The Carbon Emissions Scope 3 provides valuable insights through a detailed Scope 3 estimation model, which aids in addressing the gaps in companies' carbon-emission reporting. By utilizing this model, the dataset avoids the risks of potential double counting when applied across a portfolio. Such comprehensive information can significantly enhance investors' understanding of carbon-transition risks within their portfolios.

• Comprehensive classification of GHG emissions Scope 3 based on categories
• Inclusion of GHG emissions intensity data, measured in tons of CO2e per dollar invested
• Provision of EVIC for companies.
• Availability of Scope 3 emissions data, both downstream and upstream, along with other relevant carbon metrics.

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MSCI is a leading provider of critical decision support tools and services for the global investment community. With over 50 years of expertise in research, data and technology, we power better investment decisions by enabling clients to understand and analyze key drivers of risk and return and confidently build more effective portfolios.