Alternative data datasets
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Estimated retail foot traffic built from anonymized mobile device location observations.
A compilation of menu offerings, their ingredients, and flavor profiles drawn from a representative selection of sources.
A reference set of notable sites connected to particular travel destinations.
Transaction records from a high-end food retailer's sales channels, covering both digital and in-store purchases.
Ticketing information aggregated from a digital marketplace for live music, athletic, and theatrical performances.
Bill of Lading records sourced from seven nations, complete with details on the goods transported.
New vehicle registration figures in the United States covering passenger cars, light-duty trucks, and medium- and heavy-duty trucks.
Multi-source operational data for corporate carbon footprint analysis
Predictions of upcoming corporate carbon footprints derived from industry-tailored metrics and associated risk assessments.
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.
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.
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.
Information on the decarbonization plans and progress of more than 45,000 firms over an eleven-year span.
Forty separate price measures for tracking carbon dioxide emissions and related expenses by category and route.
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Greenhouse gas emissions figures for investors, including scope 1, 2, and 3 totals along with emission intensity ratios.
Outlook-oriented evaluation of how closely a firm currently tracks a net-zero emissions trajectory.
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Information tracking company pledges on climate, including net zero, carbon neutral, and positivity targets, along with how their status changes.
Build a single system of record for your ESG data, calculate GHG emissions, streamline reporting and accelerate decarbonization with IBM Envizi.
Historical and projected aircraft fuel usage plus carbon dioxide output, reported at the flight and seat level and validated by airlines.
Open electricity statistics by source for more than 200 countries: capacity, generation mix, carbon intensity and cross-border flows, updated annually and monthly, with CSVs and an API.
Country-wide and public-sector emissions totals paired with carbon and debt intensity ratios relative to GDP.
Estimated and observed fuel consumption together with carbon output figures broken down by individual flight and seat.
A complete review of carbon capture, utilization, and storage initiatives and the associated supply network.
Cross-country comparison of carbon dioxide emissions from oil and gas fields by nation, operator, and corporate entity.
Dataset covering environmental, social, and governance factors including climate, carbon, socio-economic metrics, and details on asset location, function, and ownership.
Worldwide inventory of corporate pledges and decarbonization commitments with detailed context.