A Bloomberg Professional Services Offering

Bloomberg greenhouse gas (GHG) estimates data feeds.

Only a small percentage of companies
report carbon data.
Climate change risk is a key sustainability topic and theTask Force on Climate-related Financial Disclosure (TCFD)
recommends its inclusion in companies’ risk models.
In addition, investors with shareholder or regulatorycommitments to decarbonize their investments needstrong and reliable data to base their decisions on.
However, at present, only a small portion of companies
self-report their carbon emissions.

Best coverage
Bloomberg estimates greenhouse emissions for morethan 50,000 companies globally. Our coverage focuseson public companies and private issuers of debt.

Model output• Scope 1 and 2 emission estimates• Distribution and percentiles for each estimate• A confidence score by company and year

Why Bloomberg’s data provides unrivalled quality.
Bloomberg Greenhouse Gas Estimates outperforms standard
linear models in terms of accuracy and coverage.
1. Comprehensive model input data.
Bloomberg is the leader in fundamentals data, industry
segmentation and other financial datasets that have beenused to train the model. Leveraging up to 800 reported
features per company.
2. Deep pool of expertise in building machine learning models.
3. Extensive evaluation of the performance of the model.

Flexibility is important.
We not only provide what we believe to be the best
possible estimate for the carbon emissions of a company,
but also, different percentiles in the probability distribution
for each estimate. The result is that users of our data canbe more or less conservative in their choice of estimate.
Upcoming regulations are pushing investors to use aprecautionary principles approach, such that whenestimating carbon emissions, analysts err on the side ofcaution and overestimate instead of underestimating.
It is important when estimating that you do not discourage
corporate disclosure by using an underestimate of thetrue value.

Make better investment decisions with
Bloomberg data.
Having reliable data for a large set of companies willallow you to better perform:• Reporting: Report the carbon footprint of investment
portfolios to investors, including commitments todecarbonize balance sheets made to shareholders
or asset owners.
• Risk management: GHG data is a key input into climatechange risk models, in particular, those that measure
the transition risk in investment or loan portfolios.
• Product creation: Creation of climate transition indicesthat meet the recommendation from the EU TechnicalExpert Group (TEG) with regards to precautionary
principles and the creation of low carbon portfolios.

Reference

Understand the carbon footprint of companies in your investment portfolio and of your counterparties.
Bloomberg fills the gap in reported carbon emissions data by estimating the carbon footprint of companies
that do not report.

Content & Data Solutions

Understand the carbon footprint ofcompanies with high-quality data.

Bloomberg Sustainability Data Solutions

Sustainability Data Solutions
In addition to GHG estimates, Bloomberg solutions cover reported ESG data, ESG scores,
sustainable debt, Data Management Services (DMS), EU taxonomy and global facilities.

Reported
ESG Data

ESG Scores

SustainableDebt

GHG
Estimates

DMS

EU
Taxonomy

GlobalFacilities

Take the next step.

Beijing+86 10 6649 7500

Hong Kong+852 2977 6000

New York+1 212 318 2000

Singapore+65 6212 1000

For a customized demo andto learn more, please contacta Bloomberg representative or
email: eprise@bloomberg.net

Dubai+971 4 364 1000

London+44 20 7330 7500

San Francisco+1 415 912 2960

Sydney+61 2 9777 8600

Frankfurt+49 69 9204 1210

Mumbai+91 22 6120 3600

São Paulo+55 11 2395 9000

Tokyo+81 3 4565 8900

bloomberg.com/professional

The data included in these materials are for illustrative purposes only. ©2021 Bloomberg 920211 2021