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?

Raoul Pal

Raoul Pal

@RaoulGMI

Lens Rankings

Crypto

#122 0.001077 Crypto VC
#252 0.000534 Decentralized Web
#288 0.000496 Crypto Journalists
#582 0.000160 Decentralized Autonomous Organizations (DAOs)
#726 0.000138 Crypto Investing
#1154 0.000069 Crypto Angels
#1291 0.000042 Decentralized Finance (DeFi)
#2258 0.000046 IDEO Founder Collective
#3211 0.000001 Non-Fungible Tokens (NFTs)
#3307 0.000001 Crypto Political Economy
#3378 0.000001 Polkadot
#3921 0.000015 Crypto Infrastructure
#4122 0.000003 Ethereum
#5148 0.000001 Cosmos
#6070 0.000001 Public Goods Funding

Journalism

#442 0.000264 Bloomberg Opinion
#677 0.000128 CNBC
#3512 0.000001 The Information
#3871 0.000001 OANN
#3890 0.000001 Newsmax
#4026 0.000001 Stat News
#4336 0.000001 The Verge
#4948 0.000001 The Economist
#5522 0.000001 The Daily Beast
#6324 0.000001 Wired
#6343 0.000001 The Intercept
#6801 0.000001 Financial Times
#7315 0.000001 BuzzFeed
#7471 0.000001 Palladium Magazine
#7934 0.000001 The Los Angeles Times
#8792 0.000001 VICE
#9349 0.000003 The New York Post

Culture and Political Economy

#687 0.000262 Climate Solutions
#3166 0.000001 Schumacher Circle
#3212 0.000001 Fair Vote
#3314 0.000001 Electronic Privacy Information Center (EPIC)
#3349 0.000001 Extinction Rebellion
#3389 0.000001 Existential Risks
#3407 0.000001 Claremont Institute
#3416 0.000001 Ecosocialism
#3464 0.000001 Sierra Clib
#3695 0.000001 350.org
#3871 0.000001 Environmental Defense Fund
#4411 0.000001 Environmental Journalists
#4760 0.000011 The Long Now Foundation
#4914 0.000001 Bismark Analysis
#5484 0.000001 Social Epistemology
#5534 0.000001 RadicalxChange
#5655 0.000001 Heterodox Academy
#5829 0.000001 Populist Libertarians
#6029 0.000001 Works in Progress
#6476 0.000001 Effective Altruism
#6502 0.000001 Black Lives Matter
#7134 0.000001 EFF
#8226 0.000001 Anarachists
#8917 0.000001 Moderate Conservatism
#9186 0.000001 Foundation for Individual Rights in Education (FIRE)
#9510 0.000009 Arnold Kling's Fantasy Intellectual Teams
#9675 0.000001 Progress Studies

Venture Capital

#3187 0.000001 Standard Crypto
#3228 0.000001 Founders Fund
#3652 0.000001 Accel
#4025 0.000001 Sequioa
#4454 0.000002 Initialized Capital
#4473 0.000001 Y Combinator
#4561 0.000001 Bessemer
#4884 0.000001 My Climate Journey
#5092 0.000001 Index Ventures
#5102 0.000001 Sutter Hill Ventures
#5341 0.000017 A16Z
#5467 0.000001 Benchmark Capital
#5660 0.000001 Homebrew
#6548 0.000001 Village Global
#7638 0.000001 Khosla Ventures

Think Tanks

#3589 0.000001 RAND Corporation
#3643 0.000001 Belfer Center
#3828 0.000001 Urban Institute
#4049 0.000001 Heritage Foundation
#4470 0.000001 Cato Institute
#4987 0.000014 Columbia SIPA Center for Energy Policy
#5335 0.000001 Asia Society Policy Institute
#5445 0.000001 Atlantic Council
#5556 0.000014 Mercatus Center
#6197 0.000001 Berggruen Institute
#7249 0.000001 Earth Institute

Science

#3725 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#4134 0.000001 Philosophy Twitter
#5781 0.000001 Epidimiology Twitter
#7129 0.000001 Epidemiology Journalism
#9876 0.000001 Biotech

Software Engineering

#3312 0.000001 Rust
#4033 0.000001 Zig

Automatically Detected Communities