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?

Ava DuVernay

Ava DuVernay

@ava

Lens Rankings

Culture and Political Economy

#18 0.003537 Black Lives Matter
#31 0.002843 Climate Solutions
#365 0.000366 350.org
#437 0.000003 Schumacher Circle
#486 0.000003 Fair Vote
#617 0.000003 Electronic Privacy Information Center (EPIC)
#635 0.000003 Extinction Rebellion
#673 0.000003 Existential Risks
#720 0.000081 Environmental Defense Fund
#737 0.000003 Claremont Institute
#755 0.000003 Ecosocialism
#782 0.000003 Sierra Clib
#1154 0.000118 Foundation Against Intolerance and Racism
#1787 0.000059 Heterodox Academy
#2092 0.000002 Environmental Journalists
#2461 0.000029 Harper's Open Letter
#2644 0.000002 Bismark Analysis
#3133 0.000002 RadicalxChange
#3442 0.000002 Populist Libertarians
#3481 0.000002 Social Epistemology
#3830 0.000017 The Long Now Foundation
#3859 0.000002 Works in Progress
#4274 0.000002 Effective Altruism
#4994 0.000002 EFF
#5229 0.000002 Anarachists
#5509 0.000020 Arnold Kling's Fantasy Intellectual Teams
#5538 0.000006 Progress Studies
#6879 0.000002 Moderate Conservatism
#6963 0.000002 Foundation for Individual Rights in Education (FIRE)
#7357 0.000002 Degrowth
#7571 0.000002 Rationality
#8941 0.000004 Persuasion Community

Venture Capital

#65 0.001358 A16Z
#473 0.000003 Standard Crypto
#553 0.000003 Founders Fund
#1005 0.000003 Accel
#1422 0.000003 Sequioa
#1948 0.000003 Y Combinator
#2128 0.000002 Bessemer
#2588 0.000002 My Climate Journey
#2657 0.000002 Index Ventures
#2792 0.000002 Sutter Hill Ventures
#3199 0.000002 Benchmark Capital
#3554 0.000002 Homebrew
#3977 0.000011 Khosla Ventures
#4298 0.000002 Village Global
#4542 0.000002 Initialized Capital

Think Tanks

#809 0.000190 Center for American Progress
#922 0.000003 RAND Corporation
#981 0.000003 Belfer Center
#1180 0.000003 Urban Institute
#1369 0.000097 Peterson Institute for International Economics
#1392 0.000003 Heritage Foundation
#1876 0.000003 Cato Institute
#2010 0.000002 Asia Society Policy Institute
#2239 0.000026 Eurasia Group
#2926 0.000003 Atlantic Council
#3454 0.000005 Earth Institute
#3671 0.000036 American Enterprise Institute
#3671 0.000036 National Bureau of Economic Research
#3925 0.000002 Berggruen Institute
#4607 0.000026 Brookings
#5869 0.000002 Columbia SIPA Center for Energy Policy
#6362 0.000002 Niskanen Center
#6740 0.000002 Hudson Institute
#7940 0.000002 Adam Smith Institute
#8308 0.000011 Council on Foreign Relations
#8975 0.000002 Hoover Institution

Informal Community

#803 0.000159 Founders

Journalism

#871 0.000003 The Information
#1127 0.000103 BuzzFeed
#1148 0.000108 New Yorker
#1351 0.000002 Newsmax
#1358 0.000002 OANN
#1412 0.000003 Stat News
#1514 0.000088 The Atlantic
#1797 0.000003 The Verge
#1835 0.000091 The New York Times
#1862 0.000040 Washington Post
#2366 0.000003 The Economist
#2979 0.000003 CNBC
#3135 0.000003 The Daily Beast
#3446 0.000004 Reuters
#3756 0.000021 The Intercept
#4048 0.000003 Wired
#4146 0.000023 Recode
#4252 0.000003 Financial Times
#4455 0.000003 Techcrunch
#4680 0.000015 The Dispatch
#4703 0.000008 The Los Angeles Times
#5347 0.000002 Palladium Magazine
#5471 0.000008 The New York Post
#6362 0.000002 Foreign Policy
#6447 0.000003 VICE
#8629 0.000003 Wall Street Journal

Crypto

#484 0.000003 Non-Fungible Tokens (NFTs)
#636 0.000003 Crypto Political Economy
#680 0.000003 Polkadot
#1693 0.000002 Decentralized Autonomous Organizations (DAOs)
#1757 0.000063 IDEO Founder Collective
#2692 0.000002 Crypto Angels
#2822 0.000002 Crypto Journalists
#2869 0.000002 Cosmos
#3346 0.000002 Public Goods Funding
#3550 0.000002 Decentralized Finance (DeFi)
#4636 0.000002 Ethereum
#5046 0.000002 Decentralized Web
#5633 0.000002 Crypto Investing
#5887 0.000009 Crypto VC
#8105 0.000002 Crypto Infrastructure

system

#5794 0.000029 Baseline

Science

#1052 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1397 0.000003 Philosophy Twitter
#3217 0.000003 Epidimiology Twitter
#4948 0.000002 Epidemiology Journalism
#8071 0.000002 Biotech
#8376 0.000006 ClimateTwitter
#9505 0.000003 EconTwitter

Software Engineering

#618 0.000003 Rust
#1520 0.000002 Zig

Automatically Detected Communities