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?

Benjamin Dreyer

Benjamin Dreyer

@BCDreyer

Lens Rankings

Science

#90 0.001456 Epidemiology Journalism
#454 0.000250 Biotech
#779 0.000005 Intergovernmental Panel on Climate Change (IPCC)
#1089 0.000005 Philosophy Twitter
#2795 0.000005 Epidimiology Twitter
#7695 0.000005 EconTwitter
#8465 0.000005 ClimateTwitter

Journalism

#140 0.001193 The Information
#216 0.000579 Recode
#268 0.000618 The Los Angeles Times
#384 0.000315 The Atlantic
#424 0.000277 New Yorker
#445 0.000288 The Daily Beast
#549 0.000344 The New York Times
#556 0.000295 The Verge
#630 0.000155 The New York Post
#727 0.000138 Washington Post
#922 0.000004 Newsmax
#941 0.000004 OANN
#1125 0.000005 Stat News
#1145 0.000121 The Dispatch
#1265 0.000089 Ars Technica
#1324 0.000110 The Intercept
#1328 0.000120 Wired
#1575 0.000018 Techcrunch
#1602 0.000013 Reuters
#1889 0.000071 Bloomberg Opinion
#2061 0.000005 The Economist
#2620 0.000005 CNBC
#3950 0.000005 Financial Times
#4419 0.000004 Palladium Magazine
#4575 0.000005 BuzzFeed
#4609 0.000004 Foreign Policy
#5965 0.000005 VICE
#7294 0.000007 Wall Street Journal

Venture Capital

#194 0.000005 Standard Crypto
#214 0.000691 Benchmark Capital
#291 0.000005 Founders Fund
#573 0.000316 Homebrew
#741 0.000005 Accel
#1136 0.000005 Sequioa
#1706 0.000005 Y Combinator
#1747 0.000004 Bessemer
#2097 0.000004 Index Ventures
#2252 0.000004 My Climate Journey
#2444 0.000004 Sutter Hill Ventures
#3358 0.000007 Village Global
#4268 0.000004 Initialized Capital
#4913 0.000004 Khosla Ventures

Think Tanks

#286 0.000172 Eurasia Group
#400 0.000299 Council on Foreign Relations
#403 0.000327 Brookings
#627 0.000297 Earth Institute
#652 0.000005 RAND Corporation
#709 0.000005 Belfer Center
#790 0.000169 Peterson Institute for International Economics
#910 0.000126 Columbia SIPA Center for Energy Policy
#916 0.000005 Urban Institute
#1114 0.000005 Heritage Foundation
#1312 0.000119 Center for American Progress
#1352 0.000051 Hudson Institute
#1481 0.000004 Asia Society Policy Institute
#1578 0.000005 Cato Institute
#1631 0.000024 Berggruen Institute
#2640 0.000005 Atlantic Council
#4300 0.000029 American Enterprise Institute
#4300 0.000029 National Bureau of Economic Research
#4609 0.000004 Niskanen Center
#4959 0.000004 Adam Smith Institute
#6106 0.000008 Hoover Institution
#9636 0.000004 Mercatus Center

Culture and Political Economy

#152 0.000005 Schumacher Circle
#202 0.000005 Fair Vote
#336 0.000005 Electronic Privacy Information Center (EPIC)
#352 0.000005 Extinction Rebellion
#389 0.000005 Existential Risks
#463 0.000005 Claremont Institute
#483 0.000005 Ecosocialism
#503 0.000005 Sierra Clib
#531 0.000210 EFF
#549 0.000210 Ecomodernists
#621 0.000119 Harper's Open Letter
#721 0.000005 350.org
#808 0.000152 Arnold Kling's Fantasy Intellectual Teams
#870 0.000179 Moderate Conservatism
#911 0.000005 Environmental Defense Fund
#1014 0.000158 Heterodox Academy
#1413 0.000078 Persuasion Community
#1667 0.000060 Foundation for Individual Rights in Education (FIRE)
#1699 0.000064 The Long Now Foundation
#1752 0.000004 Environmental Journalists
#1923 0.000004 Climate Solutions
#2218 0.000004 Bismark Analysis
#2676 0.000025 Social Epistemology
#2684 0.000011 Anarachists
#2762 0.000004 RadicalxChange
#2926 0.000004 Populist Libertarians
#3128 0.000030 Foundation Against Intolerance and Racism
#3516 0.000004 Works in Progress
#3953 0.000004 Effective Altruism
#3953 0.000004 Black Lives Matter
#6166 0.000004 Progress Studies
#6348 0.000004 Degrowth
#6574 0.000005 Rationality

system

#4089 0.000100 Baseline
#8373 0.000055 Reality-Based Community

Informal Community

#2227 0.000061 Founders

Crypto

#199 0.000005 Non-Fungible Tokens (NFTs)
#366 0.000005 Crypto Political Economy
#397 0.000005 Polkadot
#1308 0.000004 Decentralized Autonomous Organizations (DAOs)
#2331 0.000004 Crypto Angels
#2507 0.000004 Crypto Journalists
#2537 0.000004 Cosmos
#2553 0.000004 Public Goods Funding
#3004 0.000004 Decentralized Finance (DeFi)
#3611 0.000004 Ethereum
#3874 0.000004 Decentralized Web
#4649 0.000004 Crypto Investing
#6663 0.000004 IDEO Founder Collective
#6750 0.000004 Crypto Infrastructure
#8211 0.000004 Crypto VC

Software Engineering

#334 0.000005 Rust
#1095 0.000004 Zig

Automatically Detected Communities