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?

Jeff VanderMeer

Jeff VanderMeer

@jeffvandermeer

Lens Rankings

Culture and Political Economy

#214 0.000725 Environmental Journalists
#257 0.000514 Moderate Conservatism
#1414 0.000092 EFF
#1455 0.000002 Schumacher Circle
#1502 0.000002 Fair Vote
#1616 0.000002 Electronic Privacy Information Center (EPIC)
#1643 0.000002 Extinction Rebellion
#1686 0.000002 Existential Risks
#1727 0.000002 Claremont Institute
#1739 0.000002 Ecosocialism
#1768 0.000002 Sierra Clib
#1991 0.000002 350.org
#2179 0.000002 Environmental Defense Fund
#3522 0.000001 Bismark Analysis
#3585 0.000001 Climate Solutions
#4051 0.000001 RadicalxChange
#4212 0.000001 Social Epistemology
#4280 0.000001 Heterodox Academy
#4382 0.000001 Populist Libertarians
#4692 0.000001 Works in Progress
#5127 0.000001 Effective Altruism
#5158 0.000001 Black Lives Matter
#6734 0.000001 Anarachists
#7362 0.000002 Degrowth
#7789 0.000005 Persuasion Community
#7948 0.000001 Foundation for Individual Rights in Education (FIRE)
#8161 0.000001 Rationality
#8418 0.000001 Progress Studies
#9567 0.000003 Ecomodernists
#9799 0.000002 The Long Now Foundation

Journalism

#724 0.000175 The Atlantic
#897 0.000206 The New York Times
#1626 0.000088 Wired
#1845 0.000002 The Information
#2006 0.000050 BuzzFeed
#2365 0.000001 OANN
#2370 0.000001 Newsmax
#2376 0.000002 Stat News
#2403 0.000049 New Yorker
#2440 0.000007 Techcrunch
#2713 0.000002 The Verge
#3330 0.000002 The Economist
#3762 0.000007 Palladium Magazine
#3901 0.000026 Ars Technica
#3931 0.000002 CNBC
#4013 0.000002 The Daily Beast
#4212 0.000023 Recode
#5144 0.000001 The Intercept
#5214 0.000002 Financial Times
#5797 0.000008 The Dispatch
#6366 0.000006 The New York Post
#6450 0.000002 The Los Angeles Times
#6557 0.000002 Foreign Policy
#7024 0.000002 Reuters
#7332 0.000002 VICE
#9681 0.000002 Wall Street Journal

Science

#1051 0.000169 ClimateTwitter
#2038 0.000002 Intergovernmental Panel on Climate Change (IPCC)
#2434 0.000002 Philosophy Twitter
#4204 0.000002 Epidimiology Twitter
#5883 0.000001 Epidemiology Journalism
#8722 0.000001 Biotech

Crypto

#1426 0.000080 IDEO Founder Collective
#1501 0.000002 Non-Fungible Tokens (NFTs)
#1617 0.000002 Crypto Political Economy
#1681 0.000002 Polkadot
#2667 0.000001 Decentralized Autonomous Organizations (DAOs)
#3636 0.000001 Crypto Angels
#3714 0.000001 Crypto Journalists
#3752 0.000001 Cosmos
#4622 0.000001 Public Goods Funding
#4711 0.000001 Decentralized Finance (DeFi)
#6219 0.000001 Ethereum
#6500 0.000001 Decentralized Web
#7116 0.000001 Crypto Investing
#9546 0.000001 Crypto Infrastructure

Think Tanks

#1911 0.000002 RAND Corporation
#1967 0.000002 Belfer Center
#2048 0.000075 Earth Institute
#2162 0.000002 Urban Institute
#2391 0.000002 Heritage Foundation
#2842 0.000002 Cato Institute
#3420 0.000001 Asia Society Policy Institute
#3866 0.000002 Atlantic Council
#4858 0.000001 Berggruen Institute
#6557 0.000002 Niskanen Center
#6673 0.000001 Columbia SIPA Center for Energy Policy
#8285 0.000001 Eurasia Group
#8433 0.000001 Hudson Institute
#8725 0.000001 Peterson Institute for International Economics

system

#5395 0.000034 Baseline
#9462 0.000025 Reality-Based Community

Informal Community

#9280 0.000011 Founders

Venture Capital

#1482 0.000002 Standard Crypto
#1542 0.000002 Founders Fund
#1979 0.000002 Accel
#2373 0.000002 Sequioa
#2862 0.000002 Y Combinator
#3087 0.000001 Bessemer
#3476 0.000001 My Climate Journey
#3626 0.000001 Index Ventures
#3698 0.000001 Sutter Hill Ventures
#4086 0.000001 Benchmark Capital
#4351 0.000001 Homebrew
#5234 0.000001 Village Global
#5428 0.000001 Initialized Capital
#6483 0.000001 Khosla Ventures

Software Engineering

#1622 0.000002 Rust
#2533 0.000001 Zig

Automatically Detected Communities