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?

𝗰𝗮𝗹𝗲𝗯 𝗵𝗲𝗮𝗿𝗼𝗻

𝗰𝗮𝗹𝗲𝗯 𝗵𝗲𝗮𝗿𝗼𝗻

@calebsaysthings

Lens Rankings

Venture Capital

#184 0.000789 Village Global
#463 0.000003 Standard Crypto
#543 0.000003 Founders Fund
#995 0.000003 Accel
#1414 0.000003 Sequioa
#1940 0.000003 Y Combinator
#2087 0.000002 Bessemer
#2551 0.000002 My Climate Journey
#2615 0.000002 Index Ventures
#2754 0.000002 Sutter Hill Ventures
#3166 0.000002 Benchmark Capital
#3525 0.000002 Homebrew
#4514 0.000002 Initialized Capital
#5107 0.000019 A16Z
#5695 0.000002 Khosla Ventures

Journalism

#449 0.000336 The Intercept
#450 0.000264 New Yorker
#862 0.000003 The Information
#1138 0.000119 The Atlantic
#1216 0.000102 VICE
#1302 0.000139 The New York Times
#1307 0.000002 Newsmax
#1316 0.000002 OANN
#1370 0.000029 The Verge
#1406 0.000003 Stat News
#1542 0.000072 BuzzFeed
#1576 0.000061 The New York Post
#2293 0.000057 Recode
#2356 0.000003 The Economist
#2736 0.000044 The Dispatch
#2970 0.000003 CNBC
#3130 0.000003 The Daily Beast
#4042 0.000003 Wired
#4067 0.000003 Reuters
#4246 0.000003 Financial Times
#4419 0.000003 Techcrunch
#4520 0.000004 Foreign Policy
#4721 0.000003 Palladium Magazine
#5492 0.000003 The Los Angeles Times
#7762 0.000003 Washington Post
#8621 0.000003 Wall Street Journal
#9096 0.000006 Ars Technica

Think Tanks

#913 0.000003 RAND Corporation
#972 0.000003 Belfer Center
#1172 0.000003 Urban Institute
#1383 0.000003 Heritage Foundation
#1674 0.000091 Center for American Progress
#1867 0.000003 Cato Institute
#2057 0.000002 Asia Society Policy Institute
#2367 0.000052 Council on Foreign Relations
#2710 0.000038 Columbia SIPA Center for Energy Policy
#2918 0.000003 Atlantic Council
#3885 0.000002 Berggruen Institute
#4510 0.000002 Earth Institute
#4520 0.000004 Niskanen Center
#4858 0.000005 Hudson Institute
#6343 0.000002 Eurasia Group
#7525 0.000002 Peterson Institute for International Economics
#7723 0.000002 Adam Smith Institute
#8864 0.000002 Hoover Institution

Culture and Political Economy

#427 0.000003 Schumacher Circle
#476 0.000003 Fair Vote
#607 0.000003 Electronic Privacy Information Center (EPIC)
#625 0.000003 Extinction Rebellion
#663 0.000003 Existential Risks
#727 0.000003 Claremont Institute
#745 0.000003 Ecosocialism
#772 0.000003 Sierra Clib
#989 0.000003 350.org
#1177 0.000003 Environmental Defense Fund
#1751 0.000073 Social Epistemology
#1933 0.000029 Populist Libertarians
#2056 0.000002 Environmental Journalists
#2120 0.000005 Bismark Analysis
#2402 0.000002 Climate Solutions
#2596 0.000035 Foundation for Individual Rights in Education (FIRE)
#2614 0.000033 Rationality
#3092 0.000002 RadicalxChange
#3377 0.000002 Heterodox Academy
#3830 0.000002 Works in Progress
#4240 0.000002 Effective Altruism
#4260 0.000002 Black Lives Matter
#4957 0.000002 EFF
#5159 0.000002 Anarachists
#5490 0.000007 Degrowth
#6837 0.000002 Moderate Conservatism
#7329 0.000002 Progress Studies
#8136 0.000006 Ecomodernists
#8704 0.000011 Arnold Kling's Fantasy Intellectual Teams
#9145 0.000004 Persuasion Community
#9568 0.000002 The Long Now Foundation

Crypto

#474 0.000003 Non-Fungible Tokens (NFTs)
#626 0.000003 Crypto Political Economy
#670 0.000003 Polkadot
#1650 0.000002 Decentralized Autonomous Organizations (DAOs)
#1792 0.000062 IDEO Founder Collective
#2650 0.000002 Crypto Angels
#2787 0.000002 Crypto Journalists
#2831 0.000002 Cosmos
#3262 0.000002 Public Goods Funding
#3492 0.000002 Decentralized Finance (DeFi)
#4558 0.000002 Ethereum
#4979 0.000002 Decentralized Web
#5553 0.000002 Crypto Investing
#8023 0.000002 Crypto Infrastructure

system

#4740 0.000049 Baseline
#9332 0.000026 Reality-Based Community

Science

#1043 0.000003 Intergovernmental Panel on Climate Change (IPCC)
#1386 0.000003 Philosophy Twitter
#3206 0.000003 Epidimiology Twitter
#3855 0.000007 Epidemiology Journalism
#8048 0.000002 Biotech
#9457 0.000003 EconTwitter
#9893 0.000003 ClimateTwitter

Software Engineering

#608 0.000003 Rust
#1473 0.000002 Zig

Automatically Detected Communities