Countries

Read one country at a time.

Country Profiles keep the atlas country-first. Use them to move from the global distribution into one country’s exposure profile across occupations, industries, skills, and peers.

Use this after World View when you want a fuller country read. The page describes modeled task exposure, not realized adoption or causal labor-market outcomes.

How to read this page

Use this page to read one country’s exposure bundle rather than a single rank.

Country Profiles keep occupations, industries, skills, pathway orientation, and peer context together. The point is to see how one country’s task exposure is structured once you move beneath the world map and into the country bundle.

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