Catalogue of Tools & Metrics for Trustworthy AI

These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.

Global Data Barometer



Global Data Barometer

The Barometer is a multi-dimensional and multi-layered study that assessed the state of data for public good in 109 countries. An expert survey was conducted from May 2019 – May 2021 to create a new global benchmark that looks at data governance, capability, availability, and use and impact of data for public good. You may explore and view the data, through its core (e.g. governance and capability) or thematic modules (e.g. climate action, land, public procurement) as well as on a country-level. Learn more about the data structure here.

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Disclaimer: The tools and metrics featured herein are solely those of the originating authors and are not vetted or endorsed by the OECD or its member countries. The Organisation cannot be held responsible for possible issues resulting from the posting of links to third parties' tools and metrics on this catalogue. More on the methodology can be found at https://oecd.ai/catalogue/faq.