Data for the future

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Technology

Framework

Sources

Robo analysis platform providing reliable and useful ESG insights

Automation

Analysis process enhanced by technology.

Customization

Tools based on specific customer needs.

Visualization

Infographics and icons for quick understanding.

Showing full picture for ESG risk management

Who’s Good analyzes both overall ESG performance and specific ESG incidents at companies to provide risk insights.

ESG Performance Analysis

The ESG Performance Analysis shows companies’ strategy and policies as well as important company statistics on ESG. This analysis is based on reliable public and open data sources and shows how well companies are prepared to prevent ESG risks.

ESG Incident Analysis

The ESG Incident Analysis gives an overview of ESG incidents that occurred and the severity of these incidents. This analysis is based on news data.

Technology

Who’s Good uses advanced artificial intelligence (AI) algorithms to automate the analysis process.

The analysis is not done by a human analyst but is generated by an algorithm to eliminate human bias in the research process. The use of Robo analysis makes the research process of large data sets more reliable and faster.

Data collection

Data crawling

Efficiently collecting large amounts of data.

Data analysis

Machine learning

Classifying ESG topics automatically and determining news impact and consequence score.

Natural language processing

Extracting facts from news data.

Quality control tools

Detect data anomalies and issues.

Data insight

Automated results

Generate scores and data insights using an algorithm based on our framework.

Framework

An ESG framework built on international standards

Who’s Good analyzes environmental, social and governance (ESG) performance of companies. The research framework is based on international standards and principles.

In particular UN Global Compact and the International Standard on Corporate Social Responsibility (ISO26000) are used. A total of 17 ESG issue categories are identified and 53 criteria are used to measure companies’ performance on these issues.

ISO 26000

UNPRI

ICGN

Global Compact

CFA Institute

Environmental

Impact on air, water and soil, and use of resources

Environmental performance score is based on the impact of companies on air, water and soil around them and the use of resources in their production process.