Interactive atlas
Explore countries and tasks.
Start with the live atlas when you want the cross-country pattern, then move into one country or one task.
World View →Public research atlas
Automation Atlas
A public atlas of how work activities are exposed to automation across 124 countries.
124 countries in the current public release
56% GDP-weighted global exposure
47% median country exposure
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Choose your entry point.
Choose the atlas, the paper, or the data release depending on what you want to answer first.
Two countries can sit close in the aggregate while differing sharply once exposed tasks are broken into pathways and supporting layers.
One thing to know
The atlas is not just a world ranking.
It shows how the same country average can look different once you move into pathways, specific tasks, skills, and the goods-facing proxy.
The point is not only to see which countries are more exposed, but to see what kind of exposure sits underneath the country average.
56% GDP-weighted global exposure in the current release
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