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?

ashley williams

ashley williams

@ag_dubs

a mess like this is easily five to ten years ahead of its time.

20844 followers

Lens Rankings

Software Engineering

#21 0.010389 Rust
#132 0.001016 Zig

Crypto

#677 0.000162 Crypto Infrastructure
#1178 0.000052 Cosmos
#2395 0.000017 Decentralized Web
#3088 0.000001 Non-Fungible Tokens (NFTs)
#3185 0.000001 Crypto Political Economy
#3255 0.000001 Polkadot
#3529 0.000002 Public Goods Funding
#4380 0.000001 Decentralized Autonomous Organizations (DAOs)
#5309 0.000001 Crypto Angels
#5328 0.000001 Crypto Journalists
#6115 0.000001 Ethereum
#6545 0.000001 Decentralized Finance (DeFi)
#8970 0.000001 Crypto Investing

Venture Capital

#1589 0.000121 Homebrew
#3064 0.000001 Standard Crypto
#3107 0.000001 Founders Fund
#3533 0.000001 Accel
#3907 0.000001 Sequioa
#4359 0.000001 Y Combinator
#4792 0.000001 Bessemer
#5110 0.000001 My Climate Journey
#5326 0.000001 Index Ventures
#5328 0.000001 Sutter Hill Ventures
#5697 0.000001 Benchmark Capital
#6762 0.000001 Village Global
#7042 0.000001 Initialized Capital
#7843 0.000001 Khosla Ventures

Journalism

#2381 0.000046 Ars Technica
#3392 0.000001 The Information
#3905 0.000001 Stat News
#4105 0.000001 OANN
#4123 0.000001 Newsmax
#4218 0.000001 The Verge
#4834 0.000001 The Economist
#5174 0.000016 Wall Street Journal
#5410 0.000001 The Daily Beast
#5432 0.000001 CNBC
#6223 0.000001 Wired
#6537 0.000001 The Intercept
#6690 0.000001 Financial Times
#7211 0.000001 BuzzFeed
#7673 0.000001 Palladium Magazine
#7827 0.000001 The Los Angeles Times
#8690 0.000001 VICE

Culture and Political Economy

#3043 0.000001 Schumacher Circle
#3089 0.000001 Fair Vote
#3192 0.000001 Electronic Privacy Information Center (EPIC)
#3226 0.000001 Extinction Rebellion
#3266 0.000001 Existential Risks
#3290 0.000001 Claremont Institute
#3295 0.000001 Ecosocialism
#3343 0.000001 Sierra Clib
#3573 0.000001 350.org
#3682 0.000028 EFF
#3750 0.000001 Environmental Defense Fund
#4638 0.000001 Environmental Journalists
#5130 0.000001 Bismark Analysis
#5570 0.000001 Climate Solutions
#5696 0.000001 Social Epistemology
#5752 0.000001 RadicalxChange
#5874 0.000001 Heterodox Academy
#6051 0.000001 Populist Libertarians
#6232 0.000001 Works in Progress
#6692 0.000001 Effective Altruism
#6710 0.000001 Black Lives Matter
#8424 0.000001 Anarachists
#9096 0.000001 Moderate Conservatism
#9386 0.000001 Foundation for Individual Rights in Education (FIRE)
#9853 0.000001 Progress Studies

Think Tanks

#1864 0.000020 Adam Smith Institute
#3467 0.000001 RAND Corporation
#3522 0.000001 Belfer Center
#3708 0.000001 Urban Institute
#3933 0.000001 Heritage Foundation
#4060 0.000021 Hoover Institution
#4352 0.000001 Cato Institute
#5332 0.000001 Atlantic Council
#5611 0.000001 Asia Society Policy Institute
#6414 0.000001 Berggruen Institute
#7464 0.000001 Earth Institute
#8185 0.000001 Columbia SIPA Center for Energy Policy

Science

#3603 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#4014 0.000001 Philosophy Twitter
#5667 0.000001 Epidimiology Twitter
#7325 0.000001 Epidemiology Journalism

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