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?

Hussein Ibish

Hussein Ibish

@Ibishblog

Lens Rankings

Journalism

#21 0.003822 Bloomberg Opinion
#463 0.000281 The Daily Beast
#476 0.000256 The Atlantic
#1770 0.000070 New Yorker
#1872 0.000002 The Information
#2392 0.000058 Wall Street Journal
#2400 0.000002 Stat News
#2496 0.000001 OANN
#2501 0.000001 Newsmax
#2538 0.000026 Washington Post
#2734 0.000055 The New York Times
#2738 0.000002 The Verge
#2993 0.000005 Reuters
#3356 0.000002 The Economist
#3673 0.000007 Foreign Policy
#3957 0.000002 CNBC
#4876 0.000002 Wired
#5241 0.000002 Financial Times
#5243 0.000001 The Intercept
#5851 0.000002 BuzzFeed
#6333 0.000001 Palladium Magazine
#6341 0.000006 The Dispatch
#6478 0.000002 The Los Angeles Times
#6835 0.000006 The New York Post
#7358 0.000002 VICE
#9560 0.000001 Recode

Think Tanks

#60 0.003328 Belfer Center
#77 0.001005 Council on Foreign Relations
#90 0.000990 Brookings
#157 0.000760 Center for American Progress
#187 0.000998 Atlantic Council
#272 0.000327 Hudson Institute
#1050 0.000145 American Enterprise Institute
#1050 0.000145 National Bureau of Economic Research
#1330 0.000085 Hoover Institution
#1937 0.000002 RAND Corporation
#2187 0.000002 Urban Institute
#2417 0.000002 Heritage Foundation
#2865 0.000002 Cato Institute
#3127 0.000001 Asia Society Policy Institute
#3673 0.000007 Niskanen Center
#4309 0.000019 Columbia SIPA Center for Energy Policy
#4518 0.000005 Eurasia Group
#4964 0.000001 Berggruen Institute
#5493 0.000010 Peterson Institute for International Economics
#5566 0.000014 Mercatus Center
#5937 0.000001 Earth Institute

Culture and Political Economy

#121 0.000827 Harper's Open Letter
#667 0.000229 Moderate Conservatism
#1052 0.000121 Arnold Kling's Fantasy Intellectual Teams
#1059 0.000152 Social Epistemology
#1482 0.000002 Schumacher Circle
#1529 0.000002 Fair Vote
#1643 0.000002 Electronic Privacy Information Center (EPIC)
#1670 0.000002 Extinction Rebellion
#1713 0.000002 Existential Risks
#1754 0.000002 Claremont Institute
#1766 0.000002 Ecosocialism
#1795 0.000002 Sierra Clib
#2018 0.000002 350.org
#2206 0.000002 Environmental Defense Fund
#2651 0.000036 Persuasion Community
#3111 0.000001 Environmental Journalists
#3634 0.000001 Bismark Analysis
#3684 0.000022 Foundation Against Intolerance and Racism
#3732 0.000001 Climate Solutions
#4203 0.000001 RadicalxChange
#4403 0.000001 Heterodox Academy
#4509 0.000001 Populist Libertarians
#4803 0.000001 Works in Progress
#4862 0.000010 Degrowth
#5236 0.000001 Effective Altruism
#5270 0.000001 Black Lives Matter
#5544 0.000015 Ecomodernists
#5873 0.000007 Rationality
#5918 0.000001 EFF
#6880 0.000001 Anarachists
#7318 0.000005 The Long Now Foundation
#8051 0.000001 Foundation for Individual Rights in Education (FIRE)
#8553 0.000001 Progress Studies

system

#217 0.000252 Baseline
#276 0.000152 Reality-Based Community
#760 0.000367 Think Tanks

Science

#2064 0.000002 Intergovernmental Panel on Climate Change (IPCC)
#2461 0.000002 Philosophy Twitter
#2477 0.000068 Epidemiology Journalism
#4230 0.000002 Epidimiology Twitter
#8816 0.000001 Biotech

Crypto

#1528 0.000002 Non-Fungible Tokens (NFTs)
#1642 0.000002 Crypto Political Economy
#1707 0.000002 Polkadot
#2795 0.000001 Decentralized Autonomous Organizations (DAOs)
#3554 0.000010 Crypto Investing
#3761 0.000001 Crypto Angels
#3828 0.000001 Crypto Journalists
#3873 0.000001 Cosmos
#4751 0.000001 Public Goods Funding
#4858 0.000001 Decentralized Finance (DeFi)
#6412 0.000001 Ethereum
#6654 0.000001 Decentralized Web
#9032 0.000001 IDEO Founder Collective
#9716 0.000001 Crypto Infrastructure

Venture Capital

#1509 0.000002 Standard Crypto
#1568 0.000002 Founders Fund
#2006 0.000002 Accel
#2398 0.000002 Sequioa
#2888 0.000002 Y Combinator
#3206 0.000001 Bessemer
#3591 0.000001 My Climate Journey
#3749 0.000001 Index Ventures
#3814 0.000001 Sutter Hill Ventures
#4195 0.000001 Benchmark Capital
#4447 0.000001 Homebrew
#5332 0.000001 Village Global
#5537 0.000001 Initialized Capital
#6572 0.000001 Khosla Ventures

Software Engineering

#1649 0.000002 Rust
#2661 0.000001 Zig

Automatically Detected Communities