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/josephlhall/dc25-votingvillage-report

GitHub

vs. Baseline Lens Category
15.5x Eurasia Group Think Tanks
13.3x VICE Journalism
3.7x Reuters Journalism
2.4x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
2.3x EFF Culture and Political Economy
1.9x The New York Post Journalism
1.8x Homebrew Venture Capital
1.0x Brookings Think Tanks
1.0x Baseline system
0.9x Ars Technica Journalism
0.8x Wall Street Journal Journalism
0.6x Recode Journalism
0.6x The New York Times Journalism
0.5x Council on Foreign Relations Think Tanks
0.5x Wired Journalism
0.5x Washington Post Journalism
0.5x The Dispatch Journalism
0.4x The Atlantic Journalism
0.4x Hoover Institution Think Tanks
0.3x Persuasion Community Culture and Political Economy
0.2x Zig Software Engineering
0.1x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.1x OANN Journalism
0.1x Asia Society Policy Institute Think Tanks
0.1x Environmental Defense Fund Culture and Political Economy
0.1x Sierra Clib Culture and Political Economy
0.1x Extinction Rebellion Culture and Political Economy
0.1x Schumacher Circle Culture and Political Economy
0.1x Fair Vote Culture and Political Economy
0.1x Newsmax Journalism
0.1x Philosophy Twitter Science
0.1x 350.org Culture and Political Economy
0.1x Heritage Foundation Think Tanks
0.1x Claremont Institute Culture and Political Economy
0.1x Ecosocialism Culture and Political Economy
0.1x Cato Institute Think Tanks
0.1x The Daily Beast Journalism
0.1x Financial Times Journalism
0.1x Techcrunch Journalism
0.0x Environmental Journalists Culture and Political Economy
0.0x Populist Libertarians Culture and Political Economy
0.0x The Intercept Journalism
0.0x Black Lives Matter Culture and Political Economy
0.0x CNBC Journalism
0.0x Belfer Center Think Tanks
0.0x RAND Corporation Think Tanks
0.0x Bessemer Venture Capital
0.0x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.0x Intergovernmental Panel on Climate Change (IPCC) Science
0.0x Crypto VC Crypto
0.0x Founders Fund Venture Capital
0.0x Berggruen Institute Think Tanks
0.0x Non-Fungible Tokens (NFTs) 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 Index Ventures Venture Capital
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 My Climate Journey Venture Capital
0.0x Stat News Journalism
0.0x Urban Institute Think Tanks
0.0x Atlantic Council Think Tanks
0.0x Crypto Infrastructure Crypto
0.0x Epidimiology Twitter Science
0.0x Village Global Venture Capital
0.0x Standard Crypto Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Accel Venture Capital
0.0x Bismark Analysis Culture and Political Economy
0.0x Social Epistemology Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Decentralized Autonomous Organizations (DAOs) Crypto
0.0x Crypto Journalists Crypto
0.0x Crypto Angels Crypto
0.0x Sutter Hill Ventures Venture Capital
0.0x Polkadot Crypto
0.0x RadicalxChange Culture and Political Economy
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