Alternative data datasets
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Farm-level agronomic records such as planting activity, harvest output, and field imagery sourced from connected agricultural operations.
An independently compiled registry cataloguing greenhouse gas releases from over 350 million individual assets and sites worldwide, spanning electricity generation, fossil fuel extraction, maritime transport and industrial facilities, derived through satellite imagery and sensor analysis and offered for unrestricted download.
Provides parcel- and building-level climate exposure scores and related indicators.
Information organized around three climate-related categories: hazards, prospects, and mitigation impact.
Quantitative climate indicators and reference values for businesses, segmented by location and industry.
Corporate climate intelligence aimed at evaluating preparedness for achieving net-zero emissions targets.
Indicators measuring companies' exposure to physical climate hazards.
Country-wide and public-sector emissions totals paired with carbon and debt intensity ratios relative to GDP.
Performance attribution built on economic value-added (EVA) principles and firm-level asset information.
Modeling of physical climate threats to physical assets under projected future warming conditions.
The largest climate and weather archive on the planet: GHCN daily station observations, Global Hourly, satellite and radar archives, paleoclimatology reconstructions and ocean records, the standard ground truth for weather-driven models.
Worldwide inventory of corporate pledges and decarbonization commitments with detailed context.
Analyzing the Effects of Climate Change on Agricultural Productivity
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.
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Assessment and mitigation tools for climate-related risks within equity investment portfolios.
Detailed energy datasets attributed to more than 30,000 publicly traded and privately held companies at both the corporate and asset levels.
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A collection of widely used datasets covering sustainable finance and responsible investment research.
An assessment tool that measures how well ESG disclosures align with CSRD reporting requirements.
Predictive scenario modeling of a company's vulnerability to direct and indirect physical hazards from climate change.
Daily and hourly weather observations, forecasts, and climate normals sourced from NOAA for a set of chosen cities.
Field survey of 400 farmers in India on income, schemes, and climate impact
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Information tracking company pledges on climate, including net zero, carbon neutral, and positivity targets, along with how their status changes.
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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
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.
Major Crops of India produced districtwide from 1978-2017
🌏⚡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.
Selected resources from SEDAC, a NASA Data Center
The world in detail.
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
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.