Carbon Emissions Data | ESG Data | 14000+ companies | 7 Years Historical Data | Scope 1,2&3 Data | GIST Impact

Comprehensive dataset of 14000+ listed companies globally - covering developed, emerging and frontier markets and looks at GHG metrics (Scope 1, Scope 2 & Scope 3) from years 2016 - 2022 Our ESG Data is crawled from publicly available company disclosures using our cognitive search engine. The data undergoes validation by our team of expert analysts to identify, verify and document outliers. Following reprocessing and data appending, the data undergoes algorithmic assurance before final approval by team leads specializing in each area of impact. The combination of human and machine quality control delivers a high level of confidence in the accuracy of the data. Where unavailable, indicators are gap-filled using estimations based on ML models that provide outputs with higher correlation with actuals. GIST’s GHG emissions data can be used to: - Measure carbon impacts of companies and portfolios - Benchmark companies within their sector - Benchmark a portfolio against indices - Screen companies for risk and opportunity - Integrate sustainability into portfolio decision-making The data can also be used to augment sustainability disclosures, reporting and regulatory compliance. GHG emissions consist of direct emissions (operations and factories - Scope 1) and indirect emissions (purchased energy - Scope 2, upstream and downstream emissions - scope 3)

搜集汇总

背景与挑战

背景概述

该数据集涵盖全球14000多家上市公司2016至2022年的温室气体排放数据，包括范围1、2和3的指标，通过公开披露信息收集并经过严格质量控制。它可用于测量企业碳影响、行业基准比较以及风险管理等ESG相关分析。