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?

Dr. Sarah Parcak

Dr. Sarah Parcak

@indyfromspace

Lens Rankings

Science

#117 0.001104 ClimateTwitter
#216 0.000654 Epidemiology Journalism
#968 0.000152 Epidimiology Twitter
#1244 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1599 0.000003 Philosophy Twitter
#6781 0.000007 EconTwitter
#8125 0.000002 Biotech

Think Tanks

#324 0.000500 Earth Institute
#667 0.000183 Columbia SIPA Center for Energy Policy
#987 0.000145 Brookings
#1113 0.000003 RAND Corporation
#1173 0.000003 Belfer Center
#1342 0.000043 Eurasia Group
#1368 0.000003 Urban Institute
#1603 0.000003 Heritage Foundation
#1991 0.000061 Council on Foreign Relations
#2067 0.000003 Cato Institute
#2260 0.000002 Asia Society Policy Institute
#2269 0.000021 Hudson Institute
#2967 0.000041 Peterson Institute for International Economics
#3110 0.000003 Atlantic Council
#3368 0.000007 Adam Smith Institute
#4044 0.000002 Berggruen Institute
#4315 0.000027 Center for American Progress
#6618 0.000002 Niskanen Center
#9156 0.000002 Hoover Institution

Culture and Political Economy

#347 0.000488 Environmental Journalists
#409 0.000269 EFF
#636 0.000003 Schumacher Circle
#685 0.000003 Fair Vote
#812 0.000003 Electronic Privacy Information Center (EPIC)
#833 0.000003 Extinction Rebellion
#871 0.000003 Existential Risks
#928 0.000003 Claremont Institute
#947 0.000003 Ecosocialism
#975 0.000003 Sierra Clib
#1192 0.000003 350.org
#1379 0.000003 Environmental Defense Fund
#1816 0.000056 Persuasion Community
#2532 0.000002 Climate Solutions
#2725 0.000002 Bismark Analysis
#3217 0.000002 RadicalxChange
#3491 0.000002 Heterodox Academy
#3493 0.000019 Harper's Open Letter
#3528 0.000002 Populist Libertarians
#3538 0.000002 Social Epistemology
#3808 0.000017 The Long Now Foundation
#3934 0.000002 Works in Progress
#4353 0.000002 Effective Altruism
#4368 0.000002 Black Lives Matter
#4379 0.000026 Arnold Kling's Fantasy Intellectual Teams
#4546 0.000014 Moderate Conservatism
#4948 0.000018 Ecomodernists
#5436 0.000002 Anarachists
#7097 0.000002 Foundation for Individual Rights in Education (FIRE)
#7497 0.000002 Degrowth
#7540 0.000002 Progress Studies
#7559 0.000002 Rationality

Journalism

#476 0.000272 The Daily Beast
#623 0.000276 Wall Street Journal
#824 0.000126 The New York Post
#889 0.000131 Ars Technica
#1060 0.000003 The Information
#1061 0.000094 The Verge
#1445 0.000002 Newsmax
#1451 0.000002 OANN
#1559 0.000081 New Yorker
#1595 0.000003 Stat News
#2044 0.000009 Techcrunch
#2234 0.000060 Bloomberg Opinion
#2361 0.000056 The Atlantic
#2548 0.000003 The Economist
#2848 0.000030 Wired
#2911 0.000005 Reuters
#3151 0.000003 CNBC
#3934 0.000023 VICE
#4436 0.000003 Financial Times
#4489 0.000002 The Intercept
#5140 0.000003 BuzzFeed
#5398 0.000020 The New York Times
#5474 0.000002 Palladium Magazine
#5728 0.000003 The Los Angeles Times
#6618 0.000002 Foreign Policy
#8519 0.000003 Washington Post
#8630 0.000002 Recode
#8692 0.000002 The Dispatch

Venture Capital

#667 0.000189 Khosla Ventures
#669 0.000003 Standard Crypto
#743 0.000003 Founders Fund
#765 0.000066 Bessemer
#894 0.000080 Index Ventures
#1031 0.000143 Village Global
#1193 0.000003 Accel
#1249 0.000151 My Climate Journey
#1600 0.000003 Sequioa
#1741 0.000075 Benchmark Capital
#2118 0.000003 Y Combinator
#2876 0.000002 Sutter Hill Ventures
#3616 0.000002 Homebrew
#4610 0.000002 Initialized Capital
#6988 0.000010 A16Z

system

#5184 0.000038 Baseline
#8641 0.000041 Reality-Based Community

Informal Community

#3408 0.000037 Founders

Crypto

#683 0.000003 Non-Fungible Tokens (NFTs)
#823 0.000003 Crypto Political Economy
#872 0.000003 Polkadot
#1779 0.000002 Decentralized Autonomous Organizations (DAOs)
#2775 0.000002 Crypto Angels
#2898 0.000002 Crypto Journalists
#2942 0.000002 Cosmos
#3520 0.000002 Public Goods Funding
#3670 0.000002 Decentralized Finance (DeFi)
#4813 0.000002 Ethereum
#5244 0.000002 Decentralized Web
#5843 0.000002 Crypto Investing
#7779 0.000005 Crypto VC
#7850 0.000002 IDEO Founder Collective
#8310 0.000002 Crypto Infrastructure

Software Engineering

#814 0.000003 Rust
#1614 0.000002 Zig

Automatically Detected Communities