Non-Fungible Tokens (NFTs)
#2354 0.000001 Crypto Political Economy
#2424 0.000001 Polkadot
#2995 0.000001 Decentralized Autonomous Organizations (DAOs)
#3954 0.000001 Crypto Angels
#4015 0.000001 Crypto Journalists
#4057 0.000001 Cosmos
#4947 0.000001 Public Goods Funding
#5076 0.000001 Decentralized Finance (DeFi)
#6672 0.000001 Ethereum
#6899 0.000001 Decentralized Web
#7494 0.000001 Crypto Investing
#9222 0.000001 IDEO Founder Collective
#9923 0.000001 Crypto Infrastructure

Software Engineering

#2363 0.000001 Rust
#2866 0.000001 Zig

Automatically Detected Communities