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?

Shaun Walker

Shaun Walker

@shaunwalker7

Lens Rankings

Journalism

#311 0.000673 Financial Times
#666 0.000199 BuzzFeed
#968 0.000113 The Economist
#1697 0.000045 Washington Post
#1831 0.000010 Reuters
#2507 0.000047 New Yorker
#4807 0.000025 The New York Times
#5494 0.000022 Bloomberg Opinion
#5904 0.000001 The Information
#6391 0.000001 Stat News
#6664 0.000001 The Verge
#6930 0.000017 The Atlantic
#6986 0.000000 OANN
#7006 0.000000 Newsmax
#7771 0.000001 The Daily Beast
#7851 0.000001 CNBC
#8292 0.000002 Recode
#8504 0.000001 Wired
#9099 0.000000 The Intercept
#9350 0.000003 The New York Post

Culture and Political Economy

#490 0.000250 Persuasion Community
#795 0.000154 EFF
#3272 0.000014 Effective Altruism
#5591 0.000001 Schumacher Circle
#5637 0.000001 Fair Vote
#5730 0.000001 Electronic Privacy Information Center (EPIC)
#5772 0.000001 Extinction Rebellion
#5799 0.000001 Claremont Institute
#5811 0.000001 Existential Risks
#5815 0.000001 Ecosocialism
#5870 0.000001 Sierra Clib
#6101 0.000001 350.org
#6274 0.000001 Environmental Defense Fund
#7405 0.000000 Environmental Journalists
#7865 0.000000 Bismark Analysis
#8106 0.000000 Climate Solutions
#8299 0.000000 Social Epistemology
#8545 0.000000 RadicalxChange
#8605 0.000000 Heterodox Academy
#8823 0.000000 Populist Libertarians
#8825 0.000001 Degrowth
#8901 0.000000 Works in Progress
#9399 0.000000 Black Lives Matter
#9702 0.000004 Harper's Open Letter

Think Tanks

#890 0.000180 Atlantic Council
#2193 0.000026 Eurasia Group
#4721 0.000026 Brookings
#5976 0.000001 RAND Corporation
#6035 0.000001 Belfer Center
#6220 0.000001 Urban Institute
#6426 0.000001 Heritage Foundation
#6804 0.000001 Cato Institute
#8960 0.000000 Asia Society Policy Institute
#9087 0.000000 Berggruen Institute

Venture Capital

#2045 0.000077 Homebrew
#5609 0.000001 Standard Crypto
#5636 0.000001 Founders Fund
#6039 0.000001 Accel
#6409 0.000001 Sequioa
#6813 0.000001 Y Combinator
#7621 0.000000 Bessemer
#7854 0.000000 My Climate Journey
#8077 0.000000 Sutter Hill Ventures
#8168 0.000000 Index Ventures
#8411 0.000000 Benchmark Capital
#9365 0.000000 Village Global
#9742 0.000000 Initialized Capital

system

#4315 0.000030 Think Tanks
#4958 0.000043 Baseline
#8989 0.000032 Reality-Based Community

Crypto

#5634 0.000001 Non-Fungible Tokens (NFTs)
#5722 0.000001 Crypto Political Economy
#5797 0.000001 Polkadot
#7234 0.000000 Decentralized Autonomous Organizations (DAOs)
#8050 0.000000 Crypto Journalists
#8100 0.000000 Crypto Angels
#8112 0.000000 Cosmos
#9048 0.000000 Public Goods Funding
#9466 0.000000 Decentralized Finance (DeFi)

Science

#6128 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#6536 0.000001 Philosophy Twitter
#8054 0.000001 Epidimiology Twitter
#9847 0.000000 Epidemiology Journalism

Software Engineering

#5717 0.000001 Rust
#7143 0.000000 Zig

Automatically Detected Communities