100+ datasets found
  1. ESG drivers impacting investment decisions worldwide 2024

    • statista.com
    • ai-chatbox.pro
    Updated Jun 25, 2025
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    Statista (2025). ESG drivers impacting investment decisions worldwide 2024 [Dataset]. https://www.statista.com/statistics/1454565/esg-drivers-impacting-investment-decisions-worldwide/
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    Dataset updated
    Jun 25, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    APAC, United States, Europe, Canada
    Description

    ESG ratings have emerged as the top factor influencing investment decisions globally in 2024. More than ** percent of institutional investors considered ESG ratings as a key driver, followed closely by ESG controversy with ** percent. On the other hand, ** percent of investors noted influence from the EU Green Bond Standard. Sustainable Development Goals and ESG ETF Investments Climate action, represented by Goal ** of the United Nations Sustainable Development Goals (SDG), has become the primary focus for ESG ETFs globally. As of 2024, assets worth **** billion U.S. dollars were linked to this goal, with *** out of *** ESG ETFs targeting climate action. This emphasis on environmental concerns has aligned with the broader overall trend of investors prioritizing companies with strong ESG practices and ratings. Regional Variations in Sustainable Fund Demand While the demand for sustainable funds has remained relatively stable or has been perceived to increase across some regions, differences have been notable. In the United States, ** percent of investors reported decreased demand for sustainable funds compared to non-sustainable options. However, Canada stands out, with over ** percent of investors having indicated stable or increasing demand. This regional variation underscores the importance of understanding local market dynamics when developing sustainable investment strategies.

  2. ESG Core Data Sustainalytics

    • six-group.com
    Updated Feb 28, 2023
    + more versions
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    Sustainalytics (2023). ESG Core Data Sustainalytics [Dataset]. https://www.six-group.com/en/products-services/financial-information/esg-data/esg-data-hub.html
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    Dataset updated
    Feb 28, 2023
    Dataset provided by
    Sustainalyticshttps://www.sustainalytics.com/
    Area covered
    Global
    Description

    ESG risk ratings and scores as well as business and product involvement information and controversies on companies and sovereigns are widely used by asset and wealth managers. This data package corresponds to the Company ESG Level 1 dataset from Sustainalytics. This information supports our clients in considering ESG aspects in investment decisions, monitoring sustainability risks of investment portfolios and reporting on ESG aspects to investors.

  3. Investor demand for ESG disclosure 2018-2024

    • statista.com
    Updated Jun 26, 2025
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    Statista (2025). Investor demand for ESG disclosure 2018-2024 [Dataset]. https://www.statista.com/statistics/1350989/esg-disclosure-investor-demand/
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    Dataset updated
    Jun 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2024 - Feb 2024
    Area covered
    Worldwide
    Description

    The share of exchanges who reported investor demand for environmental, social, and governance (ESG) disclosure in their jurisdiction have increased gradually from ** percent in 2018 to ** percent in 2024.

  4. ESG Data Hub

    • six-group.com
    Updated Feb 28, 2023
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    SIX Group (2023). ESG Data Hub [Dataset]. https://www.six-group.com/en/products-services/financial-information/esg-data/esg-data-hub.html
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    Dataset updated
    Feb 28, 2023
    Dataset provided by
    SIXhttp://www.six-group.com/
    Area covered
    Global
    Description

    Explore key facts about our ESG offerings, covering everything from core data to climate metrics and sustainable bonds.

  5. Largest SRI/ESG portfolio analysis services used by advisory firms worldwide...

    • statista.com
    Updated Jun 25, 2025
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    Statista (2025). Largest SRI/ESG portfolio analysis services used by advisory firms worldwide 2025 [Dataset]. https://www.statista.com/statistics/1263653/market-share-top-sri-esg-portfolio-analysis-services/
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    Dataset updated
    Jun 25, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Dec 2024 - Feb 2025
    Area covered
    Worldwide
    Description

    The largest socially responsible investing (SRI) and/or environmental, social, and governance (ESG) portfolio analysis services used by advisory firms worldwide in 2025 was Morningstar ESG Data, with a market share of around *** percent. None of the other SRI/ESG portfolio analysis services had a market share above *** percent.

  6. SDG/Impact Data

    • six-group.com
    Updated Feb 28, 2023
    + more versions
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    MSCI (2023). SDG/Impact Data [Dataset]. https://www.six-group.com/en/products-services/financial-information/esg-data/esg-data-hub.html
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    Dataset updated
    Feb 28, 2023
    Dataset provided by
    MSCIhttp://www.msci.com/
    Area covered
    Global
    Description

    There is an increasing demand for high quality data on the 17 UN Sustainable Development Goals to report to clients, or to address clients' demands to support investments aligned with these goals. SIX offers the MSCI SDG/Impact Data, which is designed to provide a holistic view of companies’ net contribution, both positive and negative, towards addressing each of the 17 UN Sustainable Development Goals (SDGs), and to support clients' unique impact investing goals and priorities.

  7. Share investors increasing ESG ETF allocation U.S., Europe, and China 2024

    • statista.com
    Updated Nov 21, 2024
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    Statista (2024). Share investors increasing ESG ETF allocation U.S., Europe, and China 2024 [Dataset]. https://www.statista.com/statistics/1191755/esg-etf-increased-investment-next-year-worldwide/
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    Dataset updated
    Nov 21, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    Worldwide
    Description

    From the ETF investors surveyed in the U.S., Europe, and Greater China, 74 percent of respondents planned to increase their investment in of Environmental, Social, and Governance (ESG) ETF investments over the next year. Eleven percent of investors plan to decrease their allocation to ESG ETFs, and a further 14 percent of investors had decided to remain the same in their ESG ETF allocations.

  8. d

    ESG risks database related to companies, sectors and countries worldwide

    • datarade.ai
    .json, .xml, .csv
    Updated Oct 21, 2021
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    Event Registry (2021). ESG risks database related to companies, sectors and countries worldwide [Dataset]. https://datarade.ai/data-products/esg-risks-database-related-to-companies-sectors-and-countrie-event-registry
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    .json, .xml, .csvAvailable download formats
    Dataset updated
    Oct 21, 2021
    Dataset authored and provided by
    Event Registry
    Area covered
    United Kingdom
    Description

    Unlike traditional ESG data sets that are focused on annual ratings and periodic corporate disclosure, Event Registry monitors company ESG behavior at the speed of current events detected in global news. We utilize AI to analyze over 150,000 sources and uncover ESG risks and opportunities hidden in unstructured news and PR articles. We identify company events leveraging the 26 ESG categories defined by the Sustainability Accounting Standards Board (SASB) and 17 Sustainable Development Goals (SDGs). The data feed covers 200.000+ companies with up to 5 years of history.

  9. w

    Environment, Social & Governance (ESG)

    • data360.worldbank.org
    Updated Apr 18, 2025
    + more versions
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    (2025). Environment, Social & Governance (ESG) [Dataset]. https://data360.worldbank.org/en/dataset/WB_ESG
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    Dataset updated
    Apr 18, 2025
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    1960 - 2023
    Description

    The World Bank's ESG Data Draft dataset provides information on 17 key sustainability themes spanning environmental, social, and governance categories. In order to shift financial flows so that they are better aligned with global goals, the World Bank Group (WBG) is working to provide financial markets with improved data and analytics that shed light on countries’ sustainability performance. Along with new information and tools, the World Bank will also develop research on the correlation between countries’ sustainability performance and the risk and return profiles of relevant investments.

  10. ESG Fund Metrics

    • six-group.com
    Updated Feb 28, 2023
    + more versions
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    MSCI (2023). ESG Fund Metrics [Dataset]. https://www.six-group.com/en/products-services/financial-information/esg-data/esg-data-hub.html
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    Dataset updated
    Feb 28, 2023
    Dataset provided by
    MSCIhttp://www.msci.com/
    Area covered
    Global
    Description

    There is an increasing demand for high quality ESG data on funds, whether for information purposes, to manage sustainability risk or to respond to clients' desire to support sustainable investments. The MSCI ESG Fund Metrics package supports clients in addressing their needs for considering ESG aspects when investing in funds since it is designed to provide greater transparency and understanding of ESG characteristics on fund and ETF components in investor portfolios. This package is somewhat similar to the ESG Core MSCI package but provides fund level data instead of company related data.

  11. ISS ESG Corporate Rating Data (on 6200 listed companies worldwide)

    • datarade.ai
    Updated Oct 16, 2020
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    ISS ESG (2020). ISS ESG Corporate Rating Data (on 6200 listed companies worldwide) [Dataset]. https://datarade.ai/data-products/iss-esg-corporate-rating-iss-esg
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    Dataset updated
    Oct 16, 2020
    Dataset provided by
    Institutional Shareholder Serviceshttp://issgovernance.com/
    Authors
    ISS ESG
    Area covered
    Chile, Turkmenistan, Réunion, Mauritania, Monaco, Slovakia, Central African Republic, Italy, Vietnam, Portugal
    Description

    Through its ESG Corporate Rating, ISS ESG provides investors with a highly relevant, material and forward-looking ESG performance assessment. The rating methodology is based on an absolute best-in-class approach, evaluating company sustainability performance including ESG risks, opportunities and impact along the corporate value chain. The areas and indicators assessed are influenced by several factors such as international norms and conventions, social debate, regulatory changes and technological progress.

    In order to analyze a company’s management of ESG issues within its core business, ISS ESG’s sector specialists select a set of about 100 criteria from a pool of over 800 indicators available in ISS ESG’s database. Whereas a standard set of around 30 universal ESG topics is assessed for all companies, the vast majority of indicators are sector-focused, helping to ensure that the most material issues have a significant influence on the overall rating result. The cumulative weighting of the sector-focused indicators accounts for at least 50 percent of the overall rating.

    Furthermore, the social and environmental dimensions of the rating are weighted according to ISS’ industry classification system, which is based on the environmental and social impact of particular sectors.

    The overall analysis is graded on a twelve-point scale from A+ (the company shows excellent performance) to D- (the company shows poor performance). “Prime” status is granted to those companies achieving best in class ESG performance, based on the sector exposure to environmental, social and governance impacts. The threshold for “Prime” status is based on absolute performance expectations which differ by industry.

    The ESG Corporate Rating universe currently covers over 9,700 corporate issuers, including some 6,800 listed companies and 2,900 assigned corporate issuers across approximately 60 sectors. This coverage also includes more than 140 non-listed corporate bond issuers and additional small & mid-caps drawn from sectors with strong links to sustainability (e.g. renewable energies, recycling, and water treatment).

    ISS ESG’s Corporate Ratings data is primarily sourced from publicly available information, including a company’s own disclosure and reporting, proxy statements, reputable news, governmental and international institutions, recognized international or local non-governmental organizations, and non-biased subscription databases such as the CDP.

    During the rating process, considerable importance is attached to the dialogue with the company under evaluation. Every other year, ISS ESG provides companies with the opportunity to comment on and add to the provisional findings by submitting a draft rating report to the company for revision. After the period of consultation, the report is finalized, integrating the comments and additions that are deemed appropriate by the analyst in charge of the rating.

    Data is used by a broad range of institutional investors, asset managers, asset owners, fund managers, banks, government institutions, universities and research firms.

  12. a

    S.Korea ESG datasets

    • aiceltech.com
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    KED Aicel, S.Korea ESG datasets [Dataset]. https://www.aiceltech.com/datasets/esg
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    Dataset authored and provided by
    KED Aicel
    License

    https://www.aiceltech.com/termshttps://www.aiceltech.com/terms

    Time period covered
    2016 - 2024
    Area covered
    South Korea
    Description

    Korean Companies’ ESG Data provides important information to evaluate corporate performance in terms of environmental, social, and governance factors. This data includes information on environmental impact, social responsibility, and corporate governance. Collected from public data, corporate reports, and NGO reports, it helps investors evaluate corporate sustainability and make investment decisions based on ESG performance, which is vital for assessing the value of Korean companies.

  13. m

    ESG Rating Services Market Size & Share Analysis - Industry Research Report...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Feb 28, 2025
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    Mordor Intelligence (2025). ESG Rating Services Market Size & Share Analysis - Industry Research Report - Growth Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/esg-rating-services-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Feb 28, 2025
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2020 - 2030
    Area covered
    Global
    Description

    The ESG Rating Services Market report segments the industry into By Service Type (ESG Assessment and Ratings, ESG Data Verification, ESG Reporting and Disclosure, and more), By Application (Investment and Asset Management, Corporate Governance and Risk Management, and more), and By Geography (North America, Europe, Asia-Pacific, Latin America, and more).

  14. E

    ESG Service Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Mar 6, 2025
    + more versions
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    Archive Market Research (2025). ESG Service Report [Dataset]. https://www.archivemarketresearch.com/reports/esg-service-52330
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Mar 6, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The ESG (Environmental, Social, and Governance) services market is experiencing robust growth, driven by increasing regulatory pressures, investor demand for sustainable investments, and a heightened awareness of environmental and social issues among corporations. While the provided data lacks specific market size and CAGR figures, a reasonable estimation based on industry reports and trends suggests a 2025 market size of approximately $15 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 12-15% from 2025 to 2033. This growth is fueled by the expanding adoption of ESG strategies across various sectors, including energy and utilities, financial services, and consumer goods, where companies are proactively managing their ESG risks and integrating sustainability into their core business operations. The demand for ESG risk assessment, strategy development, and data & analytics services is particularly strong, as organizations seek to quantify and mitigate their environmental impact, improve social performance, and enhance governance structures. Further driving market expansion is the proliferation of ESG rating agencies and data providers, coupled with the growing availability of sophisticated ESG data and analytics tools. The market segmentation reflects the diverse needs of different industries. Energy and utilities companies are under significant pressure to decarbonize their operations, necessitating robust ESG strategies. Financial services firms are increasingly integrating ESG factors into their investment decisions and risk management processes. Consumer goods companies face rising consumer expectations for ethical and sustainable products, driving them to implement comprehensive ESG programs. While the market is witnessing significant growth, challenges remain. These include data inconsistencies and standardization issues, the cost of implementing comprehensive ESG programs, and the lack of skilled professionals capable of undertaking these complex analyses. Despite these hurdles, the long-term outlook for the ESG services market remains exceptionally positive, with continued growth projected across all segments and geographic regions, propelled by global sustainability initiatives and increasing investor scrutiny.

  15. k

    Environment, Social and Governance Data

    • datasource.kapsarc.org
    • data.kapsarc.org
    • +1more
    csv, excel, json
    Updated Sep 3, 2024
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    (2024). Environment, Social and Governance Data [Dataset]. https://datasource.kapsarc.org/explore/dataset/environment-social-and-governance-data/
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    json, csv, excelAvailable download formats
    Dataset updated
    Sep 3, 2024
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The World Bank's ESG Data Draft dataset offers insights into 17 crucial sustainability areas, covering environmental, social, and governance aspects.

  16. m

    Influence of ESG ratings on WACC

    • data.mendeley.com
    Updated Feb 20, 2024
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    Ivan Firsov (2024). Influence of ESG ratings on WACC [Dataset]. http://doi.org/10.17632/rwrtt92bv6.2
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    Dataset updated
    Feb 20, 2024
    Authors
    Ivan Firsov
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Dataset for analyzing influence of ESG rating on WACC using financial indicators as control variables. Dataset contains data for 375 companies from developing countries. Financial metrics were download from Bloomberg, ESG ratings from Sustainalytics.

  17. d

    Sustainability Data | 300+ ESG Metrics | 400 Europe, LatAm, Asia HY Issuers...

    • datarade.ai
    .json, .csv, .xls
    Updated Nov 28, 2024
    + more versions
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    Lucror Analytics (2024). Sustainability Data | 300+ ESG Metrics | 400 Europe, LatAm, Asia HY Issuers | Sustainable Investing | ESG Risk | ESG Reporting | Regulatory Compliance [Dataset]. https://datarade.ai/data-products/sustainability-data-300-esg-metrics-400-europe-latam-a-lucror-analytics
    Explore at:
    .json, .csv, .xlsAvailable download formats
    Dataset updated
    Nov 28, 2024
    Dataset authored and provided by
    Lucror Analytics
    Area covered
    Virgin Islands (U.S.), Bolivia (Plurinational State of), Anguilla, United Kingdom, Iran (Islamic Republic of), Turks and Caicos Islands, Luxembourg, Jersey, Lao People's Democratic Republic, Cambodia
    Description

    Lucror Analytics: Comprehensive Sustainability Data on High Yield Bond Issuers

    At Lucror Analytics, we specialize in delivering meticulously curated data solutions designed for professionals and organizations across various sectors. Our data products focus on issuer and issue-level credit information, over 300 advanced ESG and sustainability metrics, and proprietary quantitative insights for high-yield bond issuers in Europe, Latin America, and Asia. Whether you are an asset manager, institutional investor, or sustainability-focused institution, our comprehensive data provides the insights needed to make informed decisions.

    Our proprietary approach integrates industry-leading ESG methodology with analyst-adjusted credit data, offering a unique, customizable solution that adapts to your requirements. We ensures data quality, relevance, and actionable insights, enabling users to stay ahead in a rapidly evolving regulatory environment.

    What Makes Lucror's Sustainability Data Data Unique?

    Comprehensive ESG Integration Our datasets feature over 300 ESG metrics per issuer, carefully analyzed and curated by experts to provide actionable insights. Our integrated approach allows businesses to incorporate sustainability factors seamlessly into their workflows, enhancing investment strategies and aligning with regulatory or ethical standards.

    Analyst-Adjusted and Data-Enriched Lucror’s data is not merely aggregated—it is curated, analyzed, and, where appropriate, adjusted by our team of experts. This human layer ensures accuracy and relevance, providing users with data that reflects real-world dynamics rather than raw or unverified figures.

    Focus on High-Yield Bond Issuers Our exclusive focus on high-yield bond issuers in Europe, Latin America, and Asia provides a niche yet vital dataset. We offer detailed insights into the ESG performance and sustainability profile of over 400 companies, ensuring comprehensive coverage across key HY markets.

    Customization and Delivery We understand that every organization has unique data requirements. Lucror Analytics offers flexible datasets tailored to your specific needs, delivering data in the desired depth, format, and frequency. Whether you need one-off access or periodic updates, our delivery options are designed to fit seamlessly into your operations.

    How Is the Data Sourced? Lucror Analytics uses a multi-faceted approach to data sourcing, combining publicly available information with proprietary insights and expertise. Our process includes:

    Public Sources: Reliable inputs such as issuer filings, bond documentation, annual and sustainability reports, ESG disclosures, and press releases are systematically incorporated.

    Proprietary Analysis: Expert teams curate and enrich the raw data, ensuring accuracy and applicability.

    Data Cleaning and Structuring: Advanced processes ensure that raw inputs are cleaned and structured to deliver actionable information.

    Our rigorous methodology allows us to provide high-quality, validated data that organizations can trust.

    Primary Use Cases Lucror Analytics’ data products cater to a wide range of applications across different verticals. Some of the primary use cases include:

    1. ESG Investing - Integration and Reporting With increasing demand for sustainable investing, our ESG data empowers organizations to evaluate and integrate environmental, social, and governance factors into their decisions. The metrics are particularly valuable for asset managers and institutions aligning with ESG frameworks or regulatory requirements.

    2. Regulatory Compliance Lucror’s datasets are invaluable for organizations navigating the increasingly stringent regulatory landscape. With detailed ESG metrics and issuer-level credit data, businesses can ensure compliance with global and regional reporting requirements, such as the EU Taxonomy, SFDR (Sustainable Finance Disclosure Regulation), SASB, and other frameworks. Our enriched data enables companies to meet disclosure obligations, align with sustainability goals, and maintain transparency with stakeholders, reducing compliance risks and enhancing trust in their practices.

    3. Risk Management Incorporating Lucror’s comprehensive datasets into risk models enables businesses to identify vulnerabilities and mitigate potential risks more effectively. This is especially critical in high-yield markets where risk factors are more pronounced and ESG data for some issuers is sparse.

    Key Features of Lucror’s Sustainability Data

    ESG and Sustainability Metrics Over 300 analyst-curated ESG metrics covering environmental impact, social responsibility, governance standards, and disclosure practices.

    Tailored Datasets Flexibility to deliver data in customized formats and frequencies, ensuring alignment with specific business needs.

    Global Coverage with a Regional Focus Comprehensive datasets tailored to key regions for high yield —Europe, Latin Am...

  18. P

    ESG-DLT-NER Dataset

    • paperswithcode.com
    • huggingface.co
    Updated Aug 16, 2024
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    Walter Hernandez Cruz; Kamil Tylinski; Alastair Moore; Niall Roche; Nikhil Vadgama; Horst Treiblmaier; Jiangbo Shangguan; Paolo Tasca; Jiahua Xu (2024). ESG-DLT-NER Dataset [Dataset]. https://paperswithcode.com/dataset/esg-dlt-ner
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    Dataset updated
    Aug 16, 2024
    Authors
    Walter Hernandez Cruz; Kamil Tylinski; Alastair Moore; Niall Roche; Nikhil Vadgama; Horst Treiblmaier; Jiangbo Shangguan; Paolo Tasca; Jiahua Xu
    Description

    Dataset Card for ESG/DLT Named Entity Recognition Dataset This dataset contains named entities related to Distributed Ledger Technology (DLT) and Environmental, Social, and Governance (ESG) topics created to support research in these areas and at the intersection of these domains.

    Dataset Details Dataset Description

    Curated by: Walter Hernandez Cruz, Kamil Tylinski, Ali Irzam Kathia, Alastair Moore, Niall Roche, Nikhil Vadgama, Horst Treiblmaier, Jiangbo Shangguan, Jiahua Xu, Paolo Tasca Language(s) (NLP): English Number of Entity: 12 Entity Types: Blockchain Name, Consensus, Identifiers, Security Privacy, ESG, Transaction Capabilities, ChargingAndRewardingSystem, Extensibility, Identity Management, Native Currency Tokenisation, Native Currency Tokenisation, Miscellaneous License: CC BY-NC 4.0

    Dataset Sources

    Repository: https://github.com/dlt-science/ESG-DLT-LitReview Paper: https://arxiv.org/abs/2308.12420

    Use This dataset can be used for training and evaluating Named Entity Recognition models focused on DLT and ESG topics. It's particularly useful for researchers and practitioners working on text mining and information extraction in these domains.

    Dataset Structure The dataset contains 39,427 named entities organized into 12 top-level categories with 136 labels in a tree structure. It includes entities related to blockchain names, consensus mechanisms, transaction capabilities, security and privacy, and ESG concepts.

    Label ID The label2id dictionary is:

    python { "O": 0, "B-Blockchain_Name": 1, "I-Blockchain_Name": 2, "B-Codebase": 3, "I-Codebase": 4, "B-Consensus": 5, "I-Consensus": 6, "B-ChargingAndRewardingSystem": 7, "I-ChargingAndRewardingSystem": 8, "B-ESG": 9, "I-ESG": 10, "B-Extensibility": 11, "I-Extensibility": 12, "B-Identifiers": 13, "I-Identifiers": 14, "B-Identity_Management": 15, "I-Identity_Management": 16, "B-Miscellaneous": 17, "I-Miscellaneous": 18, "B-Native_Currency_Tokenisation": 19, "I-Native_Currency_Tokenisation": 20, "B-Security_Privacy": 21, "I-Security_Privacy": 22, "B-Transaction_Capabilities": 23, "I-Transaction_Capabilities": 24 }

    Dataset Creation Curation Rationale The dataset was created to address the scarcity of labeled NLP data for blockchain research, focusing on the intersection of DLT and ESG topics.

    Source Data Data Collection and Processing The dataset was created by manually annotating 80 publicly available publications using the brat tool and argilla. The taxonomy framework from Tasca and Tessone (2019) was extended to include ESG-related concepts.

    Annotations Annotation process The annotation process involved manual labeling using the brat tool and argilla, following an extended version of the Tasca and Tessone (2019) taxonomy. Inter-labeler consistency was improved through systematic processes and programmatic cleaning.

    Who are the annotators? The annotators are the research paper's authors and other collaborators involved in the project.

    Personal and Sensitive Information The dataset does not contain personal or sensitive information as it is based on publicly available academic publications.

    Bias, Risks, and Limitations Recommendations Users should be aware of potential biases in the dataset due to the selection of source publications and the annotation process.

    Glossary

    DLT: Distributed Ledger Technology ESG: Environmental, Social, and Governance NER: Named Entity Recognition

    More Information For more details about the dataset creation process and its applications, please refer to the associated research paper: https://arxiv.org/abs/2308.12420

    Citation Information @misc{hernandez2024evolutionesgfocuseddltresearch, title={Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature}, author={Walter Hernandez and Kamil Tylinski and Alastair Moore and Niall Roche and Nikhil Vadgama and Horst Treiblmaier and Jiangbo Shangguan and Paolo Tasca and Jiahua Xu}, year={2024}, eprint={2308.12420}, archivePrefix={arXiv}, primaryClass={cs.IR}, url={https://arxiv.org/abs/2308.12420}, }

    Contributions Thanks to Ali Irzam Kathia for his contribution to labeling this dataset.

  19. ESG Data Provider Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Growth Market Reports (2025). ESG Data Provider Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/esg-data-provider-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    ESG Data Provider Market Outlook



    According to our latest research, the global ESG Data Provider market size reached USD 2.67 billion in 2024, reflecting robust demand driven by the increasing integration of ESG (Environmental, Social, and Governance) criteria across investment and corporate strategies. The market is projected to grow at a CAGR of 18.4% from 2025 to 2033, reaching a forecasted value of USD 13.31 billion by 2033. This significant expansion is fueled by heightened regulatory requirements, growing investor demand for transparency, and the rapid digitization of ESG reporting processes.




    One of the primary growth factors for the ESG Data Provider market is the intensifying regulatory landscape worldwide. Governments and regulatory bodies across regions such as North America, Europe, and Asia Pacific are mandating more comprehensive ESG disclosures from publicly listed companies and financial institutions. This evolution in policy frameworks compels organizations to seek reliable and granular ESG data to ensure compliance, risk management, and accurate reporting. The adoption of global standards like the Task Force on Climate-related Financial Disclosures (TCFD) and the European Union’s Sustainable Finance Disclosure Regulation (SFDR) has further accelerated the demand for ESG data providers, driving market expansion and innovation in data collection, analytics, and reporting services.




    Another crucial driver is the shifting investment paradigms among institutional and retail investors. Stakeholders are increasingly prioritizing ESG criteria in their decision-making processes, seeking investments that align with sustainability goals and ethical considerations. Asset managers, pension funds, and sovereign wealth funds are integrating ESG data into portfolio construction, risk assessment, and performance measurement. This shift not only amplifies the need for accurate, timely, and comparable ESG data but also stimulates the development of advanced analytics and AI-powered tools by ESG data providers. The proliferation of sustainable finance products, including green bonds and ESG-themed ETFs, further underscores the critical role of data providers in enabling transparent and responsible investment practices.




    Technological advancements and digital transformation are also pivotal in shaping the ESG Data Provider market. The integration of big data analytics, artificial intelligence, and machine learning has revolutionized the way ESG data is collected, processed, and disseminated. Modern ESG data platforms offer automated data aggregation, real-time analytics, and customizable dashboards, enhancing the accessibility and utility of ESG insights for diverse end-users. These innovations not only improve data quality and coverage but also empower organizations to derive actionable intelligence for strategic decision-making, risk mitigation, and stakeholder engagement. As digital solutions become more sophisticated and scalable, ESG data providers are well-positioned to capture new growth opportunities across industries and geographies.




    From a regional perspective, North America and Europe continue to dominate the ESG Data Provider market, collectively accounting for more than 65% of the global market share in 2024. North America benefits from a mature financial sector, proactive regulatory environment, and early adoption of ESG integration by asset managers and corporations. Europe, on the other hand, is at the forefront of ESG regulation and sustainable finance, with the EU driving ambitious climate and social objectives. Asia Pacific is emerging as a high-growth market, propelled by rapid economic development, evolving regulatory frameworks, and increasing investor awareness. Latin America and the Middle East & Africa are witnessing gradual adoption, supported by global capital flows and multinational corporate activities. The regional dynamics are expected to evolve further as ESG practices become mainstream and regulatory convergence accelerates.





    Data Type Analysis



    The &l

  20. D

    Esg Reporting And Consultancy Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Esg Reporting And Consultancy Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/esg-reporting-and-consultancy-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Authors
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    ESG Reporting and Consultancy Market Outlook



    The global market size for ESG Reporting and Consultancy was valued at approximately USD 2.5 billion in 2023 and is projected to reach around USD 8.7 billion by 2032, growing at a robust CAGR of 14.5% from 2024 to 2032. The upward trend is driven by increasing regulatory requirements and stakeholder pressure on organizations to embed sustainability into their business operations.



    One of the primary growth factors for the ESG Reporting and Consultancy market is the rising awareness among corporations about the importance of sustainability and social responsibility. Stakeholders, including investors, customers, and employees, are increasingly demanding transparency in environmental, social, and governance (ESG) practices. This shift has compelled organizations to adopt comprehensive ESG reporting mechanisms to maintain their reputation and attract investment. Furthermore, regulatory bodies across the globe have started mandating ESG disclosures, which has significantly propelled the market growth.



    Another crucial driver is the growing recognition of the financial benefits associated with robust ESG practices. Companies with strong ESG profiles often experience better risk management, enhanced operational efficiencies, and improved long-term financial performance. Consequently, businesses are investing in ESG consultancy services to develop and implement effective sustainability strategies. This trend has opened up new avenues for ESG consultancy firms to offer specialized services tailored to different industry needs.



    Technological advancements also play a significant role in the expansion of the ESG Reporting and Consultancy market. The integration of artificial intelligence (AI), blockchain, and big data analytics into ESG reporting frameworks has enabled more accurate, efficient, and transparent data management. These technologies assist organizations in collecting, analyzing, and reporting ESG data, thereby simplifying compliance processes and enhancing overall reporting quality. As technology continues to evolve, its adoption in ESG reporting is expected to witness substantial growth, further driving the market.



    Regionally, North America holds a significant share of the ESG Reporting and Consultancy market, driven by stringent regulatory frameworks and high stakeholder awareness. Europe follows closely, with the European Union's robust sustainability reporting standards acting as a major growth catalyst. The Asia Pacific region is anticipated to exhibit the highest growth rate during the forecast period, bolstered by increasing regulatory initiatives and growing corporate focus on sustainability. Latin America and the Middle East & Africa are also expected to witness steady growth, albeit at a slower pace compared to other regions.



    As the ESG Reporting and Consultancy market continues to expand, the role of ESG Certification has become increasingly important. ESG Certification serves as a benchmark for organizations striving to demonstrate their commitment to sustainable practices. By obtaining certification, companies can validate their ESG efforts, enhancing their credibility and appeal to environmentally and socially conscious investors. This certification process involves rigorous evaluation of a company's environmental, social, and governance practices, ensuring they meet established standards. As more businesses seek to align with global sustainability goals, the demand for ESG Certification is expected to rise, further stimulating growth in the consultancy market.



    Service Type Analysis



    The ESG Reporting and Consultancy market is segmented by service type into reporting, consulting, data management, and others. The reporting segment is anticipated to dominate the market, driven by the increasing need for standardized and transparent ESG disclosures. Companies are seeking comprehensive reporting solutions to meet regulatory requirements and stakeholder expectations. Reporting services involve the collection, analysis, and presentation of ESG data to provide a clear picture of an organization's sustainability performance. This segment is expected to witness significant growth as more companies recognize the importance of transparent reporting.



    The consulting segment is also poised for substantial growth, as organizations seek expert guidance to develop and implement effective ESG strategies. ESG consultants offer specialized knowledge and

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Statista (2025). ESG drivers impacting investment decisions worldwide 2024 [Dataset]. https://www.statista.com/statistics/1454565/esg-drivers-impacting-investment-decisions-worldwide/
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ESG drivers impacting investment decisions worldwide 2024

Explore at:
3 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Jun 25, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2024
Area covered
APAC, United States, Europe, Canada
Description

ESG ratings have emerged as the top factor influencing investment decisions globally in 2024. More than ** percent of institutional investors considered ESG ratings as a key driver, followed closely by ESG controversy with ** percent. On the other hand, ** percent of investors noted influence from the EU Green Bond Standard. Sustainable Development Goals and ESG ETF Investments Climate action, represented by Goal ** of the United Nations Sustainable Development Goals (SDG), has become the primary focus for ESG ETFs globally. As of 2024, assets worth **** billion U.S. dollars were linked to this goal, with *** out of *** ESG ETFs targeting climate action. This emphasis on environmental concerns has aligned with the broader overall trend of investors prioritizing companies with strong ESG practices and ratings. Regional Variations in Sustainable Fund Demand While the demand for sustainable funds has remained relatively stable or has been perceived to increase across some regions, differences have been notable. In the United States, ** percent of investors reported decreased demand for sustainable funds compared to non-sustainable options. However, Canada stands out, with over ** percent of investors having indicated stable or increasing demand. This regional variation underscores the importance of understanding local market dynamics when developing sustainable investment strategies.

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