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?

Elizabeth Picciuto

Elizabeth Picciuto

@epicciuto

Lens Rankings

Journalism

#399 0.000334 The Daily Beast
#549 0.000281 Foreign Policy
#1171 0.000120 The Dispatch
#1632 0.000067 BuzzFeed
#2106 0.000053 Ars Technica
#2488 0.000001 OANN
#2493 0.000001 Newsmax
#2800 0.000001 The Information
#3314 0.000001 Stat News
#3526 0.000035 The Atlantic
#3573 0.000008 Palladium Magazine
#3638 0.000001 The Verge
#3866 0.000016 The Los Angeles Times
#4022 0.000013 The New York Post
#4247 0.000001 The Economist
#4850 0.000001 CNBC
#5239 0.000001 The Intercept
#5345 0.000019 New Yorker
#5690 0.000001 Wired
#6118 0.000001 Financial Times
#6352 0.000002 Techcrunch
#8145 0.000001 VICE
#8308 0.000013 Bloomberg Opinion
#8809 0.000001 Reuters
#8929 0.000008 The New York Times
#9552 0.000001 Recode

Think Tanks

#543 0.000231 Columbia SIPA Center for Energy Policy
#549 0.000281 Niskanen Center
#2039 0.000029 Eurasia Group
#2871 0.000001 RAND Corporation
#2925 0.000001 Belfer Center
#3114 0.000001 Urban Institute
#3339 0.000001 Heritage Foundation
#3381 0.000039 Brookings
#3553 0.000037 American Enterprise Institute
#3553 0.000037 National Bureau of Economic Research
#3570 0.000001 Asia Society Policy Institute
#3775 0.000001 Cato Institute
#4286 0.000027 Center for American Progress
#4592 0.000020 Mercatus Center
#4765 0.000001 Atlantic Council
#4956 0.000001 Berggruen Institute
#5927 0.000001 Earth Institute
#7487 0.000002 Peterson Institute for International Economics
#8598 0.000001 Hudson Institute
#9613 0.000009 Council on Foreign Relations

Science

#685 0.000237 Epidemiology Journalism
#3004 0.000001 Intergovernmental Panel on Climate Change (IPCC)
#3415 0.000001 Philosophy Twitter
#3580 0.000024 Biotech
#5092 0.000001 Epidimiology Twitter

Crypto

#514 0.000187 Decentralized Autonomous Organizations (DAOs)
#2482 0.000001 Non-Fungible Tokens (NFTs)
#2584 0.000001 Crypto Political Economy
#2590 0.000014 Decentralized Web
#2654 0.000001 Polkadot
#3753 0.000001 Crypto Angels
#3820 0.000001 Crypto Journalists
#3866 0.000001 Cosmos
#4743 0.000001 Public Goods Funding
#4851 0.000001 Decentralized Finance (DeFi)
#6403 0.000001 Ethereum
#7254 0.000001 Crypto Investing
#7470 0.000003 Crypto Infrastructure
#9025 0.000001 IDEO Founder Collective

Culture and Political Economy

#1237 0.000087 Foundation for Individual Rights in Education (FIRE)
#1822 0.000067 Moderate Conservatism
#1999 0.000033 Effective Altruism
#2256 0.000017 Anarachists
#2436 0.000001 Schumacher Circle
#2483 0.000001 Fair Vote
#2590 0.000001 Electronic Privacy Information Center (EPIC)
#2621 0.000001 Extinction Rebellion
#2660 0.000001 Existential Risks
#2693 0.000001 Claremont Institute
#2695 0.000001 Ecosocialism
#2740 0.000001 Sierra Clib
#2970 0.000001 350.org
#2981 0.000038 Ecomodernists
#3103 0.000001 Environmental Journalists
#3146 0.000040 Arnold Kling's Fantasy Intellectual Teams
#3148 0.000001 Environmental Defense Fund
#3554 0.000024 Progress Studies
#3627 0.000001 Bismark Analysis
#3725 0.000001 Climate Solutions
#3871 0.000026 EFF
#4195 0.000001 RadicalxChange
#4301 0.000001 Social Epistemology
#4395 0.000001 Heterodox Academy
#4501 0.000001 Populist Libertarians
#4771 0.000012 Harper's Open Letter
#4796 0.000001 Works in Progress
#5264 0.000001 Black Lives Matter
#7881 0.000005 Foundation Against Intolerance and Racism
#7970 0.000001 Degrowth
#8331 0.000001 Rationality

system

#5378 0.000034 Baseline

Venture Capital

#2460 0.000001 Standard Crypto
#2505 0.000001 Founders Fund
#2941 0.000001 Accel
#2983 0.000015 Village Global
#3198 0.000001 Bessemer
#3317 0.000001 Sequioa
#3583 0.000001 My Climate Journey
#3741 0.000001 Index Ventures
#3788 0.000001 Y Combinator
#3806 0.000001 Sutter Hill Ventures
#4187 0.000001 Benchmark Capital
#4288 0.000008 Khosla Ventures
#4441 0.000001 Homebrew
#5529 0.000001 Initialized Capital

Software Engineering

#2593 0.000001 Rust
#2653 0.000001 Zig

Automatically Detected Communities