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?

Eric Topol

Eric Topol

@EricTopol

Lens Rankings

Science

#2 0.015165 Epidimiology Twitter
#15 0.007478 Biotech
#28 0.002720 Epidemiology Journalism
#148 0.000751 EconTwitter
#656 0.000014 Intergovernmental Panel on Climate Change (IPCC)
#885 0.000014 Philosophy Twitter
#2146 0.000077 ClimateTwitter

Think Tanks

#35 0.002230 Council on Foreign Relations
#39 0.002556 Earth Institute
#44 0.001943 Mercatus Center
#73 0.001214 Berggruen Institute
#88 0.001103 American Enterprise Institute
#88 0.001103 National Bureau of Economic Research
#171 0.001042 Belfer Center
#316 0.000288 Hudson Institute
#341 0.000367 Hoover Institution
#428 0.000306 Brookings
#436 0.000302 Peterson Institute for International Economics
#525 0.000014 RAND Corporation
#798 0.000014 Urban Institute
#828 0.000181 Niskanen Center
#918 0.000014 Heritage Foundation
#1025 0.000055 Eurasia Group
#1043 0.000079 Adam Smith Institute
#1240 0.000014 Cato Institute
#1302 0.000008 Asia Society Policy Institute
#1866 0.000082 Center for American Progress
#2297 0.000014 Atlantic Council
#2636 0.000039 Columbia SIPA Center for Energy Policy

Culture and Political Economy

#20 0.000014 Schumacher Circle
#44 0.002360 Progress Studies
#70 0.000014 Fair Vote
#72 0.001495 The Long Now Foundation
#73 0.001749 Works in Progress
#109 0.001080 Climate Solutions
#117 0.000686 Persuasion Community
#131 0.000647 Arnold Kling's Fantasy Intellectual Teams
#175 0.000600 Effective Altruism
#179 0.000783 Social Epistemology
#180 0.000433 Harper's Open Letter
#182 0.000649 Ecomodernists
#207 0.000014 Electronic Privacy Information Center (EPIC)
#216 0.000500 Rationality
#223 0.000014 Extinction Rebellion
#258 0.000014 Existential Risks
#338 0.000014 Claremont Institute
#355 0.000014 Ecosocialism
#378 0.000014 Sierra Clib
#594 0.000014 350.org
#726 0.000156 Foundation for Individual Rights in Education (FIRE)
#782 0.000186 Foundation Against Intolerance and Racism
#786 0.000014 Environmental Defense Fund
#928 0.000087 Degrowth
#1297 0.000099 EFF
#1605 0.000073 Heterodox Academy
#1685 0.000007 Environmental Journalists
#1756 0.000018 Bismark Analysis
#2590 0.000007 Populist Libertarians
#2647 0.000007 RadicalxChange
#2862 0.000009 Anarachists
#3885 0.000007 Black Lives Matter
#5486 0.000009 Moderate Conservatism

Journalism

#100 0.000895 Bloomberg Opinion
#130 0.000745 The Atlantic
#187 0.000979 Financial Times
#205 0.000809 Wired
#276 0.000326 Stat News
#367 0.000362 CNBC
#410 0.000436 The New York Times
#485 0.000014 The Information
#591 0.000286 Wall Street Journal
#805 0.000128 Palladium Magazine
#816 0.000007 OANN
#823 0.000007 Newsmax
#828 0.000181 Foreign Policy
#878 0.000112 Washington Post
#1229 0.000115 Recode
#1322 0.000086 BuzzFeed
#1341 0.000085 Ars Technica
#1422 0.000014 The Verge
#1460 0.000022 Techcrunch
#1620 0.000012 Reuters
#1809 0.000014 The Economist
#2238 0.000014 The Daily Beast
#2678 0.000047 The Intercept
#3229 0.000024 The Los Angeles Times
#3314 0.000033 The Dispatch
#3641 0.000027 VICE
#4095 0.000013 The New York Post
#4232 0.000025 New Yorker

Venture Capital

#67 0.000014 Standard Crypto
#155 0.000811 Initialized Capital
#172 0.000014 Founders Fund
#189 0.000808 Khosla Ventures
#304 0.000461 A16Z
#367 0.000446 My Climate Journey
#478 0.000343 Y Combinator
#488 0.000312 Benchmark Capital
#564 0.000284 Village Global
#625 0.000014 Accel
#987 0.000199 Homebrew
#1009 0.000014 Sequioa
#1298 0.000022 Index Ventures
#1309 0.000029 Bessemer
#2378 0.000007 Sutter Hill Ventures

Crypto

#67 0.000014 Non-Fungible Tokens (NFTs)
#241 0.000014 Crypto Political Economy
#258 0.000014 Polkadot
#385 0.000491 Public Goods Funding
#538 0.000281 Crypto VC
#551 0.000270 Ethereum
#965 0.000138 Crypto Journalists
#1220 0.000007 Decentralized Autonomous Organizations (DAOs)
#2184 0.000036 Crypto Infrastructure
#2238 0.000007 Crypto Angels
#2438 0.000007 Cosmos
#2577 0.000019 Crypto Investing
#2649 0.000007 Decentralized Finance (DeFi)
#3163 0.000007 Decentralized Web
#5301 0.000010 IDEO Founder Collective

system

#33 0.000308 Reality-Based Community
#405 0.000205 Baseline
#906 0.000213 Think Tanks

Informal Community

#962 0.000139 Founders

Software Engineering

#205 0.000014 Rust
#999 0.000007 Zig

Automatically Detected Communities