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?

Edward Ongweso Jr

Edward Ongweso Jr

@bigblackjacobin

Lens Rankings

Journalism

#74 0.001306 Recode
#172 0.000790 The Intercept
#207 0.000727 VICE
#220 0.000477 Ars Technica
#260 0.000514 The Information
#272 0.000685 Wired
#826 0.000149 BuzzFeed
#928 0.000143 The Atlantic
#1113 0.000003 Newsmax
#1126 0.000003 OANN
#1151 0.000108 New Yorker
#1209 0.000064 The Verge
#1340 0.000027 Techcrunch
#1357 0.000003 Stat News
#1659 0.000047 Washington Post
#1883 0.000009 Reuters
#1888 0.000061 The Los Angeles Times
#1897 0.000022 The Daily Beast
#2309 0.000003 The Economist
#2349 0.000056 Bloomberg Opinion
#2437 0.000008 CNBC
#3667 0.000016 The New York Post
#3696 0.000008 Financial Times
#4407 0.000004 Foreign Policy
#5023 0.000003 Palladium Magazine
#6354 0.000006 The Dispatch
#7286 0.000012 The New York Times
#8523 0.000003 Wall Street Journal

Culture and Political Economy

#147 0.000744 EFF
#174 0.000896 Environmental Journalists
#241 0.000156 Ecosocialism
#376 0.000003 Schumacher Circle
#425 0.000003 Fair Vote
#487 0.000189 Anarachists
#558 0.000003 Electronic Privacy Information Center (EPIC)
#574 0.000003 Extinction Rebellion
#612 0.000003 Existential Risks
#678 0.000003 Claremont Institute
#723 0.000003 Sierra Clib
#939 0.000003 350.org
#1127 0.000003 Environmental Defense Fund
#1151 0.000075 Effective Altruism
#2161 0.000003 Climate Solutions
#2301 0.000032 Heterodox Academy
#2439 0.000003 Bismark Analysis
#2882 0.000029 Foundation for Individual Rights in Education (FIRE)
#2940 0.000003 RadicalxChange
#3206 0.000003 Populist Libertarians
#3334 0.000003 Social Epistemology
#3417 0.000019 Harper's Open Letter
#3675 0.000003 Works in Progress
#3925 0.000015 Degrowth
#4100 0.000003 Black Lives Matter
#6043 0.000008 Persuasion Community
#6580 0.000003 Moderate Conservatism
#6698 0.000004 Rationality
#6849 0.000007 Foundation Against Intolerance and Racism
#6927 0.000003 Progress Studies
#8949 0.000003 The Long Now Foundation
#9886 0.000003 Ecomodernists

system

#541 0.000189 Baseline
#1116 0.000099 Reality-Based Community

Venture Capital

#413 0.000003 Standard Crypto
#497 0.000003 Founders Fund
#944 0.000003 Accel
#1030 0.000188 Homebrew
#1365 0.000003 Sequioa
#1898 0.000003 Y Combinator
#1909 0.000003 Bessemer
#2373 0.000003 Index Ventures
#2395 0.000003 My Climate Journey
#2590 0.000003 Sutter Hill Ventures
#3009 0.000003 Benchmark Capital
#4009 0.000003 Village Global
#4374 0.000003 Initialized Capital
#5415 0.000003 Khosla Ventures

Crypto

#423 0.000003 Non-Fungible Tokens (NFTs)
#575 0.000003 Crypto Political Economy
#619 0.000003 Polkadot
#1482 0.000003 Decentralized Autonomous Organizations (DAOs)
#1544 0.000031 Decentralized Finance (DeFi)
#2490 0.000003 Crypto Angels
#2637 0.000003 Crypto Journalists
#2680 0.000003 Cosmos
#2960 0.000003 Public Goods Funding
#3403 0.000005 Ethereum
#4539 0.000003 Decentralized Web
#5156 0.000003 Crypto Investing
#6364 0.000005 Crypto Infrastructure
#6475 0.000004 IDEO Founder Collective
#9599 0.000003 Crypto VC

Think Tanks

#865 0.000003 RAND Corporation
#923 0.000003 Belfer Center
#1124 0.000003 Urban Institute
#1334 0.000003 Heritage Foundation
#1761 0.000003 Asia Society Policy Institute
#1809 0.000003 Cato Institute
#2421 0.000010 Berggruen Institute
#2865 0.000003 Atlantic Council
#3192 0.000031 Columbia SIPA Center for Energy Policy
#4133 0.000003 Earth Institute
#4407 0.000004 Niskanen Center
#5888 0.000003 Eurasia Group
#6158 0.000003 Hudson Institute
#6626 0.000003 Adam Smith Institute
#7264 0.000003 Peterson Institute for International Economics
#8172 0.000007 Center for American Progress
#8462 0.000003 Hoover Institution

Informal Community

#7039 0.000016 Founders

Science

#993 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1336 0.000003 Philosophy Twitter
#3151 0.000003 Epidimiology Twitter
#4579 0.000003 Epidemiology Journalism
#7918 0.000003 Biotech
#9207 0.000003 EconTwitter
#9723 0.000003 ClimateTwitter

Software Engineering

#557 0.000003 Rust
#1279 0.000003 Zig

Automatically Detected Communities