Corporate ownership

Kaggle is part of Google.

Quick description

Kaggle is an online community of data scientists and machine learning practitioners, well known with the field of data science. Kaggle allows users to find and publish data sets, explore and build models in a web-based data-science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges. Kaggle got its start in 2010 by offering machine learning competitions and now also offers a public data platform, a cloud-based workbench for data science, and Artificial Intelligence education. It was acquired by Google on 8 March 2017.

Despite not being a financial data provider, its 170 000+ datasets surely contains data that could be of some use for some sustainable finance use cases, for Proof Of Concepts are quick analysis.  The use cases are thus likely to be incomplete and the data quality extremely variable. 

Sustainable finance associated use case

  • Physical Risk (Chronic Risk (Temperature Rise, Sea-level Rise, Biodiversity Loss, Ocean Acidification), Acute Risk (Heatwaves, Tornados/Hurricanes, Floods, Earthquakes, Oil Spills, Wildfires))
  • Transition Risk
  • Sustainability ratings (Corporate ratings (best-in-class), Country rating)
  • Controversies (Environmental (Sectorial), Social (Sectorial), Governance (Sectorial))

A tool developped by:                 

In partnership with:                             

Financed by:                 

Credit : This tool has been made in the context of the EquipEx+ ANR-21-ESRE-0036:

Special thanks to Maria VILLALONGA, Thibaud BARREAU and all other contributors.