Country hover
Hover or tap a country to inspect the current metric and move into the country surface.
A global task-skill atlas of automation exposure
A global atlas of automation exposure.
AutomationAtlas is now structured more like an explorer than a paper companion: start in the world view, move into country profiles, then follow the task-skill graph and the products-and-trade layer without losing context.
23,851
tasks
6,275
skills
142
countries
23,827
product-task links
Country view
Atlas-wide country layer spanning 142 countries under the common measurement framework. The current atlas-wide country layer covers 142 countries.
Explorer modes
Use the homepage as a gateway, not as the full query surface.
Each explorer mode opens with three default outputs and a left selector rail. This keeps the site easier to navigate than a giant dashboard while still feeling broader than a paper page.
Tasks and skills
Browse the task and skill layer alongside the country views.
The public site includes a lighter task-skill surface for searching tasks and skills, inspecting selected local neighborhoods, and keeping the structure of work connected to the country and products-and-trade pages.
Task and skill browsing
Search tasks, skills, and selected graph views.
This mode brings together the public search layer, selected ego previews, and the direct comparison summary from the current release. It keeps the task-skill side of the atlas available without making the homepage carry the full methodological argument.
Network-only top decile
39.6%
of the top-decile network skills appear only in the preserved network view.
Mean percentile-rank gap
0.118
between the preserved network summary and a one-to-one compression.
The homepage keeps this compact. The full task-skill mode adds URL-driven selection, searchable objects, and three default outputs in one shell. The paper carries the fuller methodological interpretation.
Open task-skill graphs Local neighborhood preview
Deliver scripted lines to bring a character to life
A compact ego view keeps the graph interpretable on the public site without loading the full research network into the browser.
Ego preview: Deliver scripted lines to bring a character to life
This is a website-specific preview of the local neighborhood, not the full graph explorer. It keeps the many-to-many structure visible without loading the full research graph into the browser.
Research and release
Keep the public release, methods, and manuscript close to the explorers.
The site still needs to work as a research object. The pages below keep the manuscript, methods, and static data bundles legible even as the explorer structure gets richer.
