Explore greenhouse gas (GHG) ESG data from 14,000+ listed companies globally, covering Scope 1, Scope 2, and Scope 3 emissions from 2016 to 2022 across developed, emerging, and frontier markets. The dataset is obtained from publicly available company disclosures, validated by expert analysts, and supplemented with machine learning estimates for missing data.