The dataset from GIST contains ESG data from over 14,000 listed companies globally, covering energy consumption, renewable energy usage, and resource types like coal, natural gas, and motor gasoline from 2016 to 2022. The data is sourced from public company disclosures, validated by analysts, and undergoes rigorous quality control processes.