[SAMPLE] Environmental Data | Sustainability Data | ESG Data |14k+ Listed Companies

Comprehensive environmental dataset of 14000+ listed companies covering 40+ metrics across natural capital indicators. It encompasses metrics on GHG emissions, air pollution, water consumption, water and land pollution, and waste generation.

The dataset includes collected disclosed data from companies and estimated data using GIST Impact's ML models. Data is crawled from publicly available company disclosures using a 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.

The ESG data can be mapped to all major industry classifications based on companies’ operations.

GIST Impact's ESG data is fully traceable to source (e.g. website or annual report) and can be used to:
- Measure environmental 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.

(This sustainability data feeds into GIST’s proprietary impact valuation algorithms to generate GIST’s monetized sustainability impact data, listed as a separate dataset).