Alternative data datasets
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Facility-level environmental records from the US EPA, toxic release inventories, greenhouse-gas reports, air permits and regulated-facility lists, queryable by geography or company for compliance and ESG screening.
Cross-country comparison of carbon dioxide emissions from oil and gas fields by nation, operator, and corporate entity.
508 companies · 46 countries · Scope 1, 2 & 3 · Net-Zero targets included
French electricity supply and demand balance summary (GES BILAN).
Streamlines ESG data ingestion, transformation, and reporting processes. Helps organizations comply with ESG reporting requirements efficiently, accurately and with minimal impact to the business.
Historical and projected aircraft fuel usage plus carbon dioxide output, reported at the flight and seat level and validated by airlines.
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.
A sustainability disclosures feed offering more than 450 detailed ESG and emissions-related data points.
Dedicated satellite monitoring of CO2 and methane point-source emissions down to individual plants, for verification of ESG claims.
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Country-wide and public-sector emissions totals paired with carbon and debt intensity ratios relative to GDP.
Greenhouse gas emissions figures for investors, including scope 1, 2, and 3 totals along with emission intensity ratios.
Estimated and observed fuel consumption together with carbon output figures broken down by individual flight and seat.
Records encompass both directly reported and algorithmically estimated emissions figures, offering up to a decade of ESG-related history.
Projected greenhouse gas output for Scope 1, 2, and 3 categories covering over 50,000 firms worldwide.
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View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
Cross-country, operator, and company-level comparison of CO2 emissions from oil and gas fields worldwide.
Information on greenhouse gas emissions originating from upstream operations.
Worldwide inventory of corporate pledges and decarbonization commitments with detailed context.
ESG scores, emissions & greenwashing flags for 30 firms across 2010–2024
Interval-based aggregated consumption records at the individual meter level, intended for use in Scope 2 emissions reporting.
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.
A standardized disclosure platform aggregating climate, water and forestry reporting from over 23,000 corporations and public bodies, covering emissions, targets, risks and consumption.
A streamlined tool for corporations to carry out Scope 3 emissions accounting, paired with an item-level database.
Forty separate price measures for tracking carbon dioxide emissions and related expenses by category and route.
Global energy balances from the IEA: production, trade, sector consumption, CO2 emissions, EV registrations and clean-tech deployment for 150-plus countries.
Corporate climate intelligence aimed at evaluating preparedness for achieving net-zero emissions targets.
A satellite-based carbon intelligence platform that gauges industrial production and greenhouse gas output for more than 100 million facilities, supporting ESG analysis and macroeconomic supply surveillance.
Outlook-oriented evaluation of how closely a firm currently tracks a net-zero emissions trajectory.
Market-based environmental cost figures covering emissions allowances for the EMEA and North American regions, plus biofuel pricing data for North America.
Production, consumption and price data for the whole US energy sector, petroleum, natural gas, electricity, crude inventories, renewables and CO2 emissions, plus international series, served by the open EIA API v2.