[SAMPLE] Energy Consumption Data | Energy Resource ESG Data | 14k+ Companies

Comprehensive dataset of 14000+ listed companies globally - covering developed, emerging and frontier markets and looks at energy and resource use metrics from years 2016 - 2022

Data is crawled from publicly available company disclosures using our cognitive search engine. The ESG 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 Impact's emissions ESG data can be used to:
- Measure energy consumption of companies and portfolios
- Assess 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.