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?

Rose DF

Rose DF

@_Astro_Nerd_

Lens Rankings

Science

#67 0.001744 ClimateTwitter
#670 0.000240 Epidemiology Journalism
#849 0.000005 Intergovernmental Panel on Climate Change (IPCC)
#1165 0.000005 Philosophy Twitter
#2940 0.000005 Epidimiology Twitter
#7867 0.000003 Biotech
#8293 0.000005 EconTwitter

Culture and Political Economy

#192 0.000832 Bismark Analysis
#223 0.000005 Schumacher Circle
#273 0.000005 Fair Vote
#407 0.000005 Electronic Privacy Information Center (EPIC)
#423 0.000005 Extinction Rebellion
#460 0.000005 Existential Risks
#532 0.000005 Claremont Institute
#552 0.000005 Ecosocialism
#574 0.000005 Sierra Clib
#684 0.000166 Foundation for Individual Rights in Education (FIRE)
#792 0.000005 350.org
#981 0.000005 Environmental Defense Fund
#1864 0.000003 Environmental Journalists
#1982 0.000003 Climate Solutions
#2401 0.000040 The Long Now Foundation
#2850 0.000023 Degrowth
#2895 0.000003 RadicalxChange
#3150 0.000003 Populist Libertarians
#3193 0.000003 Heterodox Academy
#3280 0.000032 Ecomodernists
#3306 0.000003 Social Epistemology
#3622 0.000003 Works in Progress
#4062 0.000003 Black Lives Matter
#4067 0.000003 Effective Altruism
#4480 0.000011 Progress Studies
#4484 0.000003 Anarachists
#4774 0.000003 EFF
#6531 0.000003 Moderate Conservatism
#7113 0.000003 Rationality
#7137 0.000007 Harper's Open Letter

Journalism

#566 0.000345 Wired
#670 0.000005 The Information
#1066 0.000003 Newsmax
#1082 0.000003 OANN
#1205 0.000005 Stat News
#1615 0.000005 The Verge
#1622 0.000082 The Atlantic
#1723 0.000044 Washington Post
#2140 0.000005 The Economist
#2282 0.000048 Ars Technica
#2746 0.000005 CNBC
#2910 0.000005 The Daily Beast
#3043 0.000005 Techcrunch
#3769 0.000035 The New York Times
#4051 0.000005 Financial Times
#4253 0.000003 The Intercept
#4475 0.000003 Reuters
#4684 0.000005 BuzzFeed
#4918 0.000003 Palladium Magazine
#5227 0.000005 The Los Angeles Times
#5335 0.000003 Foreign Policy
#6175 0.000005 VICE
#7871 0.000003 Recode
#7879 0.000003 The Dispatch
#8011 0.000005 Wall Street Journal

Think Tanks

#719 0.000005 RAND Corporation
#774 0.000005 Belfer Center
#980 0.000005 Urban Institute
#1184 0.000005 Heritage Foundation
#1550 0.000114 Earth Institute
#1666 0.000005 Cato Institute
#1694 0.000003 Asia Society Policy Institute
#2154 0.000048 Columbia SIPA Center for Energy Policy
#2717 0.000005 Atlantic Council
#3629 0.000003 Berggruen Institute
#5335 0.000003 Niskanen Center
#5711 0.000003 Eurasia Group
#5926 0.000003 Hudson Institute
#6228 0.000003 Adam Smith Institute
#7180 0.000003 Peterson Institute for International Economics
#8272 0.000003 Hoover Institution

Crypto

#270 0.000005 Non-Fungible Tokens (NFTs)
#435 0.000005 Crypto Political Economy
#468 0.000005 Polkadot
#992 0.000064 Cosmos
#1438 0.000003 Decentralized Autonomous Organizations (DAOs)
#2449 0.000003 Crypto Angels
#2600 0.000003 Crypto Journalists
#2865 0.000003 Public Goods Funding
#3191 0.000003 Decentralized Finance (DeFi)
#4028 0.000003 Ethereum
#4396 0.000003 Decentralized Web
#5029 0.000003 Crypto Investing
#7144 0.000003 IDEO Founder Collective
#7350 0.000003 Crypto Infrastructure
#9294 0.000003 Crypto VC

system

#5563 0.000032 Baseline
#8364 0.000055 Reality-Based Community

Informal Community

#4332 0.000028 Founders

Venture Capital

#262 0.000005 Standard Crypto
#351 0.000005 Founders Fund
#802 0.000005 Accel
#1207 0.000005 Sequioa
#1767 0.000005 Y Combinator
#1865 0.000003 Bessemer
#2293 0.000003 Index Ventures
#2357 0.000003 My Climate Journey
#2549 0.000003 Sutter Hill Ventures
#2971 0.000003 Benchmark Capital
#3367 0.000003 Homebrew
#3932 0.000003 Village Global
#4350 0.000003 Initialized Capital
#4874 0.000021 A16Z
#5317 0.000003 Khosla Ventures

Software Engineering

#405 0.000005 Rust
#1231 0.000003 Zig

Automatically Detected Communities