Skin Observatory Data Explorer

Explore the gaps. Compare the data. Advance skin health for all.

Discover country, regional and global insights from the SkinObservatory study. Compare access to dermatological care across regions and income levels and identify where the greatest gaps remain.

Launch the Data Explorer

What can you explore?

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Explore by Country

See country-level data on dermatology workforce, training and access to care.

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Compare Regions

Explore differences across WHO regions and World Bank income groups.

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Understand Global Gaps

Identify disparities in dermatological care and where investment is needed.

How to use the Data Explorer

Watch Dr Esther Freeman introduce the SkinObservatory Data Explorer and demonstrate how to navigate its key features, maps and insights.