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?

github.com/zlite/pycmdmessenger

GitHub

vs. Baseline Lens Category
16.1x Wired Journalism
14.7x Eurasia Group Think Tanks
12.8x New Yorker Journalism
9.9x Benchmark Capital Venture Capital
6.0x Ecomodernists Culture and Political Economy
4.3x Initialized Capital Venture Capital
3.1x Khosla Ventures Venture Capital
3.0x Village Global Venture Capital
2.7x Techcrunch Journalism
2.6x Persuasion Community Culture and Political Economy
2.0x A16Z Venture Capital
1.5x Recode Journalism
1.2x The Atlantic Journalism
1.1x Sutter Hill Ventures Venture Capital
1.0x Baseline system
0.9x Think Tanks system
0.9x EconTwitter Science
0.8x Harper's Open Letter Culture and Political Economy
0.7x Crypto VC Crypto
0.6x Bloomberg Opinion Journalism
0.6x Bismark Analysis Culture and Political Economy
0.5x Epidimiology Twitter Science
0.4x Environmental Defense Fund Culture and Political Economy
0.4x Sierra Clib Culture and Political Economy
0.4x Extinction Rebellion Culture and Political Economy
0.4x Schumacher Circle Culture and Political Economy
0.4x Fair Vote Culture and Political Economy
0.4x Philosophy Twitter Science
0.4x Berggruen Institute Think Tanks
0.4x Brookings Think Tanks
0.4x IDEO Founder Collective Crypto
0.4x 350.org Culture and Political Economy
0.4x The Long Now Foundation Culture and Political Economy
0.4x Heritage Foundation Think Tanks
0.4x Biotech Science
0.4x OANN Journalism
0.4x Claremont Institute Culture and Political Economy
0.3x Asia Society Policy Institute Think Tanks
0.3x Ecosocialism Culture and Political Economy
0.3x Newsmax Journalism
0.3x Works in Progress Culture and Political Economy
0.3x Cato Institute Think Tanks
0.3x Hudson Institute Think Tanks
0.3x The Daily Beast Journalism
0.3x Social Epistemology Culture and Political Economy
0.3x Ars Technica Journalism
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.2x VICE Journalism
0.2x Environmental Journalists Culture and Political Economy
0.2x CNBC Journalism
0.2x Populist Libertarians Culture and Political Economy
0.2x The Intercept Journalism
0.1x Wall Street Journal Journalism
0.1x Peterson Institute for International Economics Think Tanks
0.1x Black Lives Matter Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x Mercatus Center Think Tanks
0.1x Belfer Center Think Tanks
0.1x The Los Angeles Times Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.1x Rationality Culture and Political Economy
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Bessemer Venture Capital
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Founders Fund Venture Capital
0.0x Anarachists Culture and Political Economy
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Earth Institute Think Tanks
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Homebrew Venture Capital
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Progress Studies Culture and Political Economy
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Heterodox Academy Culture and Political Economy
0.0x Index Ventures Venture Capital
0.0x Sequioa Venture Capital
0.0x Climate Solutions Culture and Political Economy
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x My Climate Journey Venture Capital
0.0x Atlantic Council Think Tanks
0.0x Crypto Infrastructure Crypto
0.0x Epidemiology Journalism Science
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Y Combinator Venture Capital
0.0x Decentralized Web Crypto
0.0x Crypto Investing Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Cosmos Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Ethereum Crypto
0.0x Public Goods Funding Crypto