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?

Ed MD

Ed MD

@notdred

Lens Rankings

Science

#49 0.001527 Biotech
#108 0.001240 Epidemiology Journalism
#1033 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1080 0.000129 Epidimiology Twitter
#1377 0.000003 Philosophy Twitter
#3506 0.000036 ClimateTwitter
#9424 0.000003 EconTwitter

Culture and Political Economy

#187 0.000641 Ecomodernists
#417 0.000003 Schumacher Circle
#466 0.000003 Fair Vote
#598 0.000003 Electronic Privacy Information Center (EPIC)
#615 0.000003 Extinction Rebellion
#653 0.000003 Existential Risks
#717 0.000003 Claremont Institute
#735 0.000003 Ecosocialism
#762 0.000003 Sierra Clib
#979 0.000003 350.org
#1053 0.000121 Arnold Kling's Fantasy Intellectual Teams
#1167 0.000003 Environmental Defense Fund
#1249 0.000085 Foundation for Individual Rights in Education (FIRE)
#1797 0.000045 Harper's Open Letter
#1875 0.000003 Environmental Journalists
#2107 0.000003 Climate Solutions
#2152 0.000046 The Long Now Foundation
#2406 0.000003 Bismark Analysis
#2909 0.000003 RadicalxChange
#3167 0.000003 Populist Libertarians
#3205 0.000003 Heterodox Academy
#3314 0.000003 Social Epistemology
#3649 0.000003 Works in Progress
#4072 0.000003 Black Lives Matter
#4075 0.000003 Effective Altruism
#4536 0.000003 Anarachists
#4785 0.000003 EFF
#5713 0.000005 Progress Studies
#6548 0.000003 Moderate Conservatism
#6806 0.000003 Degrowth
#7123 0.000003 Rationality

Think Tanks

#207 0.000636 Columbia SIPA Center for Energy Policy
#509 0.000261 Brookings
#531 0.000273 Center for American Progress
#653 0.000227 Niskanen Center
#903 0.000003 RAND Corporation
#963 0.000003 Belfer Center
#1162 0.000003 Urban Institute
#1232 0.000124 American Enterprise Institute
#1232 0.000124 National Bureau of Economic Research
#1373 0.000003 Heritage Foundation
#1385 0.000089 Council on Foreign Relations
#1694 0.000092 Mercatus Center
#1716 0.000003 Asia Society Policy Institute
#1859 0.000003 Cato Institute
#2903 0.000003 Atlantic Council
#3191 0.000036 Peterson Institute for International Economics
#3202 0.000007 Adam Smith Institute
#3644 0.000003 Berggruen Institute
#4083 0.000003 Earth Institute
#5263 0.000004 Eurasia Group
#6021 0.000003 Hudson Institute
#8341 0.000003 Hoover Institution

Journalism

#250 0.000439 The Atlantic
#407 0.000289 Ars Technica
#653 0.000227 Foreign Policy
#700 0.000219 The Intercept
#760 0.000132 The New York Post
#852 0.000003 The Information
#883 0.000111 Washington Post
#1077 0.000121 Bloomberg Opinion
#1079 0.000003 Newsmax
#1094 0.000003 OANN
#1357 0.000131 The New York Times
#1398 0.000003 Stat News
#1782 0.000003 The Verge
#1872 0.000010 Reuters
#1949 0.000070 Recode
#2348 0.000003 The Economist
#2443 0.000008 CNBC
#3122 0.000003 The Daily Beast
#3477 0.000004 Techcrunch
#3545 0.000031 New Yorker
#4033 0.000003 Wired
#4233 0.000003 Financial Times
#4279 0.000019 VICE
#4936 0.000003 BuzzFeed
#4953 0.000003 Palladium Magazine
#5482 0.000003 The Los Angeles Times
#7091 0.000004 The Dispatch
#8605 0.000003 Wall Street Journal

Venture Capital

#453 0.000003 Standard Crypto
#533 0.000003 Founders Fund
#652 0.000280 Homebrew
#985 0.000003 Accel
#1404 0.000003 Sequioa
#1876 0.000003 Bessemer
#1931 0.000003 Y Combinator
#2078 0.000060 Initialized Capital
#2318 0.000003 Index Ventures
#2368 0.000003 My Climate Journey
#2407 0.000030 Benchmark Capital
#2560 0.000003 Sutter Hill Ventures
#3951 0.000003 Village Global
#4284 0.000008 Khosla Ventures
#8137 0.000007 A16Z

system

#2438 0.000056 Think Tanks
#4795 0.000047 Baseline
#8716 0.000039 Reality-Based Community

Crypto

#464 0.000003 Non-Fungible Tokens (NFTs)
#616 0.000003 Crypto Political Economy
#660 0.000003 Polkadot
#1451 0.000003 Decentralized Autonomous Organizations (DAOs)
#2460 0.000003 Crypto Angels
#2611 0.000003 Crypto Journalists
#2649 0.000003 Cosmos
#2897 0.000003 Public Goods Funding
#3216 0.000003 Decentralized Finance (DeFi)
#4065 0.000003 Ethereum
#4443 0.000003 Decentralized Web
#5084 0.000003 Crypto Investing
#7192 0.000003 IDEO Founder Collective
#7413 0.000003 Crypto Infrastructure
#9405 0.000003 Crypto VC

Software Engineering

#598 0.000003 Rust
#1244 0.000003 Zig

Automatically Detected Communities