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See the Country Pattern

Turn country stats into a quick visual read: leaders, outliers, clusters, and the shape of the spread.

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World Map Ranking

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Country boundaries and names follow UN/ISO 3166-1 standards for educational play.

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Source: World Bank

Chart read

Liechtenstein leads this board

The visible researchers per million ladder runs from 6.7K per 1M to 18.1K per 1M across the top 10.

Front runner: 18.1K per 1M
Visible tail: 6.7K per 1M
Countries: 96 countries