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/truthly/pg-emoji

GitHub

vs. Baseline Lens Category
20.0x CNBC Journalism
18.2x Techcrunch Journalism
14.6x Wall Street Journal Journalism
6.5x Center for American Progress Think Tanks
4.5x Reuters Journalism
4.3x Recode Journalism
3.3x Ars Technica Journalism
1.2x Wired Journalism
1.1x VICE Journalism
1.0x Baseline system
0.8x The Dispatch Journalism
0.6x Heterodox Academy Culture and Political Economy
0.5x The Atlantic Journalism
0.3x Reality-Based Community system
0.3x Environmental Defense Fund Culture and Political Economy
0.3x Sierra Clib Culture and Political Economy
0.3x Extinction Rebellion Culture and Political Economy
0.3x Schumacher Circle Culture and Political Economy
0.3x Fair Vote Culture and Political Economy
0.3x OANN Journalism
0.3x Philosophy Twitter Science
0.2x Asia Society Policy Institute Think Tanks
0.2x 350.org Culture and Political Economy
0.2x Newsmax Journalism
0.2x Heritage Foundation Think Tanks
0.2x Claremont Institute Culture and Political Economy
0.2x Hudson Institute Think Tanks
0.2x Ecosocialism Culture and Political Economy
0.2x Sutter Hill Ventures Venture Capital
0.2x Cato Institute Think Tanks
0.2x A16Z Venture Capital
0.2x The Daily Beast Journalism
0.2x Adam Smith Institute Think Tanks
0.1x Bismark Analysis Culture and Political Economy
0.1x Washington Post Journalism
0.1x Environmental Journalists Culture and Political Economy
0.1x Eurasia Group Think Tanks
0.1x Populist Libertarians Culture and Political Economy
0.1x The Intercept Journalism
0.1x Black Lives Matter Culture and Political Economy
0.1x Degrowth Culture and Political Economy
0.1x IDEO Founder Collective Crypto
0.1x Moderate Conservatism Culture and Political Economy
0.1x Belfer Center Think Tanks
0.1x Khosla Ventures Venture Capital
0.1x Founders Informal Community
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Bessemer Venture Capital
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Founders Fund Venture Capital
0.0x Anarachists Culture and Political Economy
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Earth Institute Think Tanks
0.0x Rationality Culture and Political Economy
0.0x Berggruen Institute Think Tanks
0.0x Homebrew Venture Capital
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x The Economist Journalism
0.0x The Verge Journalism
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x Benchmark Capital Venture Capital
0.0x Sequioa Venture Capital
0.0x Crypto Infrastructure Crypto
0.0x Climate Solutions Culture and Political Economy
0.0x Works in Progress Culture and Political Economy
0.0x Initialized Capital Venture Capital
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 Peterson Institute for International Economics Think Tanks
0.0x Epidimiology Twitter Science
0.0x Epidemiology Journalism Science
0.0x Cosmos Crypto
0.0x Village Global Venture Capital
0.0x Standard Crypto Venture Capital
0.0x EFF Culture and Political Economy
0.0x Effective Altruism Culture and Political Economy
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Palladium Magazine Journalism
0.0x Y Combinator Venture Capital
0.0x Social Epistemology Culture and Political Economy
0.0x The Long Now Foundation Culture and Political Economy
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Polkadot Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Progress Studies Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x Ethereum Crypto
0.0x Public Goods Funding Crypto