Greenhouse Gas Emissions Data | Worldwide Public Companies ESG Data | Datacie ESG

This dataset is part of Datacie’s ESG collection covering climate and other environment-related indicators. Access a complete information set on the world companies’ carbon emissions to understand, measure, and make informed decisions about climate-related risks, regulatory requirements (e.g., SFDR, EU Taxonomy, TCFD), corporate engagements, and impact investing. USE CASES & BENEFITS: Asset managers - create unique and differentiated ESG portfolio strategies that align with your investors’ preferences and your firm’s positioning while generating better returns. Commercial Banks - explain how your recommendations meet your clients’ sustainability preferences by providing them easy-to-understand, relevant ESG metrics in your communications. Consultants - support the development of your clients’ ESG policies and methodologies with high-quality data & insights. Corporates - benchmark your company against your peers in terms of sustainability and understand the data that your investors use to build a fair view of your company. Fund managers - create funds that reflect your policies on the integration of sustainability risks & impacts in your investment decision-making process or advisory services. Institutional managers - comply with ESG regulatory requirements and provide confidence to your clients that require greater transparency around climate change. Risk managers - derive climate risk-mitigating strategies by adjusting your exposure to certain companies and sectors. Engaged investors - build persuasive arguments to engage effectively with corporates to raise awareness about their insufficient level of disclosures or non-compliance with key disclosure frameworks. Researchers - empower your research with the industry’s broadest ESG content set and convince decision-makers with empirical facts and findings. METHODOLOGY: Datacie’s Greenhouse Gas Emissions data solution is built from all available data sources that contain ESG information on publicly listed companies, including self-reported filings, CSR reports, press releases, corporate websites & other corporate disclosures. As a trusted data partner, Datacie is committed to delivering competitive and error-free data products to its clients. To this end, we are leveraging our proprietary data extraction technology to capture most of the reported carbon emissions from unstructured sources (websites, documents, media releases...) automatically. By construction, our technology predicts diverse quality indicators for each data point acquired; our ESG experts then review these quality indicators and carry thorough qualitative investigations of the extracted information, guaranteeing that our greenhouse gas emissions compilations are fully accurate and that no crucial items are missed. After inception, the entire dataset is audited and evaluated for trustworthiness. Every data entry passes through hundreds of quality checks that automatically identify outliers and potentially misreported observations. Additional manual checks are performed on low-confident data points, ensuring that the final data product is free from poor-quality observations. Note that the gross GHG emissions that have been reported in other units than per metric tons of CO2 equivalent (examples: metric tons of CO2 equivalent per ton of finished product (t/t FP) or metric tons of CO2 equivalent per Full-Time Employee) were standardized in metric tons of CO2 equivalent when a conversion rule was disclosed or when conversion factors exist; otherwise, they were discarded from the dataset to ensure comparability across time and entities. The dataset is currently available as reported. Datacie is working on a machine learning-based augmentation process to statistically approximate carbon emissions for non-reporting companies and for companies who have reported a total GHG figure in their filings. Based on hundreds of fundamental & sectorial indicators, our standardization methodology focuses on understandability to provide a fully explainable answer to how each approximation is computed. More details about the standardized dataset will be provided on this page in the future. STATUS & DELIVERY: The Greenhouse Gas Emissions dataset is currently being compiled and prepared for our clients’ preferred usage; additional coverage (temporal and company-wise) and existing/new columns can be modified/added on demand. Contact us and be among the first to benefit from this data solution to inform your climate-related decisions with the highest quality, cost-effective data of the market.

搜集汇总

背景与挑战

背景概述

该数据集是Datacie ESG系列的一部分，提供全球上市公司的温室气体排放数据，用于评估气候风险、满足监管要求和辅助投资决策。数据来源于企业公开披露，经过自动化提取与人工审核确保准确性，并进行了标准化处理以保证可比性。数据集持续更新，支持按需定制，旨在为客户提供高质量的市场数据解决方案。