Machine-Learning about ESG Preferences: Evidence from Fund Flows Abstract We construct Environmental, Social, and Governance (ESG) scores for U.S. active equity mutual funds based on over 500 underlying metrics covering a wide range of ESG issues and rating agencies. We use a revealed preference approach, combined with machine learning methods,…