Alternative data datasets
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Augment investment research using worldwide ESG news coverage.
ESG scores, emissions & greenwashing flags for 30 firms across 2010–2024
508 companies · 46 countries · Scope 1, 2 & 3 · Net-Zero targets included
A validated dataset designed to assess environmental and climate effects.
Automated and scalable physical climate hazard analytics that can be applied to any site to support investment decisions.
Standardized, analysis-ready information about natural perils such as earthquakes, floods, and storms for any point on the globe.
Openly available ESG material gathered and packaged to support the creation of sustainability-focused content and outreach initiatives.
🌏⚡Explore 20-year Insights on Sustainable Energy⚡🌏
Interval-based aggregated consumption records at the individual meter level, intended for use in Scope 2 emissions reporting.
Energy transition intelligence covering pricing, reporting, and analysis across the full value chain.
French electricity supply and demand balance summary (GES BILAN).
The ESG Data Hub is a solution accelerator, providing businesses with intelligence and insights to meet ESG standards and helping to navigate longer term strategic sustainability challenges
Deloitte’s ESG Financial Reporting Agent is an AI-driven solution that automates the end-to-end process of ESG (Environmental, Social, and Governance) financial reporting. The agent streamlines data collection, standardizes metrics across frameworks, and quantifies the financial impact of ESG initiatives and risks. With advanced automation, real-time validation, and predictive analytics, it empowe
Deloitte’s Environmental, Social, and Governance (ESG) management solutions, powered by the Anaplan platform, enable organizations to plan, lead, and accelerate ESG success. Our integrated planning and reporting tools embed sustainability into corporate strategy through real-time data, predictive insights, and regulatory alignment – transforming ESG compliance into a driver of competitive advantag
Build a single system of record for your ESG data, calculate GHG emissions, streamline reporting and accelerate decarbonization with IBM Envizi.
GridMatrix's Insights Web Dashboard for traffic analytics provides real time data on vehicular and pedestrian traffic congestion, signal performance, emissions, and road safety.
PROD18124 Manage your ESG Program with Bynet ServiceNow ESG
Streamlines ESG data ingestion, transformation, and reporting processes. Helps organizations comply with ESG reporting requirements efficiently, accurately and with minimal impact to the business.
A standardized disclosure platform aggregating climate, water and forestry reporting from over 23,000 corporations and public bodies, covering emissions, targets, risks and consumption.
Historical and projected aircraft fuel usage plus carbon dioxide output, reported at the flight and seat level and validated by airlines.
Use Clarity AI's TCFD metric to evaluate how firms incorporate climate-related risks into their strategy.
Transform operational records into greenhouse-gas output measures through automated processing.
Carbon emission factors for Scopes 1, 2, and 3 as released by the United States Environmental Protection Agency.
Report-Based ESG Records and Quality Labels
Provides parcel- and building-level climate exposure scores and related indicators.
Environmental, social, and governance scoring coverage spanning more than 26,000 organizations over a twelve-year window, covering ecological impact, governance practices, and workforce and community factors.
Data-driven services building institutional and portfolio-focused ESG analytics and research offerings.
A streamlined tool for corporations to carry out Scope 3 emissions accounting, paired with an item-level database.
European Union datasets covering agricultural activity, food manufacturing, fisheries, forestry, and adjacent sectors.
Information resources addressing environmental sustainability practices and circular economy metrics.
Broad indicator set tracking economic performance, monetary conditions, societal trends, and ecological measures across the EU.
Sustainability metrics spanning general and sector-specific ESG themes across three tiers, 334 subjects, and more than 700 explanatory measures.
Sustainability information organized into general and industry-focused ESG categories with three layers, 334 subjects, and over 700 supporting indicators.
Environmental sustainability, information and communications technology, and ecological indicator datasets from the mid-1980s.
Industry output, price indices, and environmental measurement series standardized under reference 70.
Extensive historical air-quality measurements sourced from the EPA, suited for research and longitudinal analysis.
Assessment and mitigation tools for climate-related risks within equity investment portfolios.
Information on the decarbonization plans and progress of more than 45,000 firms over an eleven-year span.
A sustainability disclosures feed offering more than 450 detailed ESG and emissions-related data points.
A dataset providing sustainability ratings for thousands of global firms, intended to support investor analysis of corporate environmental and social impact.
A measure of how individual companies address the most relevant environmental, social, and governance challenges facing their industries.
A benchmark of corporate performance against the ESG issues that are most financially material under prevailing market conditions.
Unprocessed ESG indicator values for more than four hundred companies included in the NASDAQ benchmark index.
A dataset from ESG Book supplying firm-level sustainability indicators aligned with the Sustainable Finance Disclosure Regulation's reporting requirements.
Produces short-, long-term, and momentum indicator values across 26 ESG categories.
Researcher-driven sustainability ratings spanning more than 90% of the leveraged finance markets in Europe and the United States.
Combined ESG risk assessment drawing on controversial business activities, negative media coverage, and reported incidents.
Forty separate price measures for tracking carbon dioxide emissions and related expenses by category and route.
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Financial impact assessments covering 16 key performance indicators, paired with narrative explanations that clarify extreme values and unusual patterns.
Dollar-based impact scores across 16 KPIs are complemented by written commentary that clarifies deviations and atypical observations.
Environmental, social, and governance measurements covering 44 impact indicators across 50 major corporations.
Environmental, social, and governance measurements covering 44 impact indicators across 50 major corporations.