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/cdtgithub/digitalserviceopportunities

GitHub

vs. Baseline Lens Category
5.4x Homebrew Venture Capital
4.0x Wired Journalism
2.7x Ars Technica Journalism
1.4x Anarachists Culture and Political Economy
1.2x Recode Journalism
1.1x EFF Culture and Political Economy
1.1x The New York Post Journalism
1.0x Baseline system
1.0x The Atlantic Journalism
0.9x Techcrunch Journalism
0.6x CNBC Journalism
0.6x Adam Smith Institute Think Tanks
0.6x Reuters Journalism
0.6x American Enterprise Institute Think Tanks
0.6x National Bureau of Economic Research Think Tanks
0.5x New Yorker Journalism
0.5x VICE Journalism
0.5x The New York Times Journalism
0.4x BuzzFeed Journalism
0.4x Village Global Venture Capital
0.4x Think Tanks system
0.3x Council on Foreign Relations Think Tanks
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 Reality-Based Community system
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
0.3x Asia Society Policy Institute Think Tanks
0.3x 350.org Culture and Political Economy
0.3x Newsmax Journalism
0.3x Heritage Foundation Think Tanks
0.3x Claremont Institute Culture and Political Economy
0.3x Hudson Institute Think Tanks
0.3x Ecosocialism Culture and Political Economy
0.2x Cato Institute Think Tanks
0.2x The Daily Beast Journalism
0.2x A16Z Venture Capital
0.2x Y Combinator Venture Capital
0.2x Washington Post Journalism
0.2x Founders Informal Community
0.2x Environmental Journalists Culture and Political Economy
0.2x Atlantic Council Think Tanks
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 Wall Street Journal Journalism
0.1x Bloomberg Opinion Journalism
0.1x Degrowth Culture and Political Economy
0.1x Moderate Conservatism Culture and Political Economy
0.1x Belfer Center Think Tanks
0.1x Decentralized Autonomous Organizations (DAOs) Crypto
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x Bessemer Venture Capital
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Hoover Institution Think Tanks
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x The Dispatch Journalism
0.0x Founders Fund Venture Capital
0.0x IDEO Founder Collective Crypto
0.0x Epidemiology Journalism Science
0.0x EconTwitter Science
0.0x Sutter Hill Ventures Venture Capital
0.0x Columbia SIPA Center for Energy Policy Think Tanks
0.0x Earth Institute Think Tanks
0.0x Berggruen Institute Think Tanks
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Crypto Infrastructure Crypto
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Crypto VC Crypto
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 Heterodox Academy Culture and Political Economy
0.0x Biotech Science
0.0x Index Ventures Venture Capital
0.0x The Long Now Foundation Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Sequioa Venture Capital
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 Peterson Institute for International Economics Think Tanks
0.0x Khosla Ventures Venture Capital
0.0x Epidimiology Twitter Science
0.0x Standard Crypto Venture Capital
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 Bismark Analysis Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Decentralized Web Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Polkadot Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Decentralized Finance (DeFi) Crypto
0.0x Rust Software Engineering
0.0x Crypto Political Economy Crypto
0.0x Progress Studies Culture and Political Economy
0.0x Cosmos Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto