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?

Apoorva Mandavilli

Apoorva Mandavilli

@apoorva_nyc

Lens Rankings

Science

#5 0.006897 Epidemiology Journalism
#24 0.006308 Epidimiology Twitter
#81 0.001065 Biotech
#728 0.000006 Intergovernmental Panel on Climate Change (IPCC)
#1036 0.000006 Philosophy Twitter
#1554 0.000117 ClimateTwitter
#3831 0.000021 EconTwitter

Think Tanks

#117 0.002839 Belfer Center
#121 0.000756 Council on Foreign Relations
#139 0.000928 Earth Institute
#602 0.000006 RAND Corporation
#870 0.000006 Urban Institute
#1027 0.000153 Center for American Progress
#1061 0.000006 Heritage Foundation
#1091 0.000148 Mercatus Center
#1254 0.000121 American Enterprise Institute
#1254 0.000121 National Bureau of Economic Research
#1394 0.000080 Columbia SIPA Center for Energy Policy
#1441 0.000004 Asia Society Policy Institute
#1518 0.000006 Cato Institute
#2289 0.000013 Adam Smith Institute
#2566 0.000006 Atlantic Council
#2747 0.000050 Brookings
#2999 0.000010 Niskanen Center
#3247 0.000004 Berggruen Institute
#4875 0.000004 Eurasia Group
#5151 0.000004 Hudson Institute
#5491 0.000012 Hoover Institution
#6736 0.000004 Peterson Institute for International Economics

Journalism

#80 0.001294 The New York Times
#109 0.001551 BuzzFeed
#136 0.001153 Stat News
#224 0.000476 The Atlantic
#246 0.000637 Wall Street Journal
#315 0.000599 Wired
#562 0.000006 The Information
#677 0.000202 Recode
#722 0.000118 CNBC
#900 0.000004 Newsmax
#916 0.000004 OANN
#917 0.000139 VICE
#1312 0.000041 The Verge
#1341 0.000108 The Intercept
#1389 0.000081 Ars Technica
#1556 0.000084 The Los Angeles Times
#1663 0.000012 Reuters
#1984 0.000068 Bloomberg Opinion
#2004 0.000006 The Economist
#2058 0.000009 Techcrunch
#2214 0.000054 New Yorker
#2728 0.000006 The Daily Beast
#2999 0.000010 Foreign Policy
#3001 0.000020 Washington Post
#3859 0.000006 Financial Times
#4324 0.000004 Palladium Magazine
#5694 0.000008 The New York Post
#7145 0.000004 The Dispatch

Culture and Political Economy

#99 0.000006 Schumacher Circle
#149 0.000006 Fair Vote
#284 0.000006 Electronic Privacy Information Center (EPIC)
#300 0.000443 Works in Progress
#300 0.000006 Extinction Rebellion
#337 0.000006 Existential Risks
#410 0.000006 Claremont Institute
#431 0.000006 Ecosocialism
#453 0.000006 Sierra Clib
#669 0.000006 350.org
#862 0.000006 Environmental Defense Fund
#903 0.000174 Progress Studies
#988 0.000123 Ecomodernists
#1202 0.000108 Arnold Kling's Fantasy Intellectual Teams
#1472 0.000090 EFF
#1538 0.000048 Populist Libertarians
#1736 0.000004 Environmental Journalists
#1758 0.000059 Persuasion Community
#1892 0.000004 Climate Solutions
#1898 0.000042 Harper's Open Letter
#1997 0.000048 Foundation for Individual Rights in Education (FIRE)
#2005 0.000046 Heterodox Academy
#2181 0.000004 Bismark Analysis
#2306 0.000043 The Long Now Foundation
#2361 0.000046 Foundation Against Intolerance and Racism
#2733 0.000004 RadicalxChange
#3230 0.000004 Social Epistemology
#3826 0.000004 Anarachists
#3925 0.000004 Effective Altruism
#3935 0.000004 Black Lives Matter
#6081 0.000006 Rationality
#6191 0.000004 Moderate Conservatism
#6239 0.000004 Degrowth

system

#39 0.000289 Reality-Based Community
#63 0.000390 Baseline
#3905 0.000034 Think Tanks

Venture Capital

#142 0.000006 Standard Crypto
#244 0.000006 Founders Fund
#548 0.000327 Homebrew
#694 0.000006 Accel
#1093 0.000006 Sequioa
#1653 0.000006 Y Combinator
#1729 0.000004 Bessemer
#2022 0.000004 Index Ventures
#2235 0.000004 My Climate Journey
#2428 0.000004 Sutter Hill Ventures
#2861 0.000004 Benchmark Capital
#3659 0.000004 Village Global
#4258 0.000004 Initialized Capital
#4862 0.000004 Khosla Ventures
#6006 0.000014 A16Z

Informal Community

#588 0.000202 Founders

Crypto

#146 0.000006 Non-Fungible Tokens (NFTs)
#316 0.000006 Crypto Political Economy
#345 0.000006 Polkadot
#696 0.000201 Crypto Journalists
#1287 0.000004 Decentralized Autonomous Organizations (DAOs)
#2313 0.000004 Crypto Angels
#2487 0.000004 Public Goods Funding
#2523 0.000004 Cosmos
#2942 0.000004 Decentralized Finance (DeFi)
#3509 0.000004 Ethereum
#3791 0.000004 Decentralized Web
#4569 0.000004 Crypto Investing
#4702 0.000011 Crypto Infrastructure
#6105 0.000008 Crypto VC
#6563 0.000004 IDEO Founder Collective

Software Engineering

#282 0.000006 Rust
#1075 0.000004 Zig

Automatically Detected Communities