ESG Data Guide 2023

LGX’s DataHub: doing the heavy lifting on ESG data collection

Environmental Finance: The Luxembourg Green Exchange now displays some 1,400 sustainable bonds and 1,200 ESG fund share classes. What particular ESG data needs do your users have?  

Laetitia HamonLaetitia Hamon: We have three different sets of users who need our data. Investors need very granular and structured sustainability data to make informed investment decisions, and to understand the impact of their investments. They also need to fulfil their reporting requirements as part of SFDR. 

Issuers, on the other hand, need to understand what best practices in the market are when it comes to pre- and post-issuance disclosures and impact reporting. They need to be able to benchmark themselves and demonstrate transparency and clarity. That’s the key differentiator for issuers in accessing the capital market.

We also see interest from financial advisors, who are also covered by SFDR. They need to offer products to their clients that align with their specific sustainability preferences.  

The challenge for these various users is that the ESG data they need is spread over different sources of data and documents, it’s presented in various formats, following different methodologies and with different levels of verification. It’s a huge data challenge. 

EF: To address this problem, the exchange launched the LGX DataHub in 2020. What are its key features? 

LH: What we are providing with the LGX DataHub is a centralised database, using a model that is very structured, with clear rules in terms of data collection and verification. It enables asset managers and asset owners to access structured sustainability data on more than 7,000 listed green, social, sustainability and sustainability-linked bonds, from 1,800 issuers, collected both pre and post issuance.

It enables users to filter bonds on the categories of projects financed, on bonds with second-party opinions, or which have been verified, on the contribution they make to different SDGs, or whether they are aligned to specific standards, for example. They can also find information about alignment with the draft EU Taxonomy. It has a compare function to enable users to analyse bonds against specific features. 

The LGX DataHub allows users to export data to Excel, which is very useful for analysts who like to crunch data, while it also provides data feeds directly into users’ systems. In addition, it has visual features that allow users to graphically present the data in a clear and user-friendly way. 

EF: Instruments and issuers on LGX need to be aligned with a recognised standard, methodology etc. How are your issuers and investors managing with the growing proliferation of such standards? 

LH: I think it’s a challenge for everyone in the market. There are so many developments we all need to keep track of. It’s important to make a distinction between standards and taxonomies. We ask that securities on LGX are aligned with recognised standards – the ICMA Green Bond Principles, or the Climate Bonds Initiative certification, for example. But most taxonomies are classification systems; we don’t consider them to be standards.

In terms of explaining that to the market, we created the LGX Academy in 2020 to train financial players in sustainable finance: the basics, as well as standards, products, taxonomies, regulations etc. Also, when you go on our website, and look at a security listed on LuxSE and displayed on LGX, you can see what standard it is aligned with. The LGX DataHub offers an additional level of transparency and provides granular data in a structured form.

But it’s true; there are a lot of questions, especially among multilateral development banks. They have investors from the EU, who want reporting around the EU Taxonomy, and investors from elsewhere, who are more concerned with their local taxonomies. That’s why we advocate for as much harmonisation as possible. 

As a concrete example, we recently signed an MoU with UN Women, around gender bonds. We had a lot of discussions internally as to whether to create a new section for these bonds. But, rather than further fragment the market, we instead decided to create a flag for gender-focused bonds within the social, sustainability and sustainability-linked bonds sections. 

EF: What innovations and new products are you planning for the coming 18 months? 

LH: For the LGX DataHub, we are planning to add an aggregation feature to allow users to aggregate the impacts of specific projects to bond level. We also plan to do more work on the EU Taxonomy, which includes incorporating and reflecting the EU Green Bond Standard and the EU Taxonomy on LGX, once they are approved and implemented. We are taking the LGX Academy digital, adding much more content, including case studies from our issuers, providing examples from the field. 

In terms of products, we started to flag gender-focused bonds in May, and we have ideas and plans around green securitisation, although this is still a nascent field.

Meanwhile, the Luxembourg Stock Exchange is drawing up its strategy for the next three years. I can’t say much at this point, but sustainable finance is at the core of that strategy. It’s not only LGX that is focused on sustainable finance: sustainability is at the centre of the entire Luxembourg Stock Exchange.  

For more information, see: www.bourse.lu/green.

Guide entries by Luxembourg Stock Exchange

Verification (Third Party)

Carbon Emissions Scope 3 footprint

Modern Slavery footprint

Species extinction-risk footprint

TIDE

iSA, iS, impak Score™, SFDR+i

Rainforest Alliance & Conservation International

Mettle Capital ESG Risk platform

MIS Second Party Opinion

nZero

Seafood Database

Second Party Opinion

ESG Rating, Reporting and Advisory

Climate and environment data hub

Sustainability Copilot

ESGSignals®

Sanctify ESG

Asset-level Indicators

Asset-based Analytics

Asset-based Company Indicators – Essential and Advanced

Bloomberg Sustainable Finance Solutions

India ESG datasets [BRSR taxonomy available]

9fin ESG

CLIMATE RISK IMPACT SCREENING (CRIS) for Climate Physical Risk

CARBON IMPACT ANALYTICS (CIA) For climate transition risk

CDP 2022 GHG Raw Emissions Dataset

CDP 2022 Full GHG Modelled Emissions Dataset

CDP 2022 Risks and Opportunities Dataset

CDP 2022 Scores

CDP 2022 TCFD-Aligned Climate Change Dataset

CDP 2022 Temperature Ratings

ChemScore

Global Landscape of Climate Finance

ESG Portfolio Check

Sustainable Finance Ai Suite (ESG, EU Taxonomy, Supply Chain Risk)

ESG Lead

Horizon

EF Data

Equileap Gender Equality Data

Ethical Screening Portal

OneTrack

Coller FAIRR Protein Producer Index

ESG research, data and reporting solutions

Forests & Finance

Forest 500

GLYNT

Greenomy EU Taxonomy/SFDR/EET Solution

Corporate Ratings

ETF Fund Ratings

Issuer ESG and SDG Benchmarking

Municipal Bond Data and Ratings

US Retirement Plans, including 401(k) and 403(b)

Integrated Biodiversity Assessment Tool

CBF – Corporate Biodiversity Footprint

SB2A – Science-Based 2°C Alignment

Global Impact Database

FinanceMap

LobbyMap

ESG Impact Rating

Green Bond Transparency Platform (GBTP)

Investverte

Corporate Governance Information Search

JPX ESG Indices

LGX DataHub

Climate Data by Moody’s

ESG Data by Moody’s

Nasdaq Sustainable Bond Network

Nasdaq ESG Data Hub

Nasdaq ESG Data Portal

Nasdaq ESG Footprint

Informe Anual OFISO

ESG Solutions

Resolution Database

Second Party Opinions

SDI Asset Owner Platform

ESG Disclosures and Sustainability Report Assurance

Second-Party Opinions on Sustainable Bonds and Loans

Supply Chain ESG Risk Platform

UN SDG Impact Assurance

SIGWATCH

Sugi

SustainaBase

Sustainable Fitch ESG Ratings

Geospatial ESG Solutions

Sovereign ESG Ratings

MARK

White Stag Investing Investment Research in Water, Oceans and Biodiversity

ClimateWatch

Forest Atlases

Global Forest Watch

Global Forest Watch Pro

LandMark

PREPdata

Resource Watch

WRI Aqueduct

Carbon Footprinting and Science-based Targets Support

Second Party Opinion - Thematic Bonds and Loans & Impact Assessment

TCFD Advisory and Support

Carbon & Climate Data

Carbon Footprint Report

Climate Impact Report

Net Zero Solutions

Climate Scenario Analysis and Implied Temperature Score

Climate Physical Risk

Transition Risk

Climate Advisory Services

Potential Avoided Emissions Data

Energy & Extractives Screening

Norm-Based Research

Country Screening

Sector-Based Screening

Country Controversy Assessment

Director Data

Executive Compensation Analytics

Voting Analytics

Governance QualityScore

E&S Disclosure QualityScore

ESG Muni QualityScore

Carbon Risk Rating

ESG Corporate Rating

ESG Country Rating

SDG Solutions Assessment

SDG Impact Rating

ESG Fund Rating

Water Risk Rating

Biodiversity Impact Assessment Tool

ESG Index Solutions

EU Taxonomy Alignment Solution

SFDR Principle Adverse Impacts Solution

Regulatory Sustainable Investment Solution

ESG Portfolio Analysis

ESG Raw Data

Global Sanctions Screening

Responsible Investment Policy Development

EVA (Economic Value Added)

Climate Voting Policy

Custom Climate Voting Factors

Bespoke Research & Advisory Solutions

ESG Scorecard

Controversial Weapons Research

CIARA – Carbon Impact Analytics for Real Assets

CDP 2022 Forest Corporate Response Dataset

CDP 2022 Water Security Corporate Response Dataset

Net Zero Finance Tracker

Sustainable Economy Intelligence

ESG Ratings & Analysis

SDG Analysis

Net Zero Analysis

Fund Due Diligence and SDR Labelling Reports

Ethical Research

Sustainable Funds Portal

ESG RATINGS

Coller FAIRR Climate Risk Tool

ESG Solutions

Fund EET Data

Fathom’s Product Stack

ENCORE

Trase Finance

Dependency scores

Climate Positive Impact

Positive Impact Biodiversity

Carbon Footprint

Empirical ESG and Impact Data

Real Asset Analysis

ESG Newsroom

Norm-Based Engagement

Thematic Engagement

ESG Custom Rating

Cyber Risk Score

European ESG Template Solution

Environmental & Social Raw Data

Sustainability Insights Suite

ESG Reporting Platform for VC

ESG Solutions by MSCI

Climate and Net-Zero Solutions by MSCI

Biodiversity Solutions by MSCI

Sustainability Solutions for Corporates and Advisors

KaleidoScope

Rating Watch

Vision

ESG GPS X-Ray

A-Cubed

ESG GPS ratings

Data for Nature Insights

Fund EcoMarket

State Street Risk Analytics Platform

TSC Water Security Index

SDG Impact for Public Companies

Universal Impact

Climate Ready Farms

Energy Access Explorer

MapBuilder

Ocean Watch

Water, Peace and Security - Global Early Warning Tool 

Global Water Watch

WRI Open Data Portal

Systems Change Lab

Open Timber Portal 

ESG Clarified

WWF Risk Filter Suite

ICE Climate Physical Risk Data

ICE Climate Transition Analytics Tool

ICE ESG Company Data

European ESG Template (EET) solution

ICE Emissions & Targets Data

ICE ESG Geo-Analyzer Tool

ICE Impact Bond Classification Service

SFDR Principal Adverse Impact (PAI) Data

Task-force for Climate-related Financial Disclosure (TCFD) Data

ICE UN Sustainable Development Goals (SDGs) Data – Municipal Bonds

News Aggregator/Controversies Monitoring Tool

ESG Research and Data Services

SPOTT

CDP 2022 Climate Change Corporate Response Dataset

Green Bond Database

Social and Sustainability Bond Database

DEEP Value©

Benchmark ESG Disclosure Dataset

ASSET Tool

Modern Slavery Scorecard

LSEG Sustainable Finance and Investment Solutions

imug rating ESG-Investments

Briink AI ESG Copilot

ESG Relevance Scores

Climate Wisdom by Riskthinking.ai

ESG, Climate & Nature

Global Integrated Energy Model

Clean Energy Procurement Service

Corporate Emissions Solution

Intentionality and Stewardship Data (Wealth)

Climate Data for Companies and Funds

Second Party Opinions

Product Involvement and Impact Metrics for Companies and Funds

Low Carbon Transition Ratings

EU Action Plan Solutions

ESG Risk Ratings

Physical Climate Risk Metrics

FactSet's ESG Investing Solutions

Physical Risk Analytics

Clarity AI Sustainability Tech Kit

AssetWisdom™ by Riskthinking.ai

BIODIVERSITY IMPACT ANALYTICS POWERED BY THE GLOBAL BIODIVERSITY SCORE™ (BIA-GBS) for the biodiversity impact and dependencies of companies

NEC metric “Net Environmental Contribution”