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?

Paul Ford

Paul Ford

@ftrain

Lens Rankings

Journalism

#17 0.005839 Wired
#1351 0.000091 VICE
#1423 0.000094 The Atlantic
#1496 0.000092 Recode
#1589 0.000070 BuzzFeed
#1783 0.000016 The Economist
#1946 0.000058 The Los Angeles Times
#2609 0.000045 New Yorker
#2869 0.000051 The New York Times
#4018 0.000001 The Information
#4530 0.000001 Stat News
#4544 0.000021 Ars Technica
#4621 0.000001 OANN
#4641 0.000001 Newsmax
#4836 0.000001 The Verge
#5994 0.000001 The Daily Beast
#6006 0.000002 Reuters
#6030 0.000001 CNBC
#6311 0.000018 Bloomberg Opinion
#6349 0.000010 Wall Street Journal
#6980 0.000001 The Intercept
#7280 0.000001 Financial Times
#8099 0.000001 Palladium Magazine
#9531 0.000002 Washington Post

Venture Capital

#215 0.000828 Sutter Hill Ventures
#629 0.000290 Homebrew
#777 0.000126 Y Combinator
#1995 0.000075 My Climate Journey
#3707 0.000001 Standard Crypto
#3744 0.000001 Founders Fund
#4160 0.000001 Accel
#4532 0.000001 Sequioa
#5293 0.000001 Bessemer
#5833 0.000001 Index Ventures
#6172 0.000001 Benchmark Capital
#7221 0.000001 Village Global
#7509 0.000001 Initialized Capital
#7692 0.000008 A16Z
#8250 0.000001 Khosla Ventures

system

#611 0.000117 Reality-Based Community
#4343 0.000070 Baseline

Science

#1794 0.000099 Epidemiology Journalism
#4238 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#4651 0.000001 Philosophy Twitter
#6265 0.000001 Epidimiology Twitter

Think Tanks

#1310 0.000086 Columbia SIPA Center for Energy Policy
#4102 0.000001 RAND Corporation
#4158 0.000001 Belfer Center
#4342 0.000001 Urban Institute
#4558 0.000001 Heritage Foundation
#4967 0.000001 Cato Institute
#5931 0.000001 Atlantic Council
#6244 0.000001 Asia Society Policy Institute
#6882 0.000001 Berggruen Institute
#7940 0.000001 Earth Institute

Culture and Political Economy

#1793 0.000071 Social Epistemology
#2844 0.000030 The Long Now Foundation
#3002 0.000022 Degrowth
#3243 0.000032 Progress Studies
#3462 0.000021 Rationality
#3686 0.000001 Schumacher Circle
#3732 0.000001 Fair Vote
#3834 0.000001 Electronic Privacy Information Center (EPIC)
#3867 0.000001 Extinction Rebellion
#3909 0.000001 Existential Risks
#3920 0.000001 Claremont Institute
#3930 0.000001 Ecosocialism
#3984 0.000001 Sierra Clib
#4212 0.000001 350.org
#4386 0.000001 Environmental Defense Fund
#5124 0.000001 Environmental Journalists
#5257 0.000001 Climate Solutions
#5610 0.000001 Bismark Analysis
#6239 0.000001 RadicalxChange
#6352 0.000001 Heterodox Academy
#6537 0.000001 Populist Libertarians
#6697 0.000001 Works in Progress
#6877 0.000002 Moderate Conservatism
#7162 0.000001 Effective Altruism
#7188 0.000001 Black Lives Matter
#7813 0.000001 EFF
#8871 0.000001 Anarachists
#9807 0.000001 Foundation for Individual Rights in Education (FIRE)

Crypto

#3731 0.000001 Non-Fungible Tokens (NFTs)
#3824 0.000001 Crypto Political Economy
#3896 0.000001 Polkadot
#4888 0.000001 Decentralized Autonomous Organizations (DAOs)
#5215 0.000008 Crypto Infrastructure
#5798 0.000001 Crypto Journalists
#5799 0.000001 Crypto Angels
#5851 0.000001 Cosmos
#6778 0.000001 Public Goods Funding
#7056 0.000001 Decentralized Finance (DeFi)
#8871 0.000001 Decentralized Web
#8917 0.000001 Ethereum
#9419 0.000001 Crypto Investing

Software Engineering

#3830 0.000001 Rust
#4781 0.000001 Zig

Automatically Detected Communities