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/reichlab/covid19-forecast-hub

GitHub

vs. Baseline Lens Category
11.9x Biotech Science
8.8x Epidimiology Twitter Science
3.8x Benchmark Capital Venture Capital
3.7x Council on Foreign Relations Think Tanks
3.5x Degrowth Culture and Political Economy
3.3x Persuasion Community Culture and Political Economy
2.3x American Enterprise Institute Think Tanks
2.3x National Bureau of Economic Research Think Tanks
1.9x Harper's Open Letter Culture and Political Economy
1.8x Climate Solutions Culture and Political Economy
1.7x Khosla Ventures Venture Capital
1.6x Works in Progress Culture and Political Economy
1.0x Baseline system
1.0x The Atlantic Journalism
1.0x Bloomberg Opinion Journalism
0.8x EconTwitter Science
0.7x Think Tanks system
0.7x Effective Altruism Culture and Political Economy
0.7x Foundation Against Intolerance and Racism Culture and Political Economy
0.6x CNBC Journalism
0.6x Center for American Progress Think Tanks
0.5x Brookings Think Tanks
0.4x Reality-Based Community system
0.4x Mercatus Center Think Tanks
0.4x Reuters Journalism
0.4x OANN Journalism
0.4x Asia Society Policy Institute 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 Newsmax Journalism
0.3x Schumacher Circle Culture and Political Economy
0.3x Fair Vote Culture and Political Economy
0.3x Philosophy Twitter Science
0.3x Hudson Institute Think Tanks
0.3x 350.org Culture and Political Economy
0.3x Heritage Foundation Think Tanks
0.3x Claremont Institute Culture and Political Economy
0.3x Ecosocialism Culture and Political Economy
0.3x Wired Journalism
0.3x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.3x Y Combinator Venture Capital
0.3x Cato Institute Think Tanks
0.2x The Daily Beast Journalism
0.2x Peterson Institute for International Economics Think Tanks
0.2x Environmental Journalists Culture and Political Economy
0.2x VICE Journalism
0.2x Eurasia Group Think Tanks
0.2x Ecomodernists Culture and Political Economy
0.2x Populist Libertarians Culture and Political Economy
0.2x The Intercept Journalism
0.1x Founders Informal Community
0.1x Adam Smith Institute Think Tanks
0.1x Black Lives Matter Culture and Political Economy
0.1x Ars Technica Journalism
0.1x Wall Street Journal Journalism
0.1x Moderate Conservatism Culture and Political Economy
0.1x Sutter Hill Ventures Venture Capital
0.1x Belfer Center Think Tanks
0.1x A16Z Venture Capital
0.1x The Los Angeles Times Journalism
0.1x RAND Corporation Think Tanks
0.1x BuzzFeed Journalism
0.1x Bessemer Venture Capital
0.1x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.1x Progress Studies Culture and Political Economy
0.1x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.1x The Dispatch Journalism
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Anarachists Culture and Political Economy
0.0x Recode Journalism
0.0x Founders Fund Venture Capital
0.0x Village Global 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 Palladium Magazine Journalism
0.0x Homebrew Venture Capital
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Non-Fungible Tokens (NFTs) Crypto
0.0x Existential Risks Culture and Political Economy
0.0x The Information Journalism
0.0x Techcrunch Journalism
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 The Long Now Foundation Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Crypto VC Crypto
0.0x Sequioa Venture Capital
0.0x Crypto Infrastructure Crypto
0.0x Initialized Capital Venture Capital
0.0x My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Epidemiology Journalism Science
0.0x EFF Culture and Political Economy
0.0x Standard Crypto Venture Capital
0.0x Financial Times Journalism
0.0x Accel Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x IDEO Founder Collective Crypto
0.0x Decentralized Web Crypto
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Zig Software Engineering
0.0x Crypto Journalists Crypto
0.0x Crypto Investing Crypto
0.0x Crypto Angels Crypto
0.0x RadicalxChange Culture and Political Economy
0.0x Polkadot Crypto
0.0x Rust Software Engineering
0.0x Cosmos Crypto
0.0x Crypto Political Economy Crypto
0.0x Decentralized Finance (DeFi) Crypto
0.0x Public Goods Funding Crypto
0.0x Ethereum Crypto