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?

James Medlock

James Medlock

@jdcmedlock

Lens Rankings

Crypto

#37 0.003422 Public Goods Funding
#58 0.001861 Ethereum
#147 0.000006 Non-Fungible Tokens (NFTs)
#317 0.000006 Crypto Political Economy
#346 0.000006 Polkadot
#1267 0.000005 Decentralized Autonomous Organizations (DAOs)
#1635 0.000073 Crypto VC
#2291 0.000005 Crypto Angels
#2436 0.000021 Crypto Investing
#2477 0.000005 Crypto Journalists
#2506 0.000005 Cosmos
#2912 0.000005 Decentralized Finance (DeFi)
#3654 0.000005 Decentralized Web
#5271 0.000008 Crypto Infrastructure
#6371 0.000005 IDEO Founder Collective

Culture and Political Economy

#69 0.001251 Ecomodernists
#85 0.001568 Social Epistemology
#100 0.000006 Schumacher Circle
#150 0.000006 Fair Vote
#158 0.000725 Rationality
#210 0.000600 Works in Progress
#262 0.000589 Progress Studies
#285 0.000006 Electronic Privacy Information Center (EPIC)
#301 0.000006 Extinction Rebellion
#338 0.000006 Existential Risks
#377 0.000293 Arnold Kling's Fantasy Intellectual Teams
#411 0.000006 Claremont Institute
#432 0.000006 Ecosocialism
#434 0.000288 The Long Now Foundation
#454 0.000006 Sierra Clib
#553 0.000273 Bismark Analysis
#567 0.000255 RadicalxChange
#670 0.000006 350.org
#863 0.000006 Environmental Defense Fund
#1104 0.000079 Effective Altruism
#1705 0.000044 Degrowth
#1717 0.000005 Environmental Journalists
#1860 0.000005 Climate Solutions
#1920 0.000028 Anarachists
#2136 0.000036 Harper's Open Letter
#2801 0.000005 Populist Libertarians
#3065 0.000005 Heterodox Academy
#3779 0.000020 Persuasion Community
#3917 0.000005 Black Lives Matter
#4352 0.000015 Moderate Conservatism
#4638 0.000005 EFF
#5296 0.000011 Foundation Against Intolerance and Racism
#5792 0.000005 Foundation for Individual Rights in Education (FIRE)

Journalism

#58 0.001533 Bloomberg Opinion
#113 0.001303 Foreign Policy
#245 0.000497 Palladium Magazine
#563 0.000006 The Information
#572 0.000266 The Intercept
#736 0.000168 Ars Technica
#876 0.000005 Newsmax
#890 0.000005 OANN
#976 0.000113 The Verge
#1071 0.000006 Stat News
#1482 0.000090 The Atlantic
#1576 0.000018 Techcrunch
#1751 0.000068 VICE
#1974 0.000053 Financial Times
#2005 0.000006 The Economist
#2538 0.000006 CNBC
#2652 0.000006 Reuters
#2729 0.000006 The Daily Beast
#3048 0.000039 Recode
#3773 0.000006 Wired
#4211 0.000012 Washington Post
#4458 0.000017 The Dispatch
#4497 0.000006 BuzzFeed
#4913 0.000006 The Los Angeles Times
#6696 0.000006 The New York Post
#7413 0.000006 Wall Street Journal
#8969 0.000009 New Yorker

Think Tanks

#113 0.001303 Niskanen Center
#196 0.000639 Peterson Institute for International Economics
#229 0.000630 Mercatus Center
#462 0.000184 Urban Institute
#603 0.000006 RAND Corporation
#612 0.000084 Eurasia Group
#663 0.000006 Belfer Center
#873 0.000162 Brookings
#1062 0.000006 Heritage Foundation
#1068 0.000057 Berggruen Institute
#1288 0.000088 Columbia SIPA Center for Energy Policy
#1376 0.000005 Asia Society Policy Institute
#1519 0.000006 Cato Institute
#1534 0.000034 Adam Smith Institute
#1699 0.000090 Center for American Progress
#1882 0.000058 Hoover Institution
#1994 0.000076 American Enterprise Institute
#1994 0.000076 National Bureau of Economic Research
#2568 0.000006 Atlantic Council
#3368 0.000035 Council on Foreign Relations
#3489 0.000005 Earth Institute
#3615 0.000009 Hudson Institute

Venture Capital

#133 0.000939 Initialized Capital
#143 0.000006 Standard Crypto
#245 0.000006 Founders Fund
#695 0.000006 Accel
#800 0.000160 Khosla Ventures
#1094 0.000006 Sequioa
#1146 0.000124 A16Z
#1461 0.000011 Y Combinator
#1602 0.000078 Village Global
#1707 0.000005 Bessemer
#1951 0.000005 Index Ventures
#2219 0.000005 My Climate Journey
#2412 0.000005 Sutter Hill Ventures
#2847 0.000005 Benchmark Capital
#3262 0.000005 Homebrew

system

#772 0.000347 Think Tanks
#4074 0.000104 Baseline
#8271 0.000068 Reality-Based Community

Science

#729 0.000006 Intergovernmental Panel on Climate Change (IPCC)
#947 0.000140 EconTwitter
#1037 0.000006 Philosophy Twitter
#2698 0.000006 Epidimiology Twitter
#4081 0.000005 Epidemiology Journalism
#7524 0.000005 Biotech
#8004 0.000006 ClimateTwitter

Informal Community

#5968 0.000019 Founders

Software Engineering

#283 0.000006 Rust
#1051 0.000005 Zig

Automatically Detected Communities